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feat: complete issue #322 with triage automation and regression loop#326

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spboyer/issue-322-improve-waza-with-real-agentic-product-c-577bc9
Jun 15, 2026
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feat: complete issue #322 with triage automation and regression loop#326
github-actions[bot] merged 12 commits into
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spboyer/issue-322-improve-waza-with-real-agentic-product-c-577bc9

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@spboyer spboyer commented Jun 15, 2026

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Closes #322

What changed

  • Added --auto-file-issue to waza run to upsert a GitHub issue with aggregated triage details for failed/error runs.
  • Surfaced triage highlights in CLI benchmark summaries.
  • Wired failure artifact capture into runner execution paths for failed/error runs.
  • Added a weekly regression loop workflow that:
    • runs on schedule and on-demand,
    • compares against the latest successful baseline artifact,
    • uploads regression artifacts every run,
    • upserts a regression issue when thresholds are crossed.
  • Hardened auto-merge.yml to require trusted author association, main target, and the agent-merge label.
  • Updated CLI + CI/CD docs and README to cover the new automation.
  • Fixed make lint package resolution to use repository-relative package patterns.

Verification

  • go test ./cmd/waza ./internal/orchestration
  • make lint
  • make build
  • make test
  • cd site && npm ci --silent && npm run build

Copilot AI added 11 commits June 15, 2026 10:38


Replace TODO placeholders in squad CI/preview/release workflows with:
- Go mod verify, go vet, go test with coverage, race detector
- Node.js web UI build (Node 22 with npm cache)
- Binary build and integration test for end-to-end validation
- Release creation with gh CLI (main) and pre-release (insider)

All workflows now mirror go-ci.yml proven build/test pattern:
- squad-ci.yml: Runs on dev/preview/main/insider branches and PRs
- squad-preview.yml: Validates on preview branch pushes
- squad-release.yml: Runs tests and creates release on main
- squad-insider-release.yml: Runs tests and creates pre-release on insider

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Phase 2: Implement genuine failure-handling for evaluation runs

- Add failures/handler.go with CaptureFailure method
- Capture stderr/stdout (10KB truncation), exit code, failed validators
- Extract error patterns via regex (timeout, OOM, permission, connection, panic, exception)
- Generate human-readable triage summary in Markdown with actionable recommendations
- Extend RunResult.FailureArtifacts for diagnostic data in results JSON
- Add comprehensive test coverage (handler_test.go)
- All tests passing, 79.1% coverage maintained

Next: Wire handler into EvalRunner, add --auto-file-issue flag, display triage in CLI

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
#322

- Revert go.mod back to 1.26 (dependency azure-dev/cli/azd requires >= 1.26)
- Restore go-version: 1.26 in go-ci.yml and squad-ci.yml
- Add linters.exclusions.paths to .golangci.yml to skip web/node_modules
  and web/dist (uses v2 schema: linters.exclusions.paths)

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
…322

v4 with 'latest' resolves to v1.64.8 (built with Go 1.24) which
cannot lint Go 1.26 projects. Upgrade to action@v7 with pinned v2.10.1
(built with Go 1.26) to match go-ci.yml.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
- Add exitCode parameter to CaptureFailure and populate ExitCode field
- Sort FailedGraders for deterministic output
- Sort extractErrorPatterns result for deterministic output
- Fix contains() helper to use strings.Contains
- Fix TestTruncate: correct wantLen and assert actual length
- Fix TestExtractErrorPatterns: assert specific expected patterns
- Update TestCaptureFailure: pass exit code, assert ExitCode field
- Drop unused contains() helper (now using strings.Contains directly)

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Use 'gh release view' to check if a release exists before creating,
so genuine failures (permission errors, network issues) surface as
workflow failures rather than being swallowed by '|| echo'.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
- handler.go: use time.Now().UTC() for cross-machine consistency
- handler.go: filter empty strings from extractErrorPatterns matches
- handler.go: fix truncate to enforce hard maxLen (prefix len = maxLen - suffix len)
- handler_test.go: update TestTruncate wantLen to maxLen (30) after hard-limit fix
- squad-preview/release/insider-release.yml: add favicon.svg to web/dist stub
- squad-release/insider-release.yml: change 'passed' to 'completed' in integration test
  message since exit code 1 (eval failures) is treated as non-fatal
- go-ci.yml lint job: fix go-version indentation to 10 spaces under with:
- squad-ci.yml lint job: fix go-version indentation to 10 spaces under with:

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
- handler_test.go: remove unused truncSuffix const (fixes lint)
- handler.go: use regexp.MustCompile for hard-coded patterns to surface
  typos at runtime instead of silently ignoring compile errors
- squad-ci.yml: add lfs: true to lint job checkout to match build job
- .golangci.yml exclusions.paths is valid v2 config (config verify passes)

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
In golangci-lint v2, path exclusions belong under the top-level
exclusions key, not under linters.exclusions. Moving them ensures
they are applied correctly.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
…rove-waza-with-real-agentic-product-c-577bc9

# Conflicts:
#	.github/workflows/squad-insider-release.yml
#	.github/workflows/squad-release.yml
#	internal/failures/handler.go
#	internal/failures/handler_test.go
- add CLI auto issue filing and triage highlights for failed runs
- wire failure artifact capture into runner execution paths
- add weekly regression loop workflow with baseline artifact comparison and issue upsert
- harden auto-merge workflow with trusted-author + label gates
- document new run flag and CI workflows, and fix lint package resolution

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot AI review requested due to automatic review settings June 15, 2026 18:23
@github-actions github-actions Bot enabled auto-merge (squash) June 15, 2026 18:23

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Pull request overview

Adds automated triage + regression loop capabilities to Waza, including capturing failure artifacts, surfacing triage summaries in CLI output, and integrating recurring regression detection + issue upserts via GitHub Actions.

Changes:

  • Add failure artifact capture for failed/error runs and surface triage highlights in CLI summaries.
  • Add waza run --auto-file-issue to upsert a GitHub issue with aggregated triage details for failing runs.
  • Add a scheduled weekly regression workflow and tighten auto-merge gating; update docs accordingly.
Show a summary per file
File Description
site/src/content/docs/reference/cli.mdx Documents new --auto-file-issue flag and usage example.
site/src/content/docs/guides/ci-cd.mdx Adds documentation for the weekly regression loop workflow and auto-merge safety boundaries.
README.md Updates CLI flag table and links to new workflows.
Makefile Modifies make lint invocation logic.
internal/orchestration/runner.go Captures failure artifacts for failed/error runs via a new failure handler.
internal/orchestration/runner_test.go Adds/updates tests to assert failure artifacts are captured and status mapping is correct.
internal/failures/handler.go Minor cleanup and truncate behavior adjustment in failure handler.
internal/failures/handler_test.go Minor cleanup in tests.
cmd/waza/cmd_run.go Implements --auto-file-issue, triage highlights in summary output, and GitHub issue upsert helpers via gh.
cmd/waza/cmd_run_test.go Adds tests for triage highlights/headline parsing and auto-issue creation/update behavior.
.golangci.yml Adds path exclusion configuration for linting.
.github/workflows/weekly-regression-loop.yml Introduces a scheduled + manual regression loop that compares against latest successful baseline artifact and files issues on regressions.
.github/workflows/auto-merge.yml Tightens auto-merge conditions and adds merge-state precheck.

Copilot's findings

  • Files reviewed: 13/13 changed files
  • Comments generated: 5

Comment thread Makefile
Comment thread .golangci.yml Outdated
Comment thread cmd/waza/cmd_run.go
Comment thread .github/workflows/auto-merge.yml
Comment thread .github/workflows/weekly-regression-loop.yml
golangci-lint config verify was failing because the top-level 'exclusions'
property is not valid in the current schema. Removed this section as the web
directory is not a Go package and does not need explicit exclusion.

Fixes: Go Build and Test CI failure due to golangci-lint config verification.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
spboyer pushed a commit that referenced this pull request Jun 15, 2026
- Simplify Makefile lint target to use filesystem paths (./...) instead of
  complex go list transformation with path conversion
- Fix findOpenAutoIssue to properly quote GitHub search marker and separate
  stdout/stderr buffers to avoid JSON parse errors
- Add GH_TOKEN environment variable to auto-merge.yml 'Check merge state' step
- Add main branch gating to weekly-regression-loop.yml workflow via
  github.ref condition on evaluate job
- Disable govet inline check in golangci.yml to prevent spurious failures
  from node_modules Go code

All review comments from Copilot reviewer addressed. Tests pass, linting passes.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
@github-actions github-actions Bot merged commit 7692027 into main Jun 15, 2026
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Improve Waza with real agentic/product capabilities

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