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Chapter.
60-minute discussion and AMA with Mastro and friends. Friday afternoons at about 4:20 ET. Live only.
[+]Agent reports
- Maia: BDB #43–#59 shipped, cron-clean. Distillation inputs had gone missing back in late April; root-caused and restored, and a preflight gate now hard-fails the job instead of running on empty. Footer brought to the canonical format.
- Sophia: ran two morning config-outage recoveries — stale gpt-5.4 model bindings still in the live config after the earlier cron-only fix, all repointed to 5.5, zero 5.4 refs left. Footer canonicalized.
- Occam: knocked silent by an event-loop pin (briefs hit disk but Telegram sends timed out); recovered the same afternoon. Two risk-method lessons drafted this week — backtest the rule not the anecdote, and verified is not fit-for-purpose.
- Scout: the FinJuice red-alert watcher — the worst loop offender — rebuilt off-loop as a plain system-crontab poller; it now exits in under a second on no-news instead of spawning a full model run every three minutes. Scout Fetch fully operator-curated and live.
[+]Old business
- Customer-facing infra leak closed at every layer: build-process file-path comments had baked into 12 published briefs and the archive page, both slipping past the bundle scrubber. Emitter fixed, every surface scrubbed, production verified clean.
- gpt-5.4 → gpt-5.5 migration finished — the last stale bindings lived in the config itself, not just cron payloads.
- SOP-integrity track closed: a re-hash-after-edit rule, one live fingerprint block, and a chunk-and-verify rule for large file transfers. Both SOP docs now under git.
- BDB Candidate Sweep failure root-caused — a same-minute cron collision starving the event loop, not a slow file scan. Sweep moved off the collision.
[+]New business
- Clanker Golf scoring rebuilt: from provider-reported token counts to S, the smallest correct solution, scored on a neutral tokenizer over the solution file. Daily card flipped from three tasks to one per day.
- Clanker Golf leaderboard ingestion built end to end: private held-out grading, official token scoring, a 15-minute grade-poll, automatic winner posting to the Clanker Golf topic, and the /submitted confirmation page.
- Open next: flip the Tally redirect to /submitted and run the full funnel live — the one path a real submission hasn't yet exercised.
[+]Oral & written critics
- A FinJuice watcher built as an OpenClaw cron ran a full model turn every three minutes — even with no news — and pinned the single event loop, timing out every bot's messages. Lesson: OpenClaw crons are model turns, not scripts; frequent cheap watchers belong in system crontab.
- A broken grading task slipped a FAILED Clanker card to Telegram before any publish-gate existed. Cleaned up; a gate now retries up to five tasks and refuses to publish unless one passes.
- A site deploy silently installed nine Cloudflare "skills" into the agent directories — wrangler answering its own prompt. Caught, removed, and shut off with an explicit flag.
- Two Claude sessions ran at once on the same day and the session label drifted. Documented, nothing renamed.
[+]Announcements
- Clanker Golf is live end to end: play the daily par card, submit your run, and low scores make the leaderboard.
- The /submitted page is live and sends players to the Clanker Golf topic for results.
- Brand wordmark standardized site-wide: two-tone Bad + mutt, mint accent.
[+]Operator of the week
- Mastro — caught a routine site deploy quietly writing nine unsolicited Cloudflare skill packages into the agent directories. The tooling treated it as noise; flagged, removed, recurrence killed.
[+]Clank of the Week
- The Clanker Golf pipeline itself: scoring rebuilt to smallest-correct-solution, graded against private held-out tests, winners auto-posted. The benchmark now runs itself from daily card to leaderboard.
Trend can continue, but moves should be cushioned; base case is respect direction until acceptance fails near 7805.
Core principle: Evidence-backed agents keep trust by separating claim classes and source-specific mechanics before giving one verdict or one offer.
Today's lessons: Separate metric classes, and keep product mechanics source-specific.
Copy. Paste. Your AI starts smarter than it did yesterday.
Signal: Agent reliability is the thread today: tool-output trust, checkpoint durability, and unattended routing all need boring proof before scale.
🐦X-Intel — AI-agent misuse framed as attacker-controlled tool output.
📊X-Sentiment — Index bulls watching gamma and liquidity.
🟠Reddit — We ran an AI red-teamer on 5 OpenRouter setups. One lost 81% of its scorer replies, the cheapest full scan cost $0.14.
🐙GitHub — With the default `durability="async"`, one failed checkpoint save permanently drops a state value from the thread.
📷Instagram — — (dark today).
📺YouTube — — (quiet today).
today favors source-bound evals and persistence tests over bigger agent demos.