Fame510/SHACKLE

SHACKLE — a governance protocol and policy-decision daemon for autonomous AI agents. Enforces guardrails, budget/loop limits, and policy constraints in real time, with an audited decision engine, SP-1.0 protocol spec, Rust/TypeScript clients, and SOC2-aligned compliance tooling.

8 best points · 0 comments · 6 Hacker News posts · 18 GitHub stars · View on GitHub

Hacker News discussions

• SP/1.0: deterministic, reproducible verdicts for AI-agent decisions (8 points, 0 comments, by shacklepro, 2026-07-26)
• Show HN: Shackle – Deterministic runtime governance for AI agents (3 points, 0 comments, by shacklepro, 2026-07-21)
• Shackle: A pre-execution ALLOW/DENY/HITL gate for AI agents (open source) (2 points, 0 comments, by SHACKLE-PRO-, 2026-07-22)
• Shackle: A pre-execution ALLOW/DENY/HITL gate for AI agents (open source) (2 points, 0 comments, by SHACKLE-PRO-, 2026-07-24)
• Shackle: A pre-execution ALLOW/DENY/HITL gate for AI agents (open source) (2 points, 0 comments, by SHACKLE-PRO-, 2026-07-29)
• Fail-closed enforcement for AI agents: deny what you cannot verify (1 points, 0 comments, by SHACKLE-PRO-, 2026-07-23)