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  3. Parry the Appsec AI SOC
rotembabout 2 hours agoContributorJudging locked: Event build

Parry the Appsec AI SOC

Parry is an autonomous AI SOC for web apps. It watches every HTTP request, detects live attacks as SQL over ClickHouse, triages and patches them with an LLM on Akash GPUs, blocks the attacker, rotates exposed secrets, and writes its own detection rules — no human in the loop.

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Project description
The problem: detection is solved, response isn't. Alerts pile up, a human triages, and the attacker is gone. Dwell time is hours; an automated attack finishes in seconds. Parry closes the loop. It sits inline as a reverse proxy; every request becomes a row in ClickHouse, and an AI blue-team agent runs a continuous loop: DETECT, TRIAGE, GROUND, RESPOND. How we use each partner: ClickHouse Cloud — the brain. Detection IS SQL: 8 rules over live telemetry every 2s, with materialized views pre-aggregating at ingest. Add a detector in one SELECT. Akash — triage runs on a rented NVIDIA A100 via the new Console API (managed wallet, auto-funding, runtime cap). One model scores alerts, writes the code patch, and the incident report. Semgrep — pins the exact vulnerable line on every high-severity alert; the Akash LLM then writes a secure patch. Senso — grounds every call in verified playbooks, citing the doc ids used. Guild — a hosted commander agent adjudicates critical detections as a tamper-evident audit trail. What makes it smart: when an exploit succeeds once, Parry distills it into a brand-new, validated ClickHouse rule and arms it instantly. And the moment exfiltration is seen, it rotates every touched secret for real — the stolen key is already dead. The result: launch an attacker from the dashboard, watch it caught, blocked, and patched live; run it again and the whole attack returns 403. Autonomous defense, with receipts.
Project links
  • GitHub repository
  • Project website
  • Demo video
Tools used
  • Guild.ai logoGuild.ai
  • ClickHouse logoClickHouse
  • AAkash
  • SSemgrep
  • SSenso.ai
Tools used
  • Guild.ai logoGuild.ai
  • ClickHouse logoClickHouse
  • AAkash
  • SSemgrep
  • SSenso.ai