fix: fix: make _generate_compose_impl the canonical compose source — remove tracked docker-compose.yml + update docs (#603)
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Claude 2026-04-10 16:29:06 +00:00
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# Lessons learned
## Remediation & deployment
## Debugging & Diagnostics
**Escalate gradually.** Cheapest fix first, re-measure, escalate only if it persists. Single-shot fixes are either too weak or cause collateral damage.
**Map the environment before changing code.** Silent failures often stem from runtime assumptions—missing paths, wrong user context, or unmet prerequisites. Verify the actual environment first.
**Parameterize deployment boundaries.** Entrypoint references to a specific project name are config values waiting to escape. `${VAR:-default}` preserves compat and unlocks reuse.
**Silent termination is a logging failure.** When a script exits non-zero with no output, the bug is in error handling, not the command. Log at operation entry points, not just on success.
**Fail loudly over silent defaults.** A fatal error with a clear message beats a wrong default that appears to work.
**Pipefail is not a silver bullet.** It propagates exit codes but doesn't guarantee visibility. Pair with explicit error logging for external commands (git, curl, etc.).
**Audit the whole file when fixing one value.** Hardcoded assumptions cluster. Fixing one while leaving siblings produces multi-commit churn.
**Debug the pattern, not the symptom.** If one HTTP call fails with 403, audit all similar calls. If one script has the same bug, find where it's duplicated.
## Documentation
## Shell Scripting Patterns
**Per-context rewrites, not batch replacement.** Each doc mention sits in a different narrative. Blanket substitution produces awkward text.
**Exit codes don't indicate output.** Commands like `grep -c` exit 1 when count is 0 but still output a number. Test both output and exit status independently.
**Search for implicit references too.** After keyword matches, check for instructions that assume the old mechanism without naming it.
**The `||` pattern is fragile.** It appends on failure, doesn't replace output. Use command grouping or conditionals when output clarity matters.
## Code review
**Arithmetic contexts are unforgiving.** `(( ))` fails on anything non-numeric. A stray newline or extra digit breaks everything.
**Approval means "safe to ship," not "how I'd write it."** Distinguish "wrong" from "different" — only the former blocks.
**Source file boundaries matter.** Variables defined in sourced files are local unless exported. Trace the lifecycle: definition → export → usage.
**Scale scrutiny to blast radius.** A targeted fix warrants less ceremony than a cross-cutting refactor.
## Environment & Deployment
**Be specific; separate blockers from preferences.** Concrete observations invite fixes; vague concerns invite debate.
**User context matters at every layer.** When using `gosu`/`su-exec`, ensure all file operations occur under the target user. Create resources with explicit `chown` before dropping privileges.
**Read diffs top-down: intent, behavior, edge cases.** Verify the change matches its stated goal before examining lines.
**Test under final runtime conditions.** Reproduce the exact user context the application will run under, not just "container runs."
## Issue authoring & retry
**Fail fast with actionable diagnostics.** Entrypoints should exit immediately on dependency failures with clear messages explaining *why* and *what to do*.
**Self-contained issue bodies.** The agent reads the body, not comments. On retry, update the body with exact error and fix guidance.
**Throttle retry loops.** Infinite retries without backoff mask underlying problems and look identical to healthy startups.
**Clean stale branches before retry.** Old branches trigger recovery on stale code. Close PR, delete branch, relabel.
## API & Integration
**Diagnose CI failures externally.** The agent sees pass/fail, not logs. After repeated failures, read logs yourself and put findings in the issue.
**Validate semantic types, not just names.** Don't infer resource type from naming conventions. Explicitly resolve whether an identifier is a user, org, or team before constructing URLs.
**403 errors can signal semantic mismatches.** When debugging auth failures, consider whether the request is going to the wrong resource type.
**Auth failures are rarely isolated.** If one endpoint requires credentials, scan for other unauthenticated calls. Environment assumptions about public access commonly break.
**Test against the most restrictive environment first.** If it works on a locked-down instance, it'll work everywhere.
## State & Configuration
**Idempotency requires state awareness.** Distinguish "needs setup" from "already configured." A naive always-rotate approach breaks reproducibility.
**Audit the full dependency chain.** When modifying shared resources, trace all consumers. Embedded tokens create hidden coupling.
**Check validity, not just existence.** Never assume a credential is invalid just because it exists. Verify expiry, permissions, or other validity criteria.
**Conservative defaults become problematic defaults.** Timeouts and limits should reflect real-world expectations, not worst-case scenarios. When in doubt, start aggressive and fail fast.
**Documentation and defaults must stay in sync.** When a default changes, docs should immediately reflect why.
## Validation & Testing
**Add validation after critical operations.** If a migration commits N commits, verify N commits exist afterward. The extra lines are cheaper than debugging incomplete work.
**Integration tests should cover both paths.** Test org and user scenarios, empty inputs, and edge cases explicitly.
**Reproduce with minimal examples.** Running the exact pipeline with test cases that trigger edge conditions catches bugs early.
**Treat "works locally but not in production" as environmental, not code.** The bug is in assumptions about the runtime, not the logic itself.