Two issues only a real deploy/run surfaced (synth + offline tests passed):
1. Classifier exceeded Lambda's 250 MB unzipped limit (bundled awswrangler +
pandas + pyarrow + numpy). Move them to the AWS-managed SDK-for-pandas layer
(AWSSDKPandas-Python312-Arm64:27, awswrangler 3.16.1, pre-stripped to fit);
bundle only openpyxl. Drop the unused anthropic SDK — _call_haiku uses stdlib
urllib. Function package now ~890 KB.
2. Slack rejected the daily post with invalid_blocks: every category drill
button shared action_id "drill_category". Qualify it as "drill_category:<cat>"
for uniqueness; the interactions handler now matches on the prefix. Add a
regression test asserting all daily-summary action_ids are unique.
Verified in prod: classifier writes Parquet + summary.json + details.json;
slack-post posts the daily summary + 3rd-escalation alert; the interactions
endpoint (apm-wo.seahaven.com) returns 401 on a bad signature. 58/58 tests pass.
NOTE: these fixes sit on the phase-5 branch but logically belong to earlier
phases — the layer fix to #8 (classifier), the Slack fix to #10 — and must be
moved/cherry-picked there before those PRs merge independently. See cleanup.
Stand up the Phase 0 CDK scaffold for the daily APM work-order
analysis pipeline: two-stack CDK app (pipeline + grafana), classifier
and slack-post Lambda packages, dashboards-as-code, the local
drop-folder uploader, and a classifier smoke-test placeholder.
Wire CI/CD to the org reusable workflows: ci.yaml -> ci-python-sam
(ruff + cdk synth) and deploy.yaml -> cd-cdk (OIDC, cdk deploy --all).
Pin aws-cdk-lib==2.253.1; Lambdas target Python 3.12 / arm64.
Rewrite .gitignore to the org Python-CDK standard so the source-of-
truth files (CLAUDE.md, docs/, .claude/agents) are tracked while build
artifacts (.venv, cdk.out, caches) stay ignored.
Domain logic, stack resources, and dashboards are stubbed and filled
in across Phases 1-5 (docs/BUILD.md). cdk synth is green for both
stacks; ruff check/format pass.
