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fix: prevent Bedrock inference double-counting in cost reports

@AgentWrapperchecks n/achecks…fix/cost-reporting-bedrock-double-counting → next4 files · +164 −42updated 3mo ago

▸Description· 3 comments · 9 noise

Why

The daily cost report in #integration-insights was showing $13,103 total spend when actual spend was ~$9,425. Bedrock inference costs were being double-counted:

AWS Cost Explorer counted Bedrock as an AWS service ($9,281 for Sonnet/Haiku/Opus)
Datadog metrics counted the same inference via Claude SDK's total_cost_usd ($3,678)
format_cost_report.py simply added them: total = inference + aws

The Datadog number was also wrong — it under-reports vs actual Bedrock billing because:

Watchdog LLM calls (watchdog/clients/llm/client.py) don't emit cost metrics
call_generic_llm() calls inside tools (curl_tester, failure_summarizer) bypass the agent SDK
Claude SDK uses Anthropic direct pricing, not Bedrock pricing
Some runs return cost_usd = None for Bedrock model ARNs (silently dropped)

Additionally, the debugging role (integrator-ai-agent-debugging-prod) couldn't be assumed by SSO users due to an MFA condition bug.

What

infra/scripts/aws_infra_cost_report.py: Separate Bedrock services from infrastructure in Cost Explorer output. New bedrock_total / bedrock_by_service fields. Switch from MONTHLY to DAILY granularity.
infra/scripts/format_cost_report.py: Use Bedrock billing as inference source of truth. Datadog metrics used only for per-workflow/per-toolkit attribution. Report the tracking gap between Bedrock billing and internal metrics.
infra/terraform/modules/ai-agent-debugging-role/main.tf: Fix trust policy — SSO role-chaining sets aws:MultiFactorAuthPresent=false (not absent), causing BoolIfExists to deny. Split into separate SSO statement (no MFA check, SSO has MFA built-in) and IAM user statement (explicit MFA required).
agent/skills/infrastructure/overall-cost-analysis.md: Document new cost source hierarchy and tracking gap causes.

How to Test

Run the AWS infra script and verify Bedrock is separated:

source infra/assume-debug-prod.sh  # (also tests the SSO fix)
uv run python infra/scripts/aws_infra_cost_report.py --days 1 --json | python3 -c "
import json, sys; d = json.load(sys.stdin)
c = d['aws_costs']
print(f'Infra: \${c[\"total_cost\"]:,.2f}')
print(f'Bedrock: \${c[\"bedrock_total\"]:,.2f}')
print(f'Combined: \${c[\"total_cost_all_services\"]:,.2f}')
"

Run format_cost_report.py with both reports and verify no double-counting in the header
Verify the debugging role can be assumed by SSO users after Terraform apply

Pre-Review Checklist

I have self-reviewed this PR

Notes

Verified with live AWS Cost Explorer: Mar 3 Bedrock was $9,281 (DAILY granularity confirms MONTHLY was returning the same numbers, so the date range was correct)
7-day Bedrock trend: avg $3,699/day but Mar 3 spiked to $9,281 due to cache efficiency collapse (non-cached input tokens went from $83 on Mar 1 to $4,726 on Mar 3)
The tracking gap (Bedrock $9,281 vs Datadog $3,678) is a known issue that needs separate work to instrument watchdog and call_generic_llm() with cost metrics

🤖 Generated with Claude Code

@AgentWrapper3mo ago

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@AgentWrapper3mo ago

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▸ 9 bot/status comments hidden

@github-actions[bot]3mo ago

✅ Terraform Plan: Production

ℹ️ Note: The Plan: 3 to add, 3 to change, 3 to destroy. output is always expected due to a known Terraform AWS provider issue. ECS task definitions show as must be replaced on every plan because the provider stores container definitions in a different order than AWS returns them. This is cosmetic only - real changes (new images, env vars) are still detected correctly.

