Add ADR-0006: Error monitoring uses Datadog-native capabilities#6
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Add ADR-0006: Error monitoring uses Datadog-native capabilities#6
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Pull request overview
Adds a new Architecture/Engineering Decision Record documenting the intent to standardize error monitoring and automated triage on Datadog-native features (Error Tracking, Watchdog, Workflows) instead of deploying a separate lfx-error-monitor service that duplicates the existing CloudWatch→Datadog log pipeline.
Changes:
- Introduces ADR-0006 describing Datadog-native error detection, grouping, and workflow automation as the required approach.
- Explicitly prohibits deploying custom services that independently poll CloudWatch logs when those logs are already forwarded to Datadog.
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Proposes using Datadog Error Tracking, Watchdog, and Workflows for automated error detection and triage instead of deploying a custom lfx-error-monitor service. CloudWatch logs already flow to Datadog, making a separate polling service redundant. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Signed-off-by: Rudy Grigar <rgrigar@linuxfoundation.org>
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Summary
Proposes using Datadog Error Tracking, Watchdog, and Workflows for automated error detection and triage instead of deploying the custom
lfx-error-monitorservice.CloudWatch logs already flow to Datadog — a separate service that polls CloudWatch, runs logs through Claude/LiteLLM, and maintains its own Postgres state duplicates an existing pipeline.
Related PRs to discuss before merge:
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