» Tag
autonomous-systems
7 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.comHarness Design Study for Coding Agents
Study on harness design for coding agents, focusing on context management and planning strategies.
Cinchor 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.