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module.private_subnets.data.aws_vpc.default: Reading...
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github_actions_secret.gh_access_token: Refreshing state... [id=integrator:GH_ACCESS_TOKEN]
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module.doppler_aws_secrets.doppler_integration_aws_secrets_manager.integration: Refreshing state... [id=f8180e75-b756-44ea-94f0-ba14f3f34cf3]
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module.ecs_api.aws_iam_role_policy_attachment.api_ecs_exec: Refreshing state... [id=integrator-prod-api-task-role-20260110143245125100000001]
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module.ecs_api.aws_iam_role_policy_attachment.migrations_lambda_vpc: Refreshing state... [id=integrator-prod-migrations-lambda-role-20260204170613044800000003]
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module.ecs_api.aws_s3_bucket_public_access_block.alb_logs[0]: Refreshing state... [id=integrator-prod-alb-logs]
module.ecs_api.aws_s3_bucket_server_side_encryption_configuration.alb_logs[0]: Refreshing state... [id=integrator-prod-alb-logs]
module.rds.aws_secretsmanager_secret_version.bastion_ssh_key[0]: Refreshing state... [id=arn:aws:secretsmanager:us-east-1:256586139593:secret:integrator/prod/bastion-ssh-key-1KH899|terraform-20251209070355334400000002]
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module.bedrock_profiles.aws_bedrock_inference_profile.opus: Refreshing state... [id=958j2gt23zd8]
module.datadog_aws_integration.datadog_integration_aws_account.this: Refreshing state... [id=f7db3959-cf79-4150-a3bf-411d58e829e7]
module.doppler_aws_secrets.doppler_secret.secrets["ENCRYPTION_KEY"]: Refreshing state... [id=integrator.prod.ENCRYPTION_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["ANCHOR_API_KEY"]: Refreshing state... [id=integrator.prod.ANCHOR_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["AZURE_OPENAI_SUBSCRIPTION_KEY"]: Refreshing state... [id=integrator.prod.AZURE_OPENAI_SUBSCRIPTION_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["NOTION_API_KEY"]: Refreshing state... [id=integrator.prod.NOTION_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["DD_APP_KEY"]: Refreshing state... [id=integrator.prod.DD_APP_KEY]
module.datadog_dashboards.datadog_dashboard.workflow_debugging[0]: Refreshing state... [id=2mg-shi-xe5]
module.doppler_aws_secrets.doppler_secret.secrets["DEEPSEEK_API_KEY"]: Refreshing state... [id=integrator.prod.DEEPSEEK_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_SERPAPI_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_SERPAPI_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["FIRECRAWL_API_KEY"]: Refreshing state... [id=integrator.prod.FIRECRAWL_API_KEY]
module.datadog_dashboards.datadog_dashboard.cost[0]: Refreshing state... [id=sg9-zyk-4r7]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_TAVILY_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_TAVILY_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["GITHUB_REVIEWER_TOKEN"]: Refreshing state... [id=integrator.prod.GITHUB_REVIEWER_TOKEN]
module.doppler_aws_secrets.doppler_secret.secrets["LINEAR_API_KEY"]: Refreshing state... [id=integrator.prod.LINEAR_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["AZURE_OPENAI_ENDPOINT_URL"]: Refreshing state... [id=integrator.prod.AZURE_OPENAI_ENDPOINT_URL]
module.doppler_aws_secrets.doppler_secret.secrets["PIPEDREAM_PATH"]: Refreshing state... [id=integrator.prod.PIPEDREAM_PATH]
module.doppler_aws_secrets.doppler_secret.secrets["USE_APOLLO_GET_DOWNLOAD_URL_API"]: Refreshing state... [id=integrator.prod.USE_APOLLO_GET_DOWNLOAD_URL_API]
module.doppler_aws_secrets.doppler_secret.secrets["OPENAI_API_KEY"]: Refreshing state... [id=integrator.prod.OPENAI_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["THERMOS_USERNAME"]: Refreshing state... [id=integrator.prod.THERMOS_USERNAME]
module.doppler_aws_secrets.doppler_secret.secrets["GROQ_API_KEY"]: Refreshing state... [id=integrator.prod.GROQ_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["THERMOS_PASSWORD"]: Refreshing state... [id=integrator.prod.THERMOS_PASSWORD]
module.doppler_aws_secrets.doppler_secret.secrets["PERPLEXITY_API_KEY"]: Refreshing state... [id=integrator.prod.PERPLEXITY_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["LANGSMITH_TRACING"]: Refreshing state... [id=integrator.prod.LANGSMITH_TRACING]
module.doppler_aws_secrets.doppler_secret.secrets["THERMOS_HOST"]: Refreshing state... [id=integrator.prod.THERMOS_HOST]
module.doppler_aws_secrets.doppler_secret.secrets["BRANDFETCH_API_KEY"]: Refreshing state... [id=integrator.prod.BRANDFETCH_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["ANTHROPIC_API_KEY"]: Refreshing state... [id=integrator.prod.ANTHROPIC_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["MERCURY_AUTOLOAD"]: Refreshing state... [id=integrator.prod.MERCURY_AUTOLOAD]
module.doppler_aws_secrets.doppler_secret.secrets["THERMOS_DATABASE"]: Refreshing state... [id=integrator.prod.THERMOS_DATABASE]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["GH_WEBHOOK_SECRET"]: Refreshing state... [id=integrator.prod.GH_WEBHOOK_SECRET]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_ADMIN_TOKEN"]: Refreshing state... [id=integrator.prod.COMPOSIO_ADMIN_TOKEN]
module.doppler_aws_secrets.doppler_secret.secrets["Z_AI_API_KEY"]: Refreshing state... [id=integrator.prod.Z_AI_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_STAGING_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_STAGING_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["WATCHDOG_MAX_FIXERS_PER_DAY"]: Refreshing state... [id=integrator.prod.WATCHDOG_MAX_FIXERS_PER_DAY]
module.doppler_aws_secrets.doppler_secret.secrets["PYTHONPATH"]: Refreshing state... [id=integrator.prod.PYTHONPATH]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_YELP_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_YELP_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["TWITTER_API_SECRET"]: Refreshing state... [id=integrator.prod.TWITTER_API_SECRET]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_INSTACART_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_INSTACART_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["ZAPIER_PATH"]: Refreshing state... [id=integrator.prod.ZAPIER_PATH]
module.doppler_aws_secrets.doppler_secret.secrets["TWITTER_API_KEY"]: Refreshing state... [id=integrator.prod.TWITTER_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["TOOLS_DATABASE_URL"]: Refreshing state... [id=integrator.prod.TOOLS_DATABASE_URL]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_GEMINI_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_GEMINI_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["VERCEL_AI_GATEWAY_API_KEY"]: Refreshing state... [id=integrator.prod.VERCEL_AI_GATEWAY_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_SEATGEEK_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_SEATGEEK_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["HELICONE_API_KEY"]: Refreshing state... [id=integrator.prod.HELICONE_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["TEST_CONNECTION_ID"]: Refreshing state... [id=integrator.prod.TEST_CONNECTION_ID]
module.doppler_aws_secrets.doppler_secret.secrets["Z_AI_BASE_URL"]: Refreshing state... [id=integrator.prod.Z_AI_BASE_URL]
module.doppler_aws_secrets.doppler_secret.secrets["CLICKHOUSE_USERNAME"]: Refreshing state... [id=integrator.prod.CLICKHOUSE_USERNAME]
module.doppler_aws_secrets.doppler_secret.secrets["WATCHDOG_BATCH_POLLER_DISABLED"]: Refreshing state... [id=integrator.prod.WATCHDOG_BATCH_POLLER_DISABLED]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_STAGING_ADMIN_TOKEN"]: Refreshing state... [id=integrator.prod.COMPOSIO_STAGING_ADMIN_TOKEN]
module.doppler_aws_secrets.doppler_secret.secrets["GITHUB_ACCESS_TOKEN"]: Refreshing state... [id=integrator.prod.GITHUB_ACCESS_TOKEN]
module.doppler_aws_secrets.doppler_secret.secrets["BACKEND_READONLY_URL"]: Refreshing state... [id=integrator.prod.BACKEND_READONLY_URL]
module.doppler_aws_secrets.doppler_secret.secrets["APOLLO_URL"]: Refreshing state... [id=integrator.prod.APOLLO_URL]
module.doppler_aws_secrets.doppler_secret.secrets["APOLLO_ADMIN_TOKEN"]: Refreshing state... [id=integrator.prod.APOLLO_ADMIN_TOKEN]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_EXA_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_EXA_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["DISABLE_MERCURY_CLEANUP"]: Refreshing state... [id=integrator.prod.DISABLE_MERCURY_CLEANUP]
module.doppler_aws_secrets.doppler_secret.secrets["DD_API_KEY"]: Refreshing state... [id=integrator.prod.DD_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["STATSD_METRICS_FLUSH_WAIT_TIME_SECS"]: Refreshing state... [id=integrator.prod.STATSD_METRICS_FLUSH_WAIT_TIME_SECS]
module.doppler_aws_secrets.doppler_secret.secrets["MINIMAX_API_KEY"]: Refreshing state... [id=integrator.prod.MINIMAX_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["SLACK_BOT_TOKEN"]: Refreshing state... [id=integrator.prod.SLACK_BOT_TOKEN]
module.doppler_aws_secrets.doppler_secret.secrets["LANGSMITH_ENDPOINT"]: Refreshing state... [id=integrator.prod.LANGSMITH_ENDPOINT]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_WEBHOOK_SECRET"]: Refreshing state... [id=integrator.prod.COMPOSIO_WEBHOOK_SECRET]
module.doppler_aws_secrets.doppler_secret.secrets["CLICKHOUSE_PASSWORD"]: Refreshing state... [id=integrator.prod.CLICKHOUSE_PASSWORD]
module.doppler_aws_secrets.doppler_secret.secrets["LANGSMITH_API_KEY"]: Refreshing state... [id=integrator.prod.LANGSMITH_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["THERMOS_PORT"]: Refreshing state... [id=integrator.prod.THERMOS_PORT]
module.ecs_api.aws_s3_bucket_policy.alb_logs[0]: Refreshing state... [id=integrator-prod-alb-logs]
module.ecs_api.aws_iam_role_policy_attachment.api_bedrock_access: Refreshing state... [id=integrator-prod-api-task-role-20260209135620314900000002]
module.ai_agent_debugging_role.aws_iam_role.ai_agent_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod]
module.github_actions_role.aws_iam_role_policy.cloudwatch_logs: Refreshing state... [id=integrator-github-actions-prod:integrator-github-actions-prod-cloudwatch-logs-policy]
module.github_actions_role.aws_iam_role_policy_attachment.terraform_admin[0]: Refreshing state... [id=integrator-github-actions-prod-20260115155059879900000001]
module.github_actions_role.aws_iam_role_policy.lambda: Refreshing state... [id=integrator-github-actions-prod:integrator-github-actions-prod-lambda-policy]
data.aws_vpc.default: Reading...
module.ecs_api.aws_security_group.api: Refreshing state... [id=sg-0b340dddce9618955]
module.private_subnets.aws_route_table_association.private[0]: Refreshing state... [id=rtbassoc-0965ac73c1c272e6d]
module.private_subnets.aws_route_table_association.private[1]: Refreshing state... [id=rtbassoc-004db5cb1a7f82fe4]
module.ecs_api.aws_vpc_endpoint.s3[0]: Refreshing state... [id=vpce-01dcb60025fcb1af7]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_assume_role: Reading...
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_assume_role: Read complete after 0s [id=3755515486]
module.rds.data.aws_vpc.selected: Reading...
module.rds.aws_security_group.rds_client[0]: Refreshing state... [id=sg-0a5f38e269947dd2b]
github_actions_secret.aws_role_arn: Refreshing state... [id=integrator:AWS_ROLE_ARN_PROD]
module.rds.aws_security_group.bastion[0]: Refreshing state... [id=sg-00fec6e131a7856da]
data.aws_vpc.default: Read complete after 0s [id=vpc-0529dea5160deb846]
module.doppler_aws_secrets.doppler_secrets_sync_aws_secrets_manager.sync: Refreshing state... [id=dd32cab2-43b9-4982-8608-0d9e7ef07008]
module.ecs_api.aws_vpc_endpoint.secretsmanager[0]: Refreshing state... [id=vpce-03bbad757c880b926]
module.rds.data.aws_vpc.selected: Read complete after 1s [id=vpc-0529dea5160deb846]
module.ecs_api.aws_lb.api: Refreshing state... [id=arn:aws:elasticloadbalancing:us-east-1:256586139593:loadbalancer/app/integrator-prod-alb/a90df99d7efaafb4]
module.datadog_aws_integration.aws_iam_role.datadog: Refreshing state... [id=DatadogIntegrationRole-prod]
module.rds.aws_db_subnet_group.main: Refreshing state... [id=integrator-prod-db-subnet-group]
data.aws_subnets.public: Reading...
github_actions_secret.ecs_subnets: Refreshing state... [id=integrator:ECS_SUBNETS_PROD]
data.aws_subnets.public: Read complete after 0s [id=us-east-1]
module.rds.aws_security_group_rule.bastion_proxy[0]: Refreshing state... [id=sgrule-417166805]
module.rds.aws_security_group.rds: Refreshing state... [id=sg-0d7ecef877697558c]
module.datadog_infra_alerts.datadog_monitor.alb_unhealthy_targets[0]: Refreshing state... [id=253204905]
module.ai_agent_debugging_role.aws_iam_role_policy.ecr_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-ecr-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.rds_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-rds-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.cloudwatch_metrics_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-cloudwatch-metrics-policy]
module.clickhouse_privatelink.aws_security_group.clickhouse_vpce: Refreshing state... [id=sg-034330929d9d990c1]
module.ai_agent_debugging_role.aws_iam_role_policy.cloudwatch_logs_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-cloudwatch-logs-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.iam_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-iam-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.ecs_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-ecs-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.deny_privilege_escalation: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-deny-privilege-escalation]
module.ai_agent_debugging_role.aws_iam_role_policy.s3_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-s3-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.vpc_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-vpc-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.cost_explorer_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-cost-explorer-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.alb_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-alb-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.secrets_manager_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-secrets-manager-policy]
module.ecs_api.aws_lb_listener.http: Refreshing state... [id=arn:aws:elasticloadbalancing:us-east-1:256586139593:listener/app/integrator-prod-alb/a90df99d7efaafb4/0c03b8bc33aef8d0]
module.doppler_aws_secrets.null_resource.wait_for_secrets: Refreshing state... [id=6377302389223299939]
module.datadog_aws_integration.aws_iam_role_policy_attachment.security_audit: Refreshing state... [id=DatadogIntegrationRole-prod-20260122200458727200000001]
module.clickhouse_privatelink.aws_vpc_endpoint.clickhouse: Refreshing state... [id=vpce-042be8f500c67fba7]
module.rds.aws_db_instance.main: Refreshing state... [id=db-PPFVILK5DKEQIIFO47ASSRDD2A]
github_actions_secret.aws_debugging_role_arn: Refreshing state... [id=integrator:AWS_DEBUGGING_ROLE_ARN_PROD]
github_actions_secret.ecs_security_groups: Refreshing state... [id=integrator:ECS_SECURITY_GROUPS_PROD]
module.rds.aws_instance.bastion[0]: Refreshing state... [id=i-0342e072cbf34ad16]
module.datadog_infra_alerts.datadog_monitor.alb_5xx[0]: Refreshing state... [id=253204904]
module.rds.null_resource.create_readonly_user[0]: Refreshing state... [id=1172274362782256699]
module.datadog_infra_alerts.datadog_monitor.rds_cpu: Refreshing state... [id=253205241]
module.datadog_infra_alerts.datadog_monitor.rds_queue_depth: Refreshing state... [id=253205237]
module.datadog_infra_alerts.datadog_monitor.rds_storage: Refreshing state... [id=253205238]
module.datadog_infra_alerts.datadog_monitor.rds_read_latency: Refreshing state... [id=253205236]
module.datadog_infra_alerts.datadog_monitor.rds_write_latency: Refreshing state... [id=253205235]
module.datadog_infra_alerts.datadog_monitor.rds_connections: Refreshing state... [id=253205240]
module.datadog_infra_alerts.datadog_monitor.rds_memory: Refreshing state... [id=253205239]
module.ecs_api.aws_iam_policy.api_secrets_access: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-api-secrets-access]
module.ecs_api.aws_iam_role_policy.migrations_lambda_access: Refreshing state... [id=integrator-prod-migrations-lambda-role:integrator-prod-migrations-lambda-access]
module.ecs_api.aws_lambda_function.migrations: Refreshing state... [id=integrator-prod-migrations]
module.ecs_api.aws_ecs_task_definition.migrations: Refreshing state... [id=integrator-prod-migrations]
module.ecs_api.aws_iam_role_policy_attachment.api_secrets_access: Refreshing state... [id=integrator-prod-api-task-execution-role-20251127102314997400000001]
module.clickhouse_privatelink.clickhouse_service_private_endpoints_attachment.this: Refreshing state...
module.rds.aws_eip.bastion[0]: Refreshing state... [id=eipalloc-0e0ae9a6a950dc2d6]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[2]: Reading...
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[0]: Reading...
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[4]: Reading...
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[3]: Reading...
module.ecs_background_runner.aws_iam_policy.s3_knowledge_access: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-s3-knowledge-access]
module.ecs_background_runner.aws_iam_role.task_execution: Refreshing state... [id=integrator-prod-ecs-task-execution-role]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[1]: Reading...
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[4]: Read complete after 0s [id=3797455924]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[1]: Read complete after 0s [id=1846264275]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[2]: Read complete after 0s [id=4005895420]
module.ecs_background_runner.aws_ecs_cluster.cluster[0]: Refreshing state... [id=arn:aws:ecs:us-east-1:256586139593:cluster/default]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[3]: Read complete after 0s [id=2585308447]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[0]: Read complete after 0s [id=616917803]
module.ecs_background_runner.aws_iam_policy.ecs_exec: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-ecs-exec-policy]
module.ecs_background_runner.aws_ecr_repository.background_runner[0]: Refreshing state... [id=integrator-background-runner]
module.ecs_background_runner.aws_iam_policy.bedrock_access: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-bedrock-access]
module.ecs_background_runner.aws_cloudwatch_log_group.ecs_task_events: Refreshing state... [id=/aws/events/integrator/prod/ecs-task-state-change]
module.ecs_background_runner.aws_iam_policy.secrets_manager_access: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-ecs-secrets-access]
module.ecs_background_runner.aws_cloudwatch_log_group.task_logs: Refreshing state... [id=/ecs/integrator/prod/background-runner]
module.ecs_background_runner.aws_iam_role.task: Refreshing state... [id=integrator-prod-ecs-task-role]
module.datadog_aws_integration.aws_iam_policy.datadog[1]: Refreshing state... [id=arn:aws:iam::256586139593:policy/DatadogIntegrationPolicy-prod-2]
module.datadog_aws_integration.aws_iam_policy.datadog[3]: Refreshing state... [id=arn:aws:iam::256586139593:policy/DatadogIntegrationPolicy-prod-4]
module.datadog_aws_integration.aws_iam_policy.datadog[2]: Refreshing state... [id=arn:aws:iam::256586139593:policy/DatadogIntegrationPolicy-prod-3]
module.datadog_aws_integration.aws_iam_policy.datadog[4]: Refreshing state... [id=arn:aws:iam::256586139593:policy/DatadogIntegrationPolicy-prod-5]
module.datadog_aws_integration.aws_iam_policy.datadog[0]: Refreshing state... [id=arn:aws:iam::256586139593:policy/DatadogIntegrationPolicy-prod-1]
module.ecs_background_runner.aws_cloudwatch_event_rule.ecs_task_state_change: Refreshing state... [id=integrator-prod-ecs-task-state-change]
module.ecs_background_runner.aws_iam_role_policy_attachment.task_execution: Refreshing state... [id=integrator-prod-ecs-task-execution-role-20251117132727612500000001]
module.ecs_background_runner.aws_ecr_lifecycle_policy.background_runner[0]: Refreshing state... [id=integrator-background-runner]
module.ecs_background_runner.aws_iam_role_policy_attachment.secrets_access: Refreshing state... [id=integrator-prod-ecs-task-execution-role-20251117132727872900000002]
module.ecs_background_runner.aws_iam_role_policy_attachment.ecs_exec: Refreshing state... [id=integrator-prod-ecs-task-role-20251118121957970700000001]
module.ecs_background_runner.aws_iam_role_policy_attachment.s3_knowledge_access: Refreshing state... [id=integrator-prod-ecs-task-role-20260110150021566200000001]
module.ecs_background_runner.aws_iam_role_policy_attachment.bedrock_access: Refreshing state... [id=integrator-prod-ecs-task-role-20260209135620251900000001]
module.ecs_background_runner.aws_ecs_task_definition.background_runner: Refreshing state... [id=integrator-prod-background-runner]
module.datadog_aws_integration.aws_iam_role_policy_attachment.datadog[0]: Refreshing state... [id=DatadogIntegrationRole-prod-20260122200458870300000006]
module.datadog_aws_integration.aws_iam_role_policy_attachment.datadog[1]: Refreshing state... [id=DatadogIntegrationRole-prod-20260122200458823800000002]
module.datadog_aws_integration.aws_iam_role_policy_attachment.datadog[2]: Refreshing state... [id=DatadogIntegrationRole-prod-20260122200458869600000005]
module.datadog_aws_integration.aws_iam_role_policy_attachment.datadog[4]: Refreshing state... [id=DatadogIntegrationRole-prod-20260122200458829600000003]
module.github_actions_role.aws_iam_role_policy.ecr: Refreshing state... [id=integrator-github-actions-prod:integrator-github-actions-prod-ecr-policy]
module.datadog_aws_integration.aws_iam_role_policy_attachment.datadog[3]: Refreshing state... [id=DatadogIntegrationRole-prod-20260122200458830300000004]
module.ecs_background_runner.aws_cloudwatch_event_target.ecs_task_state_change_logs: Refreshing state... [id=integrator-prod-ecs-task-state-change-LogTaskStateChanges]
module.ecs_api.aws_ecs_task_definition.api: Refreshing state... [id=integrator-prod-api]
module.datadog_infra_alerts.datadog_monitor.background_runner_memory: Refreshing state... [id=253205244]
module.ecs_api.aws_iam_policy.launch_background_runner: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-api-launch-tasks-policy]
module.ecs_api.aws_ecs_task_definition.poller: Refreshing state... [id=integrator-prod-poller]
module.ecs_api.aws_ecs_service.api: Refreshing state... [id=arn:aws:ecs:us-east-1:256586139593:service/default/integrator-prod-api]
module.ecs_api.aws_iam_role_policy_attachment.api_launch_tasks: Refreshing state... [id=integrator-prod-api-task-role-20251119130129778400000002]
module.ecs_api.aws_ecs_service.poller: Refreshing state... [id=arn:aws:ecs:us-east-1:256586139593:service/default/integrator-prod-poller]
module.datadog_infra_alerts.datadog_monitor.ecs_api_memory: Refreshing state... [id=253205257]
module.datadog_infra_alerts.datadog_monitor.ecs_api_task_failures: Refreshing state... [id=253205260]
module.datadog_infra_alerts.datadog_monitor.ecs_api_cpu: Refreshing state... [id=253205258]
module.github_actions_role.aws_iam_role_policy.ecs: Refreshing state... [id=integrator-github-actions-prod:integrator-github-actions-prod-ecs-policy]
module.datadog_infra_alerts.datadog_monitor.ecs_poller_memory: Refreshing state... [id=253205261]
module.datadog_infra_alerts.datadog_monitor.ecs_poller_cpu: Refreshing state... [id=253205259]
module.datadog_infra_alerts.datadog_monitor.ecs_poller_task_failures: Refreshing state... [id=253205262]

