Tagged articles

Agent Governance

6 articles · Page 1 of 1

Jun 28, 2026 · Artificial Intelligence

How IterationBudget Stops Child Agents from Running Away

The article explains how Hermes' IterationBudget defines per‑agent autonomy limits, prevents cost, latency, context bloat and error amplification, supports refund and grace‑summary mechanisms, keeps parent and child budgets independent, and separates budget, timeout and concurrency controls for robust multi‑agent governance.

Agent GovernanceBudget RefundConcurrency

0 likes · 16 min read

How IterationBudget Stops Child Agents from Running Away

Machine Learning Algorithms & Natural Language Processing

Jun 28, 2026 · Artificial Intelligence

Why a 65‑line Markdown file outshines Anthropic’s docs: 4 rules to stop AI coding mistakes

A 65‑line CLAUDE.md file has eclipsed Anthropic’s official repository by 176 K stars because it transforms AI coding failures—misunderstanding requirements, over‑engineering, and uncontrolled edits—into a disciplined, rule‑driven process that boosts task success from 65 % to 94 %.

AI CodingAgent GovernanceCLAUDE.md

0 likes · 9 min read

Why a 65‑line Markdown file outshines Anthropic’s docs: 4 rules to stop AI coding mistakes

Linyb Geek Road

Jun 19, 2026 · Artificial Intelligence

Agent Skills Review: How New AI Skills Are Redefining Large‑Model