governed-autonomy

Turns repeatable, domain-agnostic workflows into graph-driven loops.

Self-hosted, governed-autonomy SRE platform: an LLM agent that autonomously remediates infrastructure incidents behind a fail-closed prediction gate, mechanical verdicts, and a tamper-evident ledger. The agent can't act on a belief it hasn't checked.

Federation protocol for sharing re-validated, outcome-verified remediation wisdom between sovereign autonomous-operations instances — the contract: stable envelope, pseudonymous attestation, signed transparency log, invariants

A specification for governed structural autonomy in role-based Multi-Wing GPT systems.

Human approval gates for autonomous systems, where a timeout never reads as consent — file-backed requests, an append-only decision ledger, and fail-closed expiry: an unanswered gate blocks, and the expired record names no decider.

Prove every scheduled machine is still alive — a registry plus a verifier that catches silently dead cron jobs, agent runs, and timers, and drift in both directions. A checker that never fires is indistinguishable from a healthy system.

A curated list of tools and prior art for governed agents — approval gates, policy boundaries, decision records, and rollback for autonomous systems.

The SOC Autonomy Framework (SAF) — a vendor-neutral classification system for degrees of security operations autonomy (L0-L5). Analogous to SAE J3016 for the autonomous SOC.