Why CEREBRO kept it

Production patterns: idempotency, audit, validation

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• 2026-10-05

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Shares tags: ai/agents · cerebro/signal

• Why 38% of AI Agent container escapes didn't need kernel 0-days: Analysis of 109 empirical incidents (Open Dataset + Defense Harness)reddit · 2026-10-06
• mattpocock/skills v1.3 is out! - /pr (new) writes easy-to-read PR bodies, showing hard evidence that the changes work and assessing merge risk - /implement-spec (new) takes in a spec and tickets, andx · 2026-10-06
• RT @MahyadGhassemi: t3 code (nightly) is so much better than what the labs provide that it's not even funny anymore orchestrator genuinely has put them in a different category - able to monitor subax · 2026-10-06
• @davis7 Your agent is given CSS style tokens that work with your theme as well :) https://t.co/gNbDY57lkCx · 2026-10-06
• We just shipped in-app visualization capabilities in T3 Code. This enables agents to build cool dynamic experiences within the thread. Huge shoutout to @davis7 for pushing us on this (and building mox · 2026-10-06
• RT @trq212: I've been working on a skill that makes better HTML plans in Claude Code. It uses simple language, shows code snippets, surfaces questions & makes mockups. Linting reduces the normalx · 2026-10-06

Also from reddit.com

• Why 38% of AI Agent container escapes didn't need kernel 0-days: Analysis of 109 empirical incidents (Open Dataset + Defense Harness)reddit · 2026-10-06
• I built a live token optimizer for AI coding sessionsreddit · 2026-10-06
• I tested 20+ ways to make a cheap coding model act like an expensive one. Here's what worked and what didn'treddit · 2026-10-06
• My Claude Max weekly limits fix: Opus + Sonnet sub-agents and a review loopreddit · 2026-10-06
• Your agents write PRs faster than anyone can review them. What does your review setup look like?reddit · 2026-10-06
• Vibe-coded a local events site that pulls from 101 calendars every 6 hours. PHP + SQLite on GoDaddy shared hosting, no framework.reddit · 2026-10-06