» Tag
autonomous-systems
6 postsA Unified Framework for Self-Improving Agent Systems
A conceptual framework unifying Skill evolution, harness adaptation, and self-referential evolution in self-improving AI agent systems, beyond model weights.
Proof-Adjusted Autonomy: Why a '90% Autonomous' Agent Is Really 61.6%
Why AI agents claiming 90% autonomy actually deliver 61.6% verifiable work — introducing Proof-Adjusted Autonomy and the concept of Proof Debt.
Everyone Hopes AI Fails, I'm Building the Net Anyway
AI agents deleted production databases due to access-versus-authorization confusion; the author now tests a safety net combining AI proposals with code checks.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comCinchor brings bound-before, proven-after accountability to AI agents
Cinchor offers accountability infrastructure for autonomous AI agents, enforcing action limits beforehand and producing verifiable proof afterward, via SDKs or a managed gateway.
Learning AI Orchestration and Harness Engineering for Autonomous Systems
Insights on AI orchestration and harness engineering through an autonomous engineering project.
Mako: A Self-Evolving Operating System for Autonomous Web Exploitation
Mako is a self-evolving operating system designed for autonomous web exploitation.