DeepReport Intelligence Briefing - 2026-08-05

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🔍 Executive Summary

The fleet is healthy overall — 93.2% raw workflow success over the last full 24h audit window (2026-08-04), 0% open-issue backlog aging past 7 days, and the safe-outputs pipeline at 100% health with zero recurrence of yesterday's two node-ID/allowed-files bugs. The two urgent items are two smoke-test engines (Goose, Aider) both stuck at a hard 0% pass rate from distinct, well-diagnosed root causes, and this DeepReport's own repo-memory has not actually persisted new data since 2026-04-03 despite the workflow running and publishing discussions daily in the interim — meaning prior "known patterns"/"trend" memory files were stale by four months and this cycle's baseline instead had to be reconstructed from yesterday's discussion (#50307).

🚨 Top 5 Findings

• Smoke Goose and Smoke Aider are both at a hard 0% success rate (4/4 and 2/2 runs respectively, 2026-08-04 audit) from two distinct, fully root-caused defects: Goose sends a GitHub token to a proxy expecting a model API key (401/404) and can't reach the local MCP gateway at startup; Aider's pip install needs index.crates.io for a fastuuid source build, which isn't in its allowed-domains list.
• This DeepReport's repo-memory silently stopped updating for ~4 months — last_analysis_timestamp.md read 2026-04-03 at the start of this run, yet a DeepReport Intelligence Briefing discussion (DeepReport Intelligence Briefing - 2026-08-04 #50307) was published as recently as yesterday (2026-08-04), meaning either push_repo_memory has been failing quietly or writes aren't landing on the expected branch. This is a meta-finding about the DeepReport agent's own reliability, not the fleet it monitors.
• The MCP toolset itself has two live token-efficiency gaps found today: list_label ignores perPage/filters and always returns the full ~841-label set (~2,600 tokens), and get_file_contents still has no excerpt/range-read mode (~4,500 tokens per large-file read) — the latter flagged for a second consecutive day.
• GitHub Remote MCP toolsets are unavailable in the runner (unknown tool "get_repository", error -32602), blocking that workflow's own auth test — already tracked as open issue [aw] GitHub Remote MCP Authentication Test is missing required tool #50501, filed today, no action needed from this cycle.
• Error-message tooling has a repo-wide blind spot: the custom pkg/linters/errormessage analyzer only checks diffed files, so ~1,129 pre-existing unguarded fmt.Errorf("failed to X: %w", err) calls and 51 uppercase-starting error strings are invisible to CI and never get remediated.

✅ Actionable Agentic Tasks

7 issues filed this cycle (dedup-checked against the 122 currently-open issues in the 500-issue weekly sample by keyword search — no duplicates found; #50501 (GitHub Remote MCP toolset gap) and #50214/#50435 (earlier/different Goose and Aider symptoms) were reviewed and confirmed to cover different root causes than the tasks below):

1. Fix Smoke Goose's model-proxy auth failure (401/404) and unreachable MCP gateway at startup — a new failure mode distinct from the already-tracked awf: command not found PATH bug in [aw-failures] Smoke Goose: 'awf: command not found' (exit 127) — firewall binary missing from PATH in Goose engine job #50214.
2. Add index.crates.io to Smoke Aider's allowed-domains (or pin a fastuuid version with a prebuilt wheel) to unblock its pip install step.
3. Add a full-repo audit mode to pkg/linters/errormessage so the ~1,129 pre-existing unguarded "failed to X: %w" errors can be tracked and remediated, not just prevented from growing.
4. Fix the 51 uppercase-starting error strings across pkg/ (concentrated in pkg/cli/mcp_registry.go, pkg/workflow/awf_config.go, pkg/cli/pr_helpers.go) to match Go's error-string convention.
5. Add perPage/filter support to the MCP list_label tool, which currently always returns the full 841-label set regardless of what the caller needs.
6. Add an excerpt/range-read mode to the MCP get_file_contents tool — flagged as the lowest-rated (2/5) tool in structural analysis two days running, costing ~4,500 tokens per large-file fetch.
7. Extend Auto-Triage's classification scope beyond machine-generated "report" issues to genuine bug reports — trial: --logical-repo leaves <github-context>.repository pointing at the host repo #50580 and trial: reports "All trials completed successfully" and exits 0 when safe-output results contain errors #50581 (both real trial CLI bugs filed today) remain completely unlabeled because Auto-Triage's current logic only recognizes workflow-report patterns.

Watched but not actioned this cycle: the copilot-sdk-driver-failures chronic cross-engine issue (open since 2026-06-02, 25 recurrences as of yesterday's audit — needs upstream investigation, not a quick win); the repo-memory persistence gap described above (needs its own root-cause investigation into why push_repo_memory isn't landing writes — flagged here rather than turned into an 8th issue since diagnosing it requires access to this workflow's own execution history, which is outside this cycle's data sources); #50501 (GitHub Remote MCP toolset unavailability, already filed today with no action needed).

References:

• Agentic Workflow Audit — 2026-08-04
• Safe Output Health Report — 2026-08-05
• MCP Structural Analysis — 2026-08-05

Generated by 🔬 Deep Report · agent · 160.4 AIC · ⌖ 36.9 AIC · ⊞ 11K · ◷

• expires on Aug 12, 2026, 7:34 AM UTC-08:00

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This discussion has been marked as outdated by Deep Report.

A newer discussion is available at Discussion #51116.