Terraform used the selected providers to generate the following execution
plan. Resource actions are indicated with the following symbols:
  ~ update in-place
  - destroy
-/+ destroy and then create replacement
 <= read (data resources)

Terraform will perform the following actions:

  # module.ai_agent_debugging_role.aws_iam_role.ai_agent_debugging will be updated in-place
  ~ resource "aws_iam_role" "ai_agent_debugging" {
      ~ assume_role_policy    = jsonencode(
          ~ {
              ~ Statement = [
                  ~ {
                      ~ Condition = {
                          - BoolIfExists = {
                              - "aws:MultiFactorAuthPresent" = "true"
                            }
                          ~ StringLike   = {
                              ~ "aws:PrincipalArn" = [
                                  - "arn:aws:iam::256586139593:user/*",
                                  - "arn:aws:iam::256586139593:role/aws-reserved/sso.amazonaws.com/AWSReservedSSO_*",
                                ] -> "arn:aws:iam::256586139593:role/aws-reserved/sso.amazonaws.com/AWSReservedSSO_*"
                            }
                        }
                      + Sid       = "AllowSSORoles"
                        # (3 unchanged attributes hidden)
                    },
                  + {
                      + Action    = "sts:AssumeRole"
                      + Condition = {
                          + Bool       = {
                              + "aws:MultiFactorAuthPresent" = "true"
                            }
                          + StringLike = {
                              + "aws:PrincipalArn" = "arn:aws:iam::256586139593:user/*"
                            }
                        }
                      + Effect    = "Allow"
                      + Principal = {
                          + AWS = "arn:aws:iam::256586139593:root"
                        }
                      + Sid       = "AllowIAMUsers"
                    },
                    {
                        Action    = "sts:AssumeRoleWithWebIdentity"
                        Condition = {
                            StringEquals = {
                                "token.actions.githubusercontent.com:aud" = "sts.amazonaws.com"
                            }
                            StringLike   = {
                                "token.actions.githubusercontent.com:sub" = [
                                    "repo:ComposioHQ/integrator:ref:refs/heads/next",
                                    "repo:ComposioHQ/integrator:environment:production",
                                ]
                            }
                        }
                        Effect    = "Allow"
                        Principal = {
                            Federated = "arn:aws:iam::256586139593:oidc-provider/token.actions.githubusercontent.com"
                        }
                    },
                ]
                # (1 unchanged attribute hidden)
            }
        )
        id                    = "integrator-ai-agent-debugging-prod"
        name                  = "integrator-ai-agent-debugging-prod"
        tags                  = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-ai-agent-debugging-prod"
            "Purpose"     = "AI Agent Read-only Debugging"
        }
        # (8 unchanged attributes hidden)

        # (12 unchanged blocks hidden)
    }

  # module.doppler_aws_secrets.data.aws_secretsmanager_secrets.synced will be read during apply
  # (depends on a resource or a module with changes pending)
 <= data "aws_secretsmanager_secrets" "synced" {
      + arns  = (known after apply)
      + id    = (known after apply)
      + names = (known after apply)

      + filter {
          + name   = "name"
          + values = [
              + "doppler/integrator/prod/",
            ]
        }
    }

  # module.doppler_aws_secrets.doppler_secret.secrets["DEEPSEEK_API_KEY"] will be destroyed
  # (because key ["DEEPSEEK_API_KEY"] is not in for_each map)
  - resource "doppler_secret" "secrets" {
      - computed   = (sensitive value) -> null
      - config     = "prod" -> null
      - id         = "integrator.prod.DEEPSEEK_API_KEY" -> null
      - name       = "DEEPSEEK_API_KEY" -> null
      - project    = "integrator" -> null
      - value      = (sensitive value) -> null
      - value_type = "string" -> null
      - visibility = "masked" -> null
    }

  # module.doppler_aws_secrets.doppler_secret.secrets["MINIMAX_API_KEY"] will be destroyed
  # (because key ["MINIMAX_API_KEY"] is not in for_each map)
  - resource "doppler_secret" "secrets" {
      - computed   = (sensitive value) -> null
      - config     = "prod" -> null
      - id         = "integrator.prod.MINIMAX_API_KEY" -> null
      - name       = "MINIMAX_API_KEY" -> null
      - project    = "integrator" -> null
      - value      = (sensitive value) -> null
      - value_type = "string" -> null
      - visibility = "masked" -> null
    }

  # module.doppler_aws_secrets.doppler_secret.secrets["Z_AI_API_KEY"] will be destroyed
  # (because key ["Z_AI_API_KEY"] is not in for_each map)
  - resource "doppler_secret" "secrets" {
      - computed   = (sensitive value) -> null
      - config     = "prod" -> null
      - id         = "integrator.prod.Z_AI_API_KEY" -> null
      - name       = "Z_AI_API_KEY" -> null
      - project    = "integrator" -> null
      - value      = (sensitive value) -> null
      - value_type = "string" -> null
      - visibility = "masked" -> null
    }

  # module.doppler_aws_secrets.doppler_secret.secrets["Z_AI_BASE_URL"] will be destroyed
  # (because key ["Z_AI_BASE_URL"] is not in for_each map)
  - resource "doppler_secret" "secrets" {
      - computed   = (sensitive value) -> null
      - config     = "prod" -> null
      - id         = "integrator.prod.Z_AI_BASE_URL" -> null
      - name       = "Z_AI_BASE_URL" -> null
      - project    = "integrator" -> null
      - value      = (sensitive value) -> null
      - value_type = "string" -> null
      - visibility = "masked" -> null
    }

  # module.doppler_aws_secrets.null_resource.wait_for_secrets must be replaced
-/+ resource "null_resource" "wait_for_secrets" {
      ~ id       = "6377302389223299939" -> (known after apply)
      ~ triggers = { # forces replacement
          ~ "secret_count" = "62" -> "58"
            # (2 unchanged elements hidden)
        }
    }

  # module.ecs_api.aws_ecs_service.api will be updated in-place
  ~ resource "aws_ecs_service" "api" {
        id                                 = "arn:aws:ecs:us-east-1:256586139593:service/default/integrator-prod-api"
        name                               = "integrator-prod-api"
        tags                               = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-api-service"
        }
      ~ task_definition                    = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-api:125" -> (known after apply)
        # (16 unchanged attributes hidden)

        # (4 unchanged blocks hidden)
    }

  # module.ecs_api.aws_ecs_service.poller will be updated in-place
  ~ resource "aws_ecs_service" "poller" {
        id                                 = "arn:aws:ecs:us-east-1:256586139593:service/default/integrator-prod-poller"
        name                               = "integrator-prod-poller"
        tags                               = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-poller-service"
        }
      ~ task_definition                    = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-poller:110" -> (known after apply)
        # (16 unchanged attributes hidden)

        # (3 unchanged blocks hidden)
    }

  # module.ecs_api.aws_ecs_task_definition.api must be replaced
-/+ resource "aws_ecs_task_definition" "api" {
      ~ arn                      = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-api:125" -> (known after apply)
      ~ arn_without_revision     = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-api" -> (known after apply)
      ~ container_definitions    = (sensitive value) # forces replacement
      ~ enable_fault_injection   = false -> (known after apply)
      ~ id                       = "integrator-prod-api" -> (known after apply)
      ~ revision                 = 125 -> (known after apply)
        tags                     = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-api"
        }
        # (10 unchanged attributes hidden)
    }

  # module.ecs_api.aws_ecs_task_definition.poller must be replaced
-/+ resource "aws_ecs_task_definition" "poller" {
      ~ arn                      = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-poller:110" -> (known after apply)
      ~ arn_without_revision     = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-poller" -> (known after apply)
      ~ container_definitions    = (sensitive value) # forces replacement
      ~ enable_fault_injection   = false -> (known after apply)
      ~ id                       = "integrator-prod-poller" -> (known after apply)
      ~ revision                 = 110 -> (known after apply)
        tags                     = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-poller"
        }
        # (10 unchanged attributes hidden)
    }

  # module.ecs_api.aws_iam_policy.api_secrets_access will be updated in-place
  ~ resource "aws_iam_policy" "api_secrets_access" {
        id               = "arn:aws:iam::256586139593:policy/integrator-prod-api-secrets-access"
        name             = "integrator-prod-api-secrets-access"
      ~ policy           = (sensitive value)
        tags             = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-api-secrets-access"
        }
        # (6 unchanged attributes hidden)
    }

  # module.ecs_api.aws_iam_policy.launch_background_runner will be updated in-place
  ~ resource "aws_iam_policy" "launch_background_runner" {
        id               = "arn:aws:iam::256586139593:policy/integrator-prod-api-launch-tasks-policy"
        name             = "integrator-prod-api-launch-tasks-policy"
      ~ policy           = jsonencode(
            {
              - Statement = [
                  - {
                      - Action   = [
                          - "ecs:RunTask",
                          - "ecs:DescribeTasks",
                          - "ecs:StopTask",
                          - "ecs:ListTasks",
                        ]
                      - Effect   = "Allow"
                      - Resource = [
                          - "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-background-runner:*",
                          - "arn:aws:ecs:us-east-1:256586139593:task/default/*",
                        ]
                    },
                  - {
                      - Action    = [
                          - "iam:PassRole",
                        ]
                      - Condition = {
                          - StringEquals = {
                              - "iam:PassedToService" = "ecs-tasks.amazonaws.com"
                            }
                        }
                      - Effect    = "Allow"
                      - Resource  = [
                          - "arn:aws:iam::256586139593:role/integrator-prod-ecs-task-execution-role",
                          - "arn:aws:iam::256586139593:role/integrator-prod-ecs-task-role",
                        ]
                    },
                ]
              - Version   = "2012-10-17"
            }
        ) -> (known after apply)
        tags             = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-api-launch-tasks-policy"
        }
        # (6 unchanged attributes hidden)
    }

