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ESCAPE ROOM is an autonomous cyberdefense system for AI agents. It detects security breaches, investigates root causes, executes authorized remediation, and verifies recovery with real evidence. Built on Docker, it simulates unauthorized network access and synthetic canary exposure. Semgrep detects configuration drift, while real container probes confirm breaches. An autonomous Incident Commander selects allowlisted actions, remediates threats, and retests containment. Four recorded scenarios demonstrate its capabilities: STANDARD BREACH : Restores configuration and verifies recovery. FAILED VERIFICATION : Detects a failed repair, identifies a persistent override, quarantines it, and retests. OUT OF AUTHORITY : Refuses unauthorized actions and escalates to a human. REPEATED DRIFT : Blocks recurrence and generates a regression rule. Technologies: • Semgrep: Threat detection and prevention rules. • ClickHouse Cloud: 83 security events uploaded and verified. • OpenAI GPT-4o mini: AI-assisted incident analysis. • GitHub: Incident reports published and verified via API. • ElevenLabs: AI-generated cinematic voiceover and original demo soundtrack. Our recorded baseline achieved verified recovery in 6.9 seconds, with both security probes passing. The public dashboard provides interactive playback of real local Docker executions and transparent decision evidence. ESCAPE ROOM transforms cybersecurity from passive alerts into verifiable, autonomous defense.
Listed tools (9)
Scroll for moreAI coding assistants forget everything between sessions, and the instruction files teams write for them (AGENTS.md, CLAUDE.md) go stale the moment a library changes. On long jobs like a major-version upgrade, they also drown in their own history and start repeating themselves. Evergreen is a long-running agent that does the upgrade and learns as it goes. It fixes one file at a time: known errors are fixed instantly by a saved rule; new ones get live official docs from Nimble, and Liquid's LFM2.5-8B-A1B model writes the patch entirely on the laptop, with no cloud AI. A fix is kept only if it passes safety guards and no previously passing test breaks; otherwise it's rolled back and retried, so progress never goes backwards. Every kept fix becomes a lesson with a confidence score, a source link and the library version it was proven on, and is written into the project's AGENTS.md so the next session with any assistant starts out knowing it. All history (attempts, patches, test results, lookups) lives in a Tinybird RawTree database instead of the prompt, so the prompt stays the same size from the first file to the last. In our run, it took a pandas 1.5 to 2.2 upgrade to all 21 tests passing. A live Next.js dashboard on Vercel reads RawTree and shows each run as it happens: tests passing over time, every patch and its diff, the rulebook, Nimble lookups, rollbacks, and zero human interventions. Built with Liquid, Nimble, Tinybird/RawTree, Python and Vercel.
Listed tools (5)
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