DeepReport Intelligence Briefing - 2026-05-29

[github-actions[bot]]

🔍 Executive Summary

The fleet is steady-but-soft: success rate sits at the low end of its post-May-23 band (81.5% today / 81.0% on 5-28) and ecosystem health slipped to 76/100 (↓6), driven by two sharp week-over-week regressions (Agentic Commands 80%→25%, Content Moderation 75%→22%) plus six agents now producing zero output. The most urgent — and most embarrassing — finding is operational waste: Avenger (5 days) and Changeset Generator (9 days) have each been failing 100% the entire time behind one-line fixes that audits have flagged daily and nobody has merged. Underneath that, the P0 safe-output target=* validation gap (#35351) is spreading — now affecting three distinct safe-output tools, not one.

🚨 Top 5 Findings

• 🔴 Two trivial one-line fixes left rotting for 5 and 9 days — Avenger (isMaxTurnsExit, max-turns:25→50, >$5 wasted) and Changeset Generator (gpt-5.3-codex→404, model→gpt-5.4). Both pinned in every daily audit, neither merged. Filed as quick-wins this cycle. (#35583)
• 🔴 safe-output target=* P0 is spreading, not shrinking — #35351 was confined to add_comment yesterday; today it also breaks create_pull_request_review_comment and set_issue_field. PR Sous Chef remains hard-blocked at 0%. Per-tool prompt fixes won't scale — needs one MCP-boundary validator.
• 🟡 Two fresh WoW regressions — Agentic Commands (80%→25%, correlated with CI blocker #35644 Step Name Alignment) and Content Moderation (75%→22%); both classified inconsistency. Six of 14 analyzed agents now produce zero output (under-creation is the dominant failure mode). (#35716)
• 🟡 failure-reporters duplication is now a chronic, escalating signal-pollution problem — ~20 issues/day at 60% duplicate rate, flagged for the 3rd+ consecutive week with no dedup gate. It is actively burying real P0/P1 signal in the tracker.
• 🟢 Cost concentration & API quota remain healthy — REST API at 18.5K calls today (7d avg ~50K vs 360K cap), well-distributed across workflows. But Daily Safe Output Tool Optimizer set its 3rd consecutive single-day cost record ($6.05→$9.90→$11.33) on a runaway 115-turn / 14.9M-token loop (#35316) — a circuit breaker is overdue before it clears $15/day.

✅ Actionable Agentic Tasks

Seven quick-wins filed as GitHub issues this cycle (each < 4h of agent time, all sourced from today's audits, none duplicating existing tracked work):

1. Unblock Avenger — add max-turns: 50 to .github/workflows/avenger.md and recompile (5-day 100% failure, >$5 wasted) — source #35583
2. Unblock Changeset Generator — model: gpt-5.3-codex → gpt-5.4 (9-day 404 streak) — source #35583
3. Close 3 silent-typo schema holes — add additionalProperties: false to the workflow_call inputs/secrets and dispatch_repository inputs subschemas in main_workflow_schema.json — source #35656
4. Delete/alias the empty deprecated AddCommentConfig at pkg/workflow/add_comment.go:10 (~15 min) — source #35695
5. Surface a user-facing deprecation warning for legacy rate-limit — replace the hidden debug log at pkg/workflow/role_checks.go:301 with a compile warning — source #35656
6. Add timeout-minutes to 10 push/PR source workflows (incl. integration-agentics.yml push→main, error-message-lint.yml every Go PR) so a stalled job can't hold CI for 6h — source #35718
7. Mark inline-sub-agents and rate-limit deprecated: true + x-deprecation-message in the schema so IDEs/validators warn — source #35656

References:

• aw-audit Daily Audit 2026-05-28
• Agent Performance Report — Week of 2026-05-29
• Schema Consistency Check 2026-05-29
• Workflow run §26647364565

Generated by 🔬 DeepReport - Intelligence Gathering Agent · opus48 2.1M · ◷

• expires on Jun 5, 2026, 4:03 PM UTC

[github-actions[bot]]

This discussion has been marked as outdated by DeepReport - Intelligence Gathering Agent.

A newer discussion is available at Discussion #36281.