  # module.ecs_background_runner.data.aws_caller_identity.current will be read during apply
  # (depends on a resource or a module with changes pending)
 <= data "aws_caller_identity" "current" {
      + account_id = (known after apply)
      + arn        = (known after apply)
      + id         = (known after apply)
      + user_id    = (known after apply)
    }

  # module.ecs_background_runner.aws_ecs_task_definition.background_runner must be replaced
-/+ resource "aws_ecs_task_definition" "background_runner" {
      ~ arn                      = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-background-runner:142" -> (known after apply)
      ~ arn_without_revision     = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-background-runner" -> (known after apply)
      ~ container_definitions    = (sensitive value) # forces replacement
      ~ enable_fault_injection   = false -> (known after apply)
      ~ id                       = "integrator-prod-background-runner" -> (known after apply)
      ~ revision                 = 142 -> (known after apply)
        tags                     = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-background-runner"
        }
        # (10 unchanged attributes hidden)
    }

  # module.ecs_background_runner.aws_iam_policy.bedrock_access will be updated in-place
  ~ resource "aws_iam_policy" "bedrock_access" {
        id               = "arn:aws:iam::256586139593:policy/integrator-prod-bedrock-access"
        name             = "integrator-prod-bedrock-access"
      ~ policy           = jsonencode(
            {
              - Statement = [
                  - {
                      - Action   = [
                          - "bedrock:InvokeModel",
                          - "bedrock:InvokeModelWithResponseStream",
                        ]
                      - Effect   = "Allow"
                      - Resource = [
                          - "arn:aws:bedrock:*::foundation-model/anthropic.*",
                          - "arn:aws:bedrock:*::inference-profile/us.anthropic.*",
                          - "arn:aws:bedrock:*:256586139593:inference-profile/*",
                          - "arn:aws:bedrock:*:256586139593:application-inference-profile/*",
                        ]
                      - Sid      = "BedrockModelInvocation"
                    },
                  - {
                      - Action   = [
                          - "bedrock:ListInferenceProfiles",
                          - "bedrock:GetInferenceProfile",
                        ]
                      - Effect   = "Allow"
                      - Resource = "*"
                      - Sid      = "BedrockListProfiles"
                    },
                  - {
                      - Action   = [
                          - "aws-marketplace:ViewSubscriptions",
                          - "aws-marketplace:Subscribe",
                        ]
                      - Effect   = "Allow"
                      - Resource = "*"
                      - Sid      = "MarketplaceModelAccess"
                    },
                ]
              - Version   = "2012-10-17"
            }
        ) -> (known after apply)
        tags             = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-bedrock-access"
        }
        # (6 unchanged attributes hidden)
    }

  # module.ecs_background_runner.aws_iam_policy.secrets_manager_access will be updated in-place
  ~ resource "aws_iam_policy" "secrets_manager_access" {
        id               = "arn:aws:iam::256586139593:policy/integrator-prod-ecs-secrets-access"
        name             = "integrator-prod-ecs-secrets-access"
      ~ policy           = jsonencode(
            {
              - Statement = [
                  - {
                      - Action   = [
                          - "secretsmanager:GetSecretValue",
                          - "secretsmanager:DescribeSecret",
                        ]
                      - Effect   = "Allow"
                      - Resource = [
                          - "arn:aws:secretsmanager:us-east-1:256586139593:secret:doppler/integrator/prod/*",
                          - "arn:aws:secretsmanager:us-east-1:256586139593:secret:integrator/prod/rds-master-password-eUwfvl",
                        ]
                    },
                  - {
                      - Action    = [
                          - "kms:Decrypt",
                          - "kms:DescribeKey",
                        ]
                      - Condition = {
                          - StringEquals = {
                              - "kms:ViaService" = "secretsmanager.us-east-1.amazonaws.com"
                            }
                        }
                      - Effect    = "Allow"
                      - Resource  = "*"
                    },
                ]
              - Version   = "2012-10-17"
            }
        ) -> (known after apply)
        tags             = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-ecs-secrets-access"
        }
        # (6 unchanged attributes hidden)
    }

  # module.github_actions_role.aws_iam_openid_connect_provider.github[0] will be updated in-place
  ~ resource "aws_iam_openid_connect_provider" "github" {
        id              = "arn:aws:iam::256586139593:oidc-provider/token.actions.githubusercontent.com"
      ~ tags            = {
          + "Environment" = "prod"
          ~ "ManagedBy"   = "terraform-bootstrap" -> "Terraform"
          + "Name"        = "github-actions-oidc-provider"
          - "Project"     = "devos" -> null
        }
      ~ tags_all        = {
          + "Environment" = "prod"
          ~ "ManagedBy"   = "terraform-bootstrap" -> "Terraform"
          + "Name"        = "github-actions-oidc-provider"
          - "Project"     = "devos" -> null
        }
      ~ thumbprint_list = [
          - "ffffffffffffffffffffffffffffffffffffffff",
          + "2b18947a6a9fc7764fd8b5fb18a863b0c6dac24f",
          + "dd55b4520291e276588f0dd02fafd83a7368e0fa",
          + "7560d6f40fa55195f740ee2b1b7c0b4836cbe103",
        ]
        # (3 unchanged attributes hidden)
    }

  # module.rds.aws_security_group.bastion[0] will be updated in-place
  ~ resource "aws_security_group" "bastion" {
        id                     = "sg-00fec6e131a7856da"
      ~ ingress                = [
          - {
              - cidr_blocks      = [
                  - "172.31.0.0/16",
                ]
              - description      = "Squid proxy access from VPC"
              - from_port        = 3128
              - ipv6_cidr_blocks = []
              - prefix_list_ids  = []
              - protocol         = "tcp"
              - security_groups  = []
              - self             = false
              - to_port          = 3128
            },
            # (1 unchanged element hidden)
        ]
        name                   = "integrator-prod-bastion-sg"
        tags                   = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-bastion-sg"
        }
        # (7 unchanged attributes hidden)
    }

Plan: 4 to add, 9 to change, 8 to destroy.

Changes to Outputs:
  ~ api_task_definition_arn              = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-api:125" -> (known after apply)
  ~ ecs_task_definition_arn              = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-background-runner:142" -> (known after apply)

Warning: Argument is deprecated

  with module.datadog_dashboards.datadog_dashboard.cost,
  on ../../modules/datadog-dashboards/cost.tf line 16, in resource "datadog_dashboard" "cost":
  16:     default          = "*"

Use `defaults` instead.

(and 13 more similar warnings elsewhere)

Warning: Check block assertion known after apply

  on ../../modules/doppler-aws-secrets/main.tf line 341, in check "secrets_synced":
 341:     condition     = length(local.missing_secrets) == 0

The condition could not be evaluated at this time, a result will be known
when this plan is applied.

Warning: Check block assertion known after apply

  on ../../modules/ecs-api/main.tf line 474, in check "api_secrets_present":
 474:     condition     = length(local.missing_secrets) == 0

The condition could not be evaluated at this time, a result will be known
when this plan is applied.

─────────────────────────────────────────────────────────────────────────────

Saved the plan to: tfplan

To perform exactly these actions, run the following command to apply:
    terraform apply "tfplan"

loading diff…

@github-actions[bot]3mo ago

✅ Terraform Plan: Production

ℹ️ Note: The Plan: 3 to add, 3 to change, 3 to destroy. output is always expected due to a known Terraform AWS provider issue. ECS task definitions show as must be replaced on every plan because the provider stores container definitions in a different order than AWS returns them. This is cosmetic only - real changes (new images, env vars) are still detected correctly.

module.rds.random_password.master[0]: Refreshing state... [id=none]
module.doppler_aws_secrets.doppler_environment.config: Refreshing state... [id=integrator.prod]
module.rds.random_password.readonly[0]: Refreshing state... [id=none]
data.doppler_secrets.github: Reading...
module.rds.tls_private_key.bastion[0]: Refreshing state... [id=b458af7b383ee8f3e3fcd9aeaac04b321158c3eb]
module.doppler_aws_secrets.data.external.env_vars: Reading...
module.github_actions_role.data.tls_certificate.github: Reading...
module.github_actions_role.data.tls_certificate.github: Read complete after 0s [id=772ed8785f2c647baa040d3a1b4aa6cafacb6267]
module.datadog_log_pipeline.datadog_apm_retention_filter.llmobs_traces: Refreshing state... [id=ZAg6PqW4QYS9vFG1VbVz-g]
module.datadog_watchdog_monitors.datadog_monitor.fixable_error_rate_tiered: Refreshing state... [id=259161122]
module.datadog_aws_integration.data.datadog_integration_aws_iam_permissions.permissions: Reading...
module.datadog_aws_integration.data.datadog_integration_aws_available_namespaces.available: Reading...
module.datadog_watchdog_monitors.datadog_monitor.batch_poller_heartbeat: Refreshing state... [id=258866091]
module.datadog_log_pipeline.datadog_apm_retention_filter.error_traces: Refreshing state... [id=nUNRxvKsTYaNYc3mOIp8qQ]
module.datadog_aws_integration.data.datadog_integration_aws_available_namespaces.available: Read complete after 0s [id=integration-aws-available-namespaces]
module.datadog_aws_integration.data.datadog_integration_aws_iam_permissions.permissions: Read complete after 0s [id=integration-aws-iam-permissions]
module.datadog_monitors.datadog_monitor.all_errors_log[0]: Refreshing state... [id=253047645]
module.datadog_monitors.datadog_monitor.error_tracking_new_issues: Refreshing state... [id=253047644]
module.datadog_watchdog_monitors.datadog_monitor.fixable_error_rate_anomaly: Refreshing state... [id=258866090]
module.doppler_aws_secrets.data.external.env_vars: Read complete after 1s [id=-]
module.datadog_log_pipeline.datadog_logs_index.integrator: Refreshing state... [id=integrator-prod]
module.datadog_log_pipeline.datadog_logs_custom_pipeline.integrator_json: Refreshing state... [id=Tr5j8R9oTUmYINowsAYAcw]
data.doppler_secrets.github: Read complete after 1s [id=integrator.prod]
module.ecs_api.aws_iam_role.api_task: Refreshing state... [id=integrator-prod-api-task-role]
module.ecs_api.aws_cloudwatch_log_group.poller_logs: Refreshing state... [id=/ecs/integrator/prod/poller]
module.private_subnets.data.aws_availability_zones.available: Reading...
module.rds.aws_iam_role.rds_monitoring[0]: Refreshing state... [id=integrator-prod-rds-monitoring-role]
module.ecs_api.aws_s3_bucket.migrations: Refreshing state... [id=integrator-prod-migrations]
module.private_subnets.data.aws_availability_zones.available: Read complete after 0s [id=us-east-1]
module.doppler_aws_secrets.aws_iam_role.doppler_secrets_manager: Refreshing state... [id=integrator-prod-doppler-secrets-manager-role]
module.ecs_api.aws_iam_policy.ecs_exec: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-api-ecs-exec-policy]
module.rds.data.aws_ami.amazon_linux[0]: Reading...
module.rds.data.aws_region.current: Reading...
module.rds.data.aws_region.current: Read complete after 0s [id=us-east-1]
module.github_actions_role.aws_iam_openid_connect_provider.github[0]: Refreshing state... [id=arn:aws:iam::256586139593:oidc-provider/token.actions.githubusercontent.com]
module.rds.aws_key_pair.bastion[0]: Refreshing state... [id=integrator-prod-bastion-key]
module.ecs_api.aws_cloudwatch_log_group.migrations_lambda_logs: Refreshing state... [id=/aws/lambda/integrator-prod-migrations]
module.ecs_api.aws_ecr_repository.api[0]: Refreshing state... [id=integrator-api]
module.ecs_api.aws_iam_role.api_task_execution: Refreshing state... [id=integrator-prod-api-task-execution-role]
module.ecs_api.aws_cloudwatch_log_group.api_logs: Refreshing state... [id=/ecs/integrator/prod/api]
module.ecs_api.aws_cloudwatch_log_group.migrations_logs: Refreshing state... [id=/ecs/integrator/prod/migrations]
module.ecs_api.aws_iam_role.migrations_lambda: Refreshing state... [id=integrator-prod-migrations-lambda-role]
module.ecs_api.aws_s3_bucket.alb_logs[0]: Refreshing state... [id=integrator-prod-alb-logs]
module.doppler_aws_secrets.aws_iam_policy.doppler_secrets_manager: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-doppler-secrets-manager-policy]
module.ecs_api.data.aws_elb_service_account.main: Reading...
module.ecs_api.data.aws_elb_service_account.main: Read complete after 0s [id=127311923021]
module.rds.aws_db_parameter_group.main: Refreshing state... [id=integrator-prod-postgres-20251121153637932500000001]
module.rds.aws_iam_role.bastion[0]: Refreshing state... [id=integrator-prod-bastion-role]
module.rds.aws_secretsmanager_secret.readonly_password[0]: Refreshing state... [id=integrator/prod/rds-readonly-password]
module.private_subnets.data.aws_vpc.default: Reading...
module.knowledge_bucket.aws_s3_bucket.this: Refreshing state... [id=integrator-knowledge-prod]
module.bedrock_profiles.data.aws_region.current: Reading...
module.bedrock_profiles.data.aws_region.current: Read complete after 0s [id=us-east-1]
module.rds.aws_secretsmanager_secret.master_password[0]: Refreshing state... [id=arn:aws:secretsmanager:us-east-1:256586139593:secret:integrator/prod/rds-master-password-eUwfvl]
module.artifacts_bucket.aws_s3_bucket.this: Refreshing state... [id=integrator-artifacts-prod]
module.ecs_api.data.aws_vpc.selected: Reading...
data.aws_caller_identity.current: Reading...
data.aws_caller_identity.current: Read complete after 0s [id=256586139593]
module.ai_agent_debugging_role.data.aws_caller_identity.current: Reading...
module.ai_agent_debugging_role.data.aws_caller_identity.current: Read complete after 0s [id=256586139593]
module.github_actions_role.data.aws_caller_identity.current: Reading...
module.github_actions_role.data.aws_caller_identity.current: Read complete after 0s [id=256586139593]
module.ecs_api.data.aws_caller_identity.current: Reading...
module.ecs_api.data.aws_caller_identity.current: Read complete after 0s [id=256586139593]
module.ecs_api.data.aws_ecs_cluster.default: Reading...
module.rds.aws_secretsmanager_secret.bastion_ssh_key[0]: Refreshing state... [id=arn:aws:secretsmanager:us-east-1:256586139593:secret:integrator/prod/bastion-ssh-key-1KH899]
module.doppler_aws_secrets.data.doppler_secrets.existing: Reading...
module.ecs_api.data.aws_ecs_cluster.default: Read complete after 1s [id=arn:aws:ecs:us-east-1:256586139593:cluster/default]
github_actions_secret.gh_access_token: Refreshing state... [id=integrator:GH_ACCESS_TOKEN]
module.rds.aws_iam_role_policy_attachment.rds_monitoring[0]: Refreshing state... [id=integrator-prod-rds-monitoring-role-20251121100809599300000002]
module.doppler_aws_secrets.doppler_integration_aws_secrets_manager.integration: Refreshing state... [id=f8180e75-b756-44ea-94f0-ba14f3f34cf3]
module.github_actions_role.aws_iam_role.github_actions: Refreshing state... [id=integrator-github-actions-prod]
module.ecs_api.aws_iam_role_policy_attachment.api_ecs_exec: Refreshing state... [id=integrator-prod-api-task-role-20260110143245125100000001]
module.rds.data.aws_ami.amazon_linux[0]: Read complete after 1s [id=ami-0aae19d30bab785d3]
module.ecs_api.aws_s3_bucket_public_access_block.migrations: Refreshing state... [id=integrator-prod-migrations]
module.ecs_api.aws_iam_role_policy_attachment.api_task_execution: Refreshing state... [id=integrator-prod-api-task-execution-role-20251119130129752900000001]
module.ecs_api.aws_ecr_lifecycle_policy.api[0]: Refreshing state... [id=integrator-api]
module.private_subnets.data.aws_vpc.default: Read complete after 1s [id=vpc-0529dea5160deb846]
module.doppler_aws_secrets.aws_iam_role_policy_attachment.doppler_secrets_manager: Refreshing state... [id=integrator-prod-doppler-secrets-manager-role-20251117114311112900000001]
module.ecs_api.data.aws_vpc.selected: Read complete after 1s [id=vpc-0529dea5160deb846]
module.ecs_api.aws_iam_role_policy_attachment.migrations_lambda_basic: Refreshing state... [id=integrator-prod-migrations-lambda-role-20260204170613005600000002]
module.ecs_api.aws_iam_role_policy_attachment.migrations_lambda_vpc: Refreshing state... [id=integrator-prod-migrations-lambda-role-20260204170613044800000003]
module.rds.aws_iam_instance_profile.bastion[0]: Refreshing state... [id=integrator-prod-bastion-profile]
module.rds.aws_iam_role_policy_attachment.bastion_ssm[0]: Refreshing state... [id=integrator-prod-bastion-role-20251209065339934800000002]
module.rds.aws_secretsmanager_secret_version.readonly_password[0]: Refreshing state... [id=integrator/prod/rds-readonly-password|terraform-20260113102854430300000001]
module.rds.aws_secretsmanager_secret_version.master_password[0]: Refreshing state... [id=arn:aws:secretsmanager:us-east-1:256586139593:secret:integrator/prod/rds-master-password-eUwfvl|terraform-20260102104323671400000002]
module.ecs_api.aws_s3_bucket_lifecycle_configuration.alb_logs[0]: Refreshing state... [id=integrator-prod-alb-logs]
module.ecs_api.aws_iam_policy.bedrock_access: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-api-bedrock-access]
module.ecs_api.aws_s3_bucket_public_access_block.alb_logs[0]: Refreshing state... [id=integrator-prod-alb-logs]
module.ecs_api.aws_s3_bucket_server_side_encryption_configuration.alb_logs[0]: Refreshing state... [id=integrator-prod-alb-logs]
module.rds.aws_secretsmanager_secret_version.bastion_ssh_key[0]: Refreshing state... [id=arn:aws:secretsmanager:us-east-1:256586139593:secret:integrator/prod/bastion-ssh-key-1KH899|terraform-20251209070355334400000002]
module.doppler_aws_secrets.data.doppler_secrets.existing: Read complete after 1s [id=integrator.prod]
module.knowledge_bucket.aws_s3_bucket_versioning.this[0]: Refreshing state... [id=integrator-knowledge-prod]
module.knowledge_bucket.aws_s3_bucket_public_access_block.this: Refreshing state... [id=integrator-knowledge-prod]
module.knowledge_bucket.aws_s3_bucket_lifecycle_configuration.this: Refreshing state... [id=integrator-knowledge-prod]
module.knowledge_bucket.aws_s3_bucket_server_side_encryption_configuration.this: Refreshing state... [id=integrator-knowledge-prod]
module.artifacts_bucket.aws_s3_bucket_lifecycle_configuration.this: Refreshing state... [id=integrator-artifacts-prod]
module.artifacts_bucket.aws_s3_bucket_server_side_encryption_configuration.this: Refreshing state... [id=integrator-artifacts-prod]
module.artifacts_bucket.aws_s3_bucket_public_access_block.this: Refreshing state... [id=integrator-artifacts-prod]
module.private_subnets.aws_route_table.private: Refreshing state... [id=rtb-0cec1fb4f58eaade7]
module.private_subnets.aws_subnet.private[0]: Refreshing state... [id=subnet-0c9ccc78412c4983e]
module.private_subnets.aws_subnet.private[1]: Refreshing state... [id=subnet-0e6efa013fe2ac723]
module.ecs_api.aws_security_group.alb: Refreshing state... [id=sg-01a98c3baf47519e1]
module.ecs_api.data.aws_subnets.public: Reading...
module.ecs_api.aws_security_group.vpc_endpoints[0]: Refreshing state... [id=sg-08812bf3835fa7025]
module.ecs_api.data.aws_route_tables.main: Reading...
module.ecs_api.aws_lb_target_group.api: Refreshing state... [id=arn:aws:elasticloadbalancing:us-east-1:256586139593:targetgroup/integrator-prod-api-tg/480bcba81e9b7bc4]
module.ecs_api.data.aws_route_tables.main: Read complete after 0s [id=us-east-1]
module.bedrock_profiles.aws_bedrock_inference_profile.sonnet: Refreshing state... [id=enps8f03v7hs]
module.ecs_api.data.aws_subnets.public: Read complete after 0s [id=us-east-1]
module.bedrock_profiles.aws_bedrock_inference_profile.haiku: Refreshing state... [id=8o8r6d38y4zb]
module.bedrock_profiles.aws_bedrock_inference_profile.opus: Refreshing state... [id=958j2gt23zd8]
module.datadog_aws_integration.datadog_integration_aws_account.this: Refreshing state... [id=f7db3959-cf79-4150-a3bf-411d58e829e7]
module.doppler_aws_secrets.doppler_secret.secrets["ENCRYPTION_KEY"]: Refreshing state... [id=integrator.prod.ENCRYPTION_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["ANCHOR_API_KEY"]: Refreshing state... [id=integrator.prod.ANCHOR_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["AZURE_OPENAI_SUBSCRIPTION_KEY"]: Refreshing state... [id=integrator.prod.AZURE_OPENAI_SUBSCRIPTION_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["NOTION_API_KEY"]: Refreshing state... [id=integrator.prod.NOTION_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["DD_APP_KEY"]: Refreshing state... [id=integrator.prod.DD_APP_KEY]
module.datadog_dashboards.datadog_dashboard.workflow_debugging[0]: Refreshing state... [id=2mg-shi-xe5]
module.doppler_aws_secrets.doppler_secret.secrets["DEEPSEEK_API_KEY"]: Refreshing state... [id=integrator.prod.DEEPSEEK_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_SERPAPI_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_SERPAPI_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["FIRECRAWL_API_KEY"]: Refreshing state... [id=integrator.prod.FIRECRAWL_API_KEY]
module.datadog_dashboards.datadog_dashboard.cost[0]: Refreshing state... [id=sg9-zyk-4r7]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_TAVILY_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_TAVILY_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["GITHUB_REVIEWER_TOKEN"]: Refreshing state... [id=integrator.prod.GITHUB_REVIEWER_TOKEN]
module.doppler_aws_secrets.doppler_secret.secrets["LINEAR_API_KEY"]: Refreshing state... [id=integrator.prod.LINEAR_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["AZURE_OPENAI_ENDPOINT_URL"]: Refreshing state... [id=integrator.prod.AZURE_OPENAI_ENDPOINT_URL]
module.doppler_aws_secrets.doppler_secret.secrets["PIPEDREAM_PATH"]: Refreshing state... [id=integrator.prod.PIPEDREAM_PATH]
module.doppler_aws_secrets.doppler_secret.secrets["USE_APOLLO_GET_DOWNLOAD_URL_API"]: Refreshing state... [id=integrator.prod.USE_APOLLO_GET_DOWNLOAD_URL_API]
module.doppler_aws_secrets.doppler_secret.secrets["OPENAI_API_KEY"]: Refreshing state... [id=integrator.prod.OPENAI_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["THERMOS_USERNAME"]: Refreshing state... [id=integrator.prod.THERMOS_USERNAME]
module.doppler_aws_secrets.doppler_secret.secrets["GROQ_API_KEY"]: Refreshing state... [id=integrator.prod.GROQ_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["THERMOS_PASSWORD"]: Refreshing state... [id=integrator.prod.THERMOS_PASSWORD]
module.doppler_aws_secrets.doppler_secret.secrets["PERPLEXITY_API_KEY"]: Refreshing state... [id=integrator.prod.PERPLEXITY_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["LANGSMITH_TRACING"]: Refreshing state... [id=integrator.prod.LANGSMITH_TRACING]
module.doppler_aws_secrets.doppler_secret.secrets["THERMOS_HOST"]: Refreshing state... [id=integrator.prod.THERMOS_HOST]
module.doppler_aws_secrets.doppler_secret.secrets["BRANDFETCH_API_KEY"]: Refreshing state... [id=integrator.prod.BRANDFETCH_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["ANTHROPIC_API_KEY"]: Refreshing state... [id=integrator.prod.ANTHROPIC_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["MERCURY_AUTOLOAD"]: Refreshing state... [id=integrator.prod.MERCURY_AUTOLOAD]
module.doppler_aws_secrets.doppler_secret.secrets["THERMOS_DATABASE"]: Refreshing state... [id=integrator.prod.THERMOS_DATABASE]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["GH_WEBHOOK_SECRET"]: Refreshing state... [id=integrator.prod.GH_WEBHOOK_SECRET]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_ADMIN_TOKEN"]: Refreshing state... [id=integrator.prod.COMPOSIO_ADMIN_TOKEN]
module.doppler_aws_secrets.doppler_secret.secrets["Z_AI_API_KEY"]: Refreshing state... [id=integrator.prod.Z_AI_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_STAGING_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_STAGING_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["WATCHDOG_MAX_FIXERS_PER_DAY"]: Refreshing state... [id=integrator.prod.WATCHDOG_MAX_FIXERS_PER_DAY]
module.doppler_aws_secrets.doppler_secret.secrets["PYTHONPATH"]: Refreshing state... [id=integrator.prod.PYTHONPATH]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_YELP_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_YELP_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["TWITTER_API_SECRET"]: Refreshing state... [id=integrator.prod.TWITTER_API_SECRET]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_INSTACART_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_INSTACART_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["ZAPIER_PATH"]: Refreshing state... [id=integrator.prod.ZAPIER_PATH]
module.doppler_aws_secrets.doppler_secret.secrets["TWITTER_API_KEY"]: Refreshing state... [id=integrator.prod.TWITTER_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["TOOLS_DATABASE_URL"]: Refreshing state... [id=integrator.prod.TOOLS_DATABASE_URL]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_GEMINI_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_GEMINI_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["VERCEL_AI_GATEWAY_API_KEY"]: Refreshing state... [id=integrator.prod.VERCEL_AI_GATEWAY_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_SEATGEEK_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_SEATGEEK_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["HELICONE_API_KEY"]: Refreshing state... [id=integrator.prod.HELICONE_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["TEST_CONNECTION_ID"]: Refreshing state... [id=integrator.prod.TEST_CONNECTION_ID]
module.doppler_aws_secrets.doppler_secret.secrets["Z_AI_BASE_URL"]: Refreshing state... [id=integrator.prod.Z_AI_BASE_URL]
module.doppler_aws_secrets.doppler_secret.secrets["CLICKHOUSE_USERNAME"]: Refreshing state... [id=integrator.prod.CLICKHOUSE_USERNAME]
module.doppler_aws_secrets.doppler_secret.secrets["WATCHDOG_BATCH_POLLER_DISABLED"]: Refreshing state... [id=integrator.prod.WATCHDOG_BATCH_POLLER_DISABLED]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_STAGING_ADMIN_TOKEN"]: Refreshing state... [id=integrator.prod.COMPOSIO_STAGING_ADMIN_TOKEN]
module.doppler_aws_secrets.doppler_secret.secrets["GITHUB_ACCESS_TOKEN"]: Refreshing state... [id=integrator.prod.GITHUB_ACCESS_TOKEN]
module.doppler_aws_secrets.doppler_secret.secrets["BACKEND_READONLY_URL"]: Refreshing state... [id=integrator.prod.BACKEND_READONLY_URL]
module.doppler_aws_secrets.doppler_secret.secrets["APOLLO_URL"]: Refreshing state... [id=integrator.prod.APOLLO_URL]
module.doppler_aws_secrets.doppler_secret.secrets["APOLLO_ADMIN_TOKEN"]: Refreshing state... [id=integrator.prod.APOLLO_ADMIN_TOKEN]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_EXA_API_KEY"]: Refreshing state... [id=integrator.prod.COMPOSIO_EXA_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["DISABLE_MERCURY_CLEANUP"]: Refreshing state... [id=integrator.prod.DISABLE_MERCURY_CLEANUP]
module.doppler_aws_secrets.doppler_secret.secrets["DD_API_KEY"]: Refreshing state... [id=integrator.prod.DD_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["STATSD_METRICS_FLUSH_WAIT_TIME_SECS"]: Refreshing state... [id=integrator.prod.STATSD_METRICS_FLUSH_WAIT_TIME_SECS]
module.doppler_aws_secrets.doppler_secret.secrets["MINIMAX_API_KEY"]: Refreshing state... [id=integrator.prod.MINIMAX_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["SLACK_BOT_TOKEN"]: Refreshing state... [id=integrator.prod.SLACK_BOT_TOKEN]
module.doppler_aws_secrets.doppler_secret.secrets["LANGSMITH_ENDPOINT"]: Refreshing state... [id=integrator.prod.LANGSMITH_ENDPOINT]
module.doppler_aws_secrets.doppler_secret.secrets["COMPOSIO_WEBHOOK_SECRET"]: Refreshing state... [id=integrator.prod.COMPOSIO_WEBHOOK_SECRET]
module.doppler_aws_secrets.doppler_secret.secrets["CLICKHOUSE_PASSWORD"]: Refreshing state... [id=integrator.prod.CLICKHOUSE_PASSWORD]
module.doppler_aws_secrets.doppler_secret.secrets["LANGSMITH_API_KEY"]: Refreshing state... [id=integrator.prod.LANGSMITH_API_KEY]
module.doppler_aws_secrets.doppler_secret.secrets["THERMOS_PORT"]: Refreshing state... [id=integrator.prod.THERMOS_PORT]
module.ecs_api.aws_s3_bucket_policy.alb_logs[0]: Refreshing state... [id=integrator-prod-alb-logs]
module.ecs_api.aws_iam_role_policy_attachment.api_bedrock_access: Refreshing state... [id=integrator-prod-api-task-role-20260209135620314900000002]
module.ai_agent_debugging_role.aws_iam_role.ai_agent_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod]
module.github_actions_role.aws_iam_role_policy.cloudwatch_logs: Refreshing state... [id=integrator-github-actions-prod:integrator-github-actions-prod-cloudwatch-logs-policy]
module.github_actions_role.aws_iam_role_policy_attachment.terraform_admin[0]: Refreshing state... [id=integrator-github-actions-prod-20260115155059879900000001]
module.github_actions_role.aws_iam_role_policy.lambda: Refreshing state... [id=integrator-github-actions-prod:integrator-github-actions-prod-lambda-policy]
data.aws_vpc.default: Reading...
module.ecs_api.aws_security_group.api: Refreshing state... [id=sg-0b340dddce9618955]
module.private_subnets.aws_route_table_association.private[0]: Refreshing state... [id=rtbassoc-0965ac73c1c272e6d]
module.private_subnets.aws_route_table_association.private[1]: Refreshing state... [id=rtbassoc-004db5cb1a7f82fe4]
module.ecs_api.aws_vpc_endpoint.s3[0]: Refreshing state... [id=vpce-01dcb60025fcb1af7]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_assume_role: Reading...
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_assume_role: Read complete after 0s [id=3755515486]
module.rds.data.aws_vpc.selected: Reading...
module.rds.aws_security_group.rds_client[0]: Refreshing state... [id=sg-0a5f38e269947dd2b]
github_actions_secret.aws_role_arn: Refreshing state... [id=integrator:AWS_ROLE_ARN_PROD]
module.rds.aws_security_group.bastion[0]: Refreshing state... [id=sg-00fec6e131a7856da]
data.aws_vpc.default: Read complete after 0s [id=vpc-0529dea5160deb846]
module.doppler_aws_secrets.doppler_secrets_sync_aws_secrets_manager.sync: Refreshing state... [id=dd32cab2-43b9-4982-8608-0d9e7ef07008]
module.ecs_api.aws_vpc_endpoint.secretsmanager[0]: Refreshing state... [id=vpce-03bbad757c880b926]
module.rds.data.aws_vpc.selected: Read complete after 1s [id=vpc-0529dea5160deb846]
module.ecs_api.aws_lb.api: Refreshing state... [id=arn:aws:elasticloadbalancing:us-east-1:256586139593:loadbalancer/app/integrator-prod-alb/a90df99d7efaafb4]
module.datadog_aws_integration.aws_iam_role.datadog: Refreshing state... [id=DatadogIntegrationRole-prod]
module.rds.aws_db_subnet_group.main: Refreshing state... [id=integrator-prod-db-subnet-group]
data.aws_subnets.public: Reading...
github_actions_secret.ecs_subnets: Refreshing state... [id=integrator:ECS_SUBNETS_PROD]
data.aws_subnets.public: Read complete after 0s [id=us-east-1]
module.rds.aws_security_group_rule.bastion_proxy[0]: Refreshing state... [id=sgrule-417166805]
module.rds.aws_security_group.rds: Refreshing state... [id=sg-0d7ecef877697558c]
module.datadog_infra_alerts.datadog_monitor.alb_unhealthy_targets[0]: Refreshing state... [id=253204905]
module.ai_agent_debugging_role.aws_iam_role_policy.ecr_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-ecr-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.rds_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-rds-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.cloudwatch_metrics_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-cloudwatch-metrics-policy]
module.clickhouse_privatelink.aws_security_group.clickhouse_vpce: Refreshing state... [id=sg-034330929d9d990c1]
module.ai_agent_debugging_role.aws_iam_role_policy.cloudwatch_logs_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-cloudwatch-logs-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.iam_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-iam-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.ecs_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-ecs-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.deny_privilege_escalation: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-deny-privilege-escalation]
module.ai_agent_debugging_role.aws_iam_role_policy.s3_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-s3-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.vpc_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-vpc-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.cost_explorer_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-cost-explorer-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.alb_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-alb-policy]
module.ai_agent_debugging_role.aws_iam_role_policy.secrets_manager_debugging: Refreshing state... [id=integrator-ai-agent-debugging-prod:integrator-ai-agent-debugging-prod-secrets-manager-policy]
module.ecs_api.aws_lb_listener.http: Refreshing state... [id=arn:aws:elasticloadbalancing:us-east-1:256586139593:listener/app/integrator-prod-alb/a90df99d7efaafb4/0c03b8bc33aef8d0]
module.doppler_aws_secrets.null_resource.wait_for_secrets: Refreshing state... [id=6377302389223299939]
module.datadog_aws_integration.aws_iam_role_policy_attachment.security_audit: Refreshing state... [id=DatadogIntegrationRole-prod-20260122200458727200000001]
module.clickhouse_privatelink.aws_vpc_endpoint.clickhouse: Refreshing state... [id=vpce-042be8f500c67fba7]
module.rds.aws_db_instance.main: Refreshing state... [id=db-PPFVILK5DKEQIIFO47ASSRDD2A]
github_actions_secret.aws_debugging_role_arn: Refreshing state... [id=integrator:AWS_DEBUGGING_ROLE_ARN_PROD]
github_actions_secret.ecs_security_groups: Refreshing state... [id=integrator:ECS_SECURITY_GROUPS_PROD]
module.rds.aws_instance.bastion[0]: Refreshing state... [id=i-0342e072cbf34ad16]
module.datadog_infra_alerts.datadog_monitor.alb_5xx[0]: Refreshing state... [id=253204904]
module.rds.null_resource.create_readonly_user[0]: Refreshing state... [id=1172274362782256699]
module.datadog_infra_alerts.datadog_monitor.rds_cpu: Refreshing state... [id=253205241]
module.datadog_infra_alerts.datadog_monitor.rds_queue_depth: Refreshing state... [id=253205237]
module.datadog_infra_alerts.datadog_monitor.rds_storage: Refreshing state... [id=253205238]
module.datadog_infra_alerts.datadog_monitor.rds_read_latency: Refreshing state... [id=253205236]
module.datadog_infra_alerts.datadog_monitor.rds_write_latency: Refreshing state... [id=253205235]
module.datadog_infra_alerts.datadog_monitor.rds_connections: Refreshing state... [id=253205240]
module.datadog_infra_alerts.datadog_monitor.rds_memory: Refreshing state... [id=253205239]
module.ecs_api.aws_iam_policy.api_secrets_access: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-api-secrets-access]
module.ecs_api.aws_iam_role_policy.migrations_lambda_access: Refreshing state... [id=integrator-prod-migrations-lambda-role:integrator-prod-migrations-lambda-access]
module.ecs_api.aws_lambda_function.migrations: Refreshing state... [id=integrator-prod-migrations]
module.ecs_api.aws_ecs_task_definition.migrations: Refreshing state... [id=integrator-prod-migrations]
module.ecs_api.aws_iam_role_policy_attachment.api_secrets_access: Refreshing state... [id=integrator-prod-api-task-execution-role-20251127102314997400000001]
module.clickhouse_privatelink.clickhouse_service_private_endpoints_attachment.this: Refreshing state...
module.rds.aws_eip.bastion[0]: Refreshing state... [id=eipalloc-0e0ae9a6a950dc2d6]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[2]: Reading...
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[0]: Reading...
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[4]: Reading...
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[3]: Reading...
module.ecs_background_runner.aws_iam_policy.s3_knowledge_access: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-s3-knowledge-access]
module.ecs_background_runner.aws_iam_role.task_execution: Refreshing state... [id=integrator-prod-ecs-task-execution-role]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[1]: Reading...
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[4]: Read complete after 0s [id=3797455924]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[1]: Read complete after 0s [id=1846264275]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[2]: Read complete after 0s [id=4005895420]
module.ecs_background_runner.aws_ecs_cluster.cluster[0]: Refreshing state... [id=arn:aws:ecs:us-east-1:256586139593:cluster/default]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[3]: Read complete after 0s [id=2585308447]
module.datadog_aws_integration.data.aws_iam_policy_document.datadog_permissions[0]: Read complete after 0s [id=616917803]
module.ecs_background_runner.aws_iam_policy.ecs_exec: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-ecs-exec-policy]
module.ecs_background_runner.aws_ecr_repository.background_runner[0]: Refreshing state... [id=integrator-background-runner]
module.ecs_background_runner.aws_iam_policy.bedrock_access: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-bedrock-access]
module.ecs_background_runner.aws_cloudwatch_log_group.ecs_task_events: Refreshing state... [id=/aws/events/integrator/prod/ecs-task-state-change]
module.ecs_background_runner.aws_iam_policy.secrets_manager_access: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-ecs-secrets-access]
module.ecs_background_runner.aws_cloudwatch_log_group.task_logs: Refreshing state... [id=/ecs/integrator/prod/background-runner]
module.ecs_background_runner.aws_iam_role.task: Refreshing state... [id=integrator-prod-ecs-task-role]
module.datadog_aws_integration.aws_iam_policy.datadog[1]: Refreshing state... [id=arn:aws:iam::256586139593:policy/DatadogIntegrationPolicy-prod-2]
module.datadog_aws_integration.aws_iam_policy.datadog[3]: Refreshing state... [id=arn:aws:iam::256586139593:policy/DatadogIntegrationPolicy-prod-4]
module.datadog_aws_integration.aws_iam_policy.datadog[2]: Refreshing state... [id=arn:aws:iam::256586139593:policy/DatadogIntegrationPolicy-prod-3]
module.datadog_aws_integration.aws_iam_policy.datadog[4]: Refreshing state... [id=arn:aws:iam::256586139593:policy/DatadogIntegrationPolicy-prod-5]
module.datadog_aws_integration.aws_iam_policy.datadog[0]: Refreshing state... [id=arn:aws:iam::256586139593:policy/DatadogIntegrationPolicy-prod-1]
module.ecs_background_runner.aws_cloudwatch_event_rule.ecs_task_state_change: Refreshing state... [id=integrator-prod-ecs-task-state-change]
module.ecs_background_runner.aws_iam_role_policy_attachment.task_execution: Refreshing state... [id=integrator-prod-ecs-task-execution-role-20251117132727612500000001]
module.ecs_background_runner.aws_ecr_lifecycle_policy.background_runner[0]: Refreshing state... [id=integrator-background-runner]
module.ecs_background_runner.aws_iam_role_policy_attachment.secrets_access: Refreshing state... [id=integrator-prod-ecs-task-execution-role-20251117132727872900000002]
module.ecs_background_runner.aws_iam_role_policy_attachment.ecs_exec: Refreshing state... [id=integrator-prod-ecs-task-role-20251118121957970700000001]
module.ecs_background_runner.aws_iam_role_policy_attachment.s3_knowledge_access: Refreshing state... [id=integrator-prod-ecs-task-role-20260110150021566200000001]
module.ecs_background_runner.aws_iam_role_policy_attachment.bedrock_access: Refreshing state... [id=integrator-prod-ecs-task-role-20260209135620251900000001]
module.ecs_background_runner.aws_ecs_task_definition.background_runner: Refreshing state... [id=integrator-prod-background-runner]
module.datadog_aws_integration.aws_iam_role_policy_attachment.datadog[0]: Refreshing state... [id=DatadogIntegrationRole-prod-20260122200458870300000006]
module.datadog_aws_integration.aws_iam_role_policy_attachment.datadog[1]: Refreshing state... [id=DatadogIntegrationRole-prod-20260122200458823800000002]
module.datadog_aws_integration.aws_iam_role_policy_attachment.datadog[2]: Refreshing state... [id=DatadogIntegrationRole-prod-20260122200458869600000005]
module.datadog_aws_integration.aws_iam_role_policy_attachment.datadog[4]: Refreshing state... [id=DatadogIntegrationRole-prod-20260122200458829600000003]
module.github_actions_role.aws_iam_role_policy.ecr: Refreshing state... [id=integrator-github-actions-prod:integrator-github-actions-prod-ecr-policy]
module.datadog_aws_integration.aws_iam_role_policy_attachment.datadog[3]: Refreshing state... [id=DatadogIntegrationRole-prod-20260122200458830300000004]
module.ecs_background_runner.aws_cloudwatch_event_target.ecs_task_state_change_logs: Refreshing state... [id=integrator-prod-ecs-task-state-change-LogTaskStateChanges]
module.ecs_api.aws_ecs_task_definition.api: Refreshing state... [id=integrator-prod-api]
module.datadog_infra_alerts.datadog_monitor.background_runner_memory: Refreshing state... [id=253205244]
module.ecs_api.aws_iam_policy.launch_background_runner: Refreshing state... [id=arn:aws:iam::256586139593:policy/integrator-prod-api-launch-tasks-policy]
module.ecs_api.aws_ecs_task_definition.poller: Refreshing state... [id=integrator-prod-poller]
module.ecs_api.aws_ecs_service.api: Refreshing state... [id=arn:aws:ecs:us-east-1:256586139593:service/default/integrator-prod-api]
module.ecs_api.aws_iam_role_policy_attachment.api_launch_tasks: Refreshing state... [id=integrator-prod-api-task-role-20251119130129778400000002]
module.ecs_api.aws_ecs_service.poller: Refreshing state... [id=arn:aws:ecs:us-east-1:256586139593:service/default/integrator-prod-poller]
module.datadog_infra_alerts.datadog_monitor.ecs_api_memory: Refreshing state... [id=253205257]
module.datadog_infra_alerts.datadog_monitor.ecs_api_task_failures: Refreshing state... [id=253205260]
module.datadog_infra_alerts.datadog_monitor.ecs_api_cpu: Refreshing state... [id=253205258]
module.github_actions_role.aws_iam_role_policy.ecs: Refreshing state... [id=integrator-github-actions-prod:integrator-github-actions-prod-ecs-policy]
module.datadog_infra_alerts.datadog_monitor.ecs_poller_memory: Refreshing state... [id=253205261]
module.datadog_infra_alerts.datadog_monitor.ecs_poller_cpu: Refreshing state... [id=253205259]
module.datadog_infra_alerts.datadog_monitor.ecs_poller_task_failures: Refreshing state... [id=253205262]

Terraform used the selected providers to generate the following execution
plan. Resource actions are indicated with the following symbols:
  ~ update in-place
  - destroy
-/+ destroy and then create replacement
 <= read (data resources)

Terraform will perform the following actions:

  # module.ai_agent_debugging_role.aws_iam_role.ai_agent_debugging will be updated in-place
  ~ resource "aws_iam_role" "ai_agent_debugging" {
      ~ assume_role_policy    = jsonencode(
          ~ {
              ~ Statement = [
                  ~ {
                      ~ Condition = {
                          - BoolIfExists = {
                              - "aws:MultiFactorAuthPresent" = "true"
                            }
                          ~ StringLike   = {
                              ~ "aws:PrincipalArn" = [
                                  - "arn:aws:iam::256586139593:user/*",
                                  - "arn:aws:iam::256586139593:role/aws-reserved/sso.amazonaws.com/AWSReservedSSO_*",
                                ] -> "arn:aws:iam::256586139593:role/aws-reserved/sso.amazonaws.com/AWSReservedSSO_*"
                            }
                        }
                      + Sid       = "AllowSSORoles"
                        # (3 unchanged attributes hidden)
                    },
                  + {
                      + Action    = "sts:AssumeRole"
                      + Condition = {
                          + Bool       = {
                              + "aws:MultiFactorAuthPresent" = "true"
                            }
                          + StringLike = {
                              + "aws:PrincipalArn" = "arn:aws:iam::256586139593:user/*"
                            }
                        }
                      + Effect    = "Allow"
                      + Principal = {
                          + AWS = "arn:aws:iam::256586139593:root"
                        }
                      + Sid       = "AllowIAMUsers"
                    },
                    {
                        Action    = "sts:AssumeRoleWithWebIdentity"
                        Condition = {
                            StringEquals = {
                                "token.actions.githubusercontent.com:aud" = "sts.amazonaws.com"
                            }
                            StringLike   = {
                                "token.actions.githubusercontent.com:sub" = [
                                    "repo:ComposioHQ/integrator:ref:refs/heads/next",
                                    "repo:ComposioHQ/integrator:environment:production",
                                ]
                            }
                        }
                        Effect    = "Allow"
                        Principal = {
                            Federated = "arn:aws:iam::256586139593:oidc-provider/token.actions.githubusercontent.com"
                        }
                    },
                ]
                # (1 unchanged attribute hidden)
            }
        )
        id                    = "integrator-ai-agent-debugging-prod"
        name                  = "integrator-ai-agent-debugging-prod"
        tags                  = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-ai-agent-debugging-prod"
            "Purpose"     = "AI Agent Read-only Debugging"
        }
        # (8 unchanged attributes hidden)

        # (12 unchanged blocks hidden)
    }

  # module.doppler_aws_secrets.data.aws_secretsmanager_secrets.synced will be read during apply
  # (depends on a resource or a module with changes pending)
 <= data "aws_secretsmanager_secrets" "synced" {
      + arns  = (known after apply)
      + id    = (known after apply)
      + names = (known after apply)

      + filter {
          + name   = "name"
          + values = [
              + "doppler/integrator/prod/",
            ]
        }
    }

  # module.doppler_aws_secrets.doppler_secret.secrets["DEEPSEEK_API_KEY"] will be destroyed
  # (because key ["DEEPSEEK_API_KEY"] is not in for_each map)
  - resource "doppler_secret" "secrets" {
      - computed   = (sensitive value) -> null
      - config     = "prod" -> null
      - id         = "integrator.prod.DEEPSEEK_API_KEY" -> null
      - name       = "DEEPSEEK_API_KEY" -> null
      - project    = "integrator" -> null
      - value      = (sensitive value) -> null
      - value_type = "string" -> null
      - visibility = "masked" -> null
    }

  # module.doppler_aws_secrets.doppler_secret.secrets["MINIMAX_API_KEY"] will be destroyed
  # (because key ["MINIMAX_API_KEY"] is not in for_each map)
  - resource "doppler_secret" "secrets" {
      - computed   = (sensitive value) -> null
      - config     = "prod" -> null
      - id         = "integrator.prod.MINIMAX_API_KEY" -> null
      - name       = "MINIMAX_API_KEY" -> null
      - project    = "integrator" -> null
      - value      = (sensitive value) -> null
      - value_type = "string" -> null
      - visibility = "masked" -> null
    }

  # module.doppler_aws_secrets.doppler_secret.secrets["Z_AI_API_KEY"] will be destroyed
  # (because key ["Z_AI_API_KEY"] is not in for_each map)
  - resource "doppler_secret" "secrets" {
      - computed   = (sensitive value) -> null
      - config     = "prod" -> null
      - id         = "integrator.prod.Z_AI_API_KEY" -> null
      - name       = "Z_AI_API_KEY" -> null
      - project    = "integrator" -> null
      - value      = (sensitive value) -> null
      - value_type = "string" -> null
      - visibility = "masked" -> null
    }

  # module.doppler_aws_secrets.doppler_secret.secrets["Z_AI_BASE_URL"] will be destroyed
  # (because key ["Z_AI_BASE_URL"] is not in for_each map)
  - resource "doppler_secret" "secrets" {
      - computed   = (sensitive value) -> null
      - config     = "prod" -> null
      - id         = "integrator.prod.Z_AI_BASE_URL" -> null
      - name       = "Z_AI_BASE_URL" -> null
      - project    = "integrator" -> null
      - value      = (sensitive value) -> null
      - value_type = "string" -> null
      - visibility = "masked" -> null
    }

  # module.doppler_aws_secrets.null_resource.wait_for_secrets must be replaced
-/+ resource "null_resource" "wait_for_secrets" {
      ~ id       = "6377302389223299939" -> (known after apply)
      ~ triggers = { # forces replacement
          ~ "secret_count" = "62" -> "58"
            # (2 unchanged elements hidden)
        }
    }

  # module.ecs_api.aws_ecs_service.api will be updated in-place
  ~ resource "aws_ecs_service" "api" {
        id                                 = "arn:aws:ecs:us-east-1:256586139593:service/default/integrator-prod-api"
        name                               = "integrator-prod-api"
        tags                               = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-api-service"
        }
      ~ task_definition                    = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-api:125" -> (known after apply)
        # (16 unchanged attributes hidden)

        # (4 unchanged blocks hidden)
    }

  # module.ecs_api.aws_ecs_service.poller will be updated in-place
  ~ resource "aws_ecs_service" "poller" {
        id                                 = "arn:aws:ecs:us-east-1:256586139593:service/default/integrator-prod-poller"
        name                               = "integrator-prod-poller"
        tags                               = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-poller-service"
        }
      ~ task_definition                    = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-poller:110" -> (known after apply)
        # (16 unchanged attributes hidden)

        # (3 unchanged blocks hidden)
    }

  # module.ecs_api.aws_ecs_task_definition.api must be replaced
-/+ resource "aws_ecs_task_definition" "api" {
      ~ arn                      = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-api:125" -> (known after apply)
      ~ arn_without_revision     = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-api" -> (known after apply)
      ~ container_definitions    = (sensitive value) # forces replacement
      ~ enable_fault_injection   = false -> (known after apply)
      ~ id                       = "integrator-prod-api" -> (known after apply)
      ~ revision                 = 125 -> (known after apply)
        tags                     = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-api"
        }
        # (10 unchanged attributes hidden)
    }

  # module.ecs_api.aws_ecs_task_definition.poller must be replaced
-/+ resource "aws_ecs_task_definition" "poller" {
      ~ arn                      = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-poller:110" -> (known after apply)
      ~ arn_without_revision     = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-poller" -> (known after apply)
      ~ container_definitions    = (sensitive value) # forces replacement
      ~ enable_fault_injection   = false -> (known after apply)
      ~ id                       = "integrator-prod-poller" -> (known after apply)
      ~ revision                 = 110 -> (known after apply)
        tags                     = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-poller"
        }
        # (10 unchanged attributes hidden)
    }

  # module.ecs_api.aws_iam_policy.api_secrets_access will be updated in-place
  ~ resource "aws_iam_policy" "api_secrets_access" {
        id               = "arn:aws:iam::256586139593:policy/integrator-prod-api-secrets-access"
        name             = "integrator-prod-api-secrets-access"
      ~ policy           = (sensitive value)
        tags             = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-api-secrets-access"
        }
        # (6 unchanged attributes hidden)
    }

  # module.ecs_api.aws_iam_policy.launch_background_runner will be updated in-place
  ~ resource "aws_iam_policy" "launch_background_runner" {
        id               = "arn:aws:iam::256586139593:policy/integrator-prod-api-launch-tasks-policy"
        name             = "integrator-prod-api-launch-tasks-policy"
      ~ policy           = jsonencode(
            {
              - Statement = [
                  - {
                      - Action   = [
                          - "ecs:RunTask",
                          - "ecs:DescribeTasks",
                          - "ecs:StopTask",
                          - "ecs:ListTasks",
                        ]
                      - Effect   = "Allow"
                      - Resource = [
                          - "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-background-runner:*",
                          - "arn:aws:ecs:us-east-1:256586139593:task/default/*",
                        ]
                    },
                  - {
                      - Action    = [
                          - "iam:PassRole",
                        ]
                      - Condition = {
                          - StringEquals = {
                              - "iam:PassedToService" = "ecs-tasks.amazonaws.com"
                            }
                        }
                      - Effect    = "Allow"
                      - Resource  = [
                          - "arn:aws:iam::256586139593:role/integrator-prod-ecs-task-execution-role",
                          - "arn:aws:iam::256586139593:role/integrator-prod-ecs-task-role",
                        ]
                    },
                ]
              - Version   = "2012-10-17"
            }
        ) -> (known after apply)
        tags             = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-api-launch-tasks-policy"
        }
        # (6 unchanged attributes hidden)
    }

  # module.ecs_background_runner.data.aws_caller_identity.current will be read during apply
  # (depends on a resource or a module with changes pending)
 <= data "aws_caller_identity" "current" {
      + account_id = (known after apply)
      + arn        = (known after apply)
      + id         = (known after apply)
      + user_id    = (known after apply)
    }

  # module.ecs_background_runner.aws_ecs_task_definition.background_runner must be replaced
-/+ resource "aws_ecs_task_definition" "background_runner" {
      ~ arn                      = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-background-runner:142" -> (known after apply)
      ~ arn_without_revision     = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-background-runner" -> (known after apply)
      ~ container_definitions    = (sensitive value) # forces replacement
      ~ enable_fault_injection   = false -> (known after apply)
      ~ id                       = "integrator-prod-background-runner" -> (known after apply)
      ~ revision                 = 142 -> (known after apply)
        tags                     = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-background-runner"
        }
        # (10 unchanged attributes hidden)
    }

  # module.ecs_background_runner.aws_iam_policy.bedrock_access will be updated in-place
  ~ resource "aws_iam_policy" "bedrock_access" {
        id               = "arn:aws:iam::256586139593:policy/integrator-prod-bedrock-access"
        name             = "integrator-prod-bedrock-access"
      ~ policy           = jsonencode(
            {
              - Statement = [
                  - {
                      - Action   = [
                          - "bedrock:InvokeModel",
                          - "bedrock:InvokeModelWithResponseStream",
                        ]
                      - Effect   = "Allow"
                      - Resource = [
                          - "arn:aws:bedrock:*::foundation-model/anthropic.*",
                          - "arn:aws:bedrock:*::inference-profile/us.anthropic.*",
                          - "arn:aws:bedrock:*:256586139593:inference-profile/*",
                          - "arn:aws:bedrock:*:256586139593:application-inference-profile/*",
                        ]
                      - Sid      = "BedrockModelInvocation"
                    },
                  - {
                      - Action   = [
                          - "bedrock:ListInferenceProfiles",
                          - "bedrock:GetInferenceProfile",
                        ]
                      - Effect   = "Allow"
                      - Resource = "*"
                      - Sid      = "BedrockListProfiles"
                    },
                  - {
                      - Action   = [
                          - "aws-marketplace:ViewSubscriptions",
                          - "aws-marketplace:Subscribe",
                        ]
                      - Effect   = "Allow"
                      - Resource = "*"
                      - Sid      = "MarketplaceModelAccess"
                    },
                ]
              - Version   = "2012-10-17"
            }
        ) -> (known after apply)
        tags             = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-bedrock-access"
        }
        # (6 unchanged attributes hidden)
    }

  # module.ecs_background_runner.aws_iam_policy.secrets_manager_access will be updated in-place
  ~ resource "aws_iam_policy" "secrets_manager_access" {
        id               = "arn:aws:iam::256586139593:policy/integrator-prod-ecs-secrets-access"
        name             = "integrator-prod-ecs-secrets-access"
      ~ policy           = jsonencode(
            {
              - Statement = [
                  - {
                      - Action   = [
                          - "secretsmanager:GetSecretValue",
                          - "secretsmanager:DescribeSecret",
                        ]
                      - Effect   = "Allow"
                      - Resource = [
                          - "arn:aws:secretsmanager:us-east-1:256586139593:secret:doppler/integrator/prod/*",
                          - "arn:aws:secretsmanager:us-east-1:256586139593:secret:integrator/prod/rds-master-password-eUwfvl",
                        ]
                    },
                  - {
                      - Action    = [
                          - "kms:Decrypt",
                          - "kms:DescribeKey",
                        ]
                      - Condition = {
                          - StringEquals = {
                              - "kms:ViaService" = "secretsmanager.us-east-1.amazonaws.com"
                            }
                        }
                      - Effect    = "Allow"
                      - Resource  = "*"
                    },
                ]
              - Version   = "2012-10-17"
            }
        ) -> (known after apply)
        tags             = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-ecs-secrets-access"
        }
        # (6 unchanged attributes hidden)
    }

  # module.github_actions_role.aws_iam_openid_connect_provider.github[0] will be updated in-place
  ~ resource "aws_iam_openid_connect_provider" "github" {
        id              = "arn:aws:iam::256586139593:oidc-provider/token.actions.githubusercontent.com"
      ~ tags            = {
          + "Environment" = "prod"
          ~ "ManagedBy"   = "terraform-bootstrap" -> "Terraform"
          + "Name"        = "github-actions-oidc-provider"
          - "Project"     = "devos" -> null
        }
      ~ tags_all        = {
          + "Environment" = "prod"
          ~ "ManagedBy"   = "terraform-bootstrap" -> "Terraform"
          + "Name"        = "github-actions-oidc-provider"
          - "Project"     = "devos" -> null
        }
      ~ thumbprint_list = [
          - "ffffffffffffffffffffffffffffffffffffffff",
          + "2b18947a6a9fc7764fd8b5fb18a863b0c6dac24f",
          + "dd55b4520291e276588f0dd02fafd83a7368e0fa",
          + "7560d6f40fa55195f740ee2b1b7c0b4836cbe103",
        ]
        # (3 unchanged attributes hidden)
    }

  # module.rds.aws_security_group.bastion[0] will be updated in-place
  ~ resource "aws_security_group" "bastion" {
        id                     = "sg-00fec6e131a7856da"
      ~ ingress                = [
          - {
              - cidr_blocks      = [
                  - "172.31.0.0/16",
                ]
              - description      = "Squid proxy access from VPC"
              - from_port        = 3128
              - ipv6_cidr_blocks = []
              - prefix_list_ids  = []
              - protocol         = "tcp"
              - security_groups  = []
              - self             = false
              - to_port          = 3128
            },
            # (1 unchanged element hidden)
        ]
        name                   = "integrator-prod-bastion-sg"
        tags                   = {
            "Environment" = "prod"
            "ManagedBy"   = "Terraform"
            "Name"        = "integrator-prod-bastion-sg"
        }
        # (7 unchanged attributes hidden)
    }

Plan: 4 to add, 9 to change, 8 to destroy.

Changes to Outputs:
  ~ api_task_definition_arn              = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-api:125" -> (known after apply)
  ~ ecs_task_definition_arn              = "arn:aws:ecs:us-east-1:256586139593:task-definition/integrator-prod-background-runner:142" -> (known after apply)

Warning: Argument is deprecated

  with module.datadog_dashboards.datadog_dashboard.cost,
  on ../../modules/datadog-dashboards/cost.tf line 16, in resource "datadog_dashboard" "cost":
  16:     default          = "*"

Use `defaults` instead.

(and 13 more similar warnings elsewhere)

Warning: Check block assertion known after apply

  on ../../modules/doppler-aws-secrets/main.tf line 341, in check "secrets_synced":
 341:     condition     = length(local.missing_secrets) == 0

The condition could not be evaluated at this time, a result will be known
when this plan is applied.

Warning: Check block assertion known after apply

  on ../../modules/ecs-api/main.tf line 474, in check "api_secrets_present":
 474:     condition     = length(local.missing_secrets) == 0

The condition could not be evaluated at this time, a result will be known
when this plan is applied.

─────────────────────────────────────────────────────────────────────────────

Saved the plan to: tfplan

To perform exactly these actions, run the following command to apply:
    terraform apply "tfplan"

fix: prevent Bedrock inference double-counting in cost reports

Why

What

How to Test

Pre-Review Checklist

Notes

✅ Terraform Plan: Production

Why

What

How to Test

Pre-Review Checklist

Notes

✅ Terraform Plan: Production

✅ Terraform Plan: Staging

❌ Terraform Apply: Staging

❌ Terraform Apply: Staging

❌ Terraform Plan: Staging

❌ Terraform Plan: Production

✅ Terraform Plan: Staging

✅ Terraform Plan: Production

✅ Terraform Apply: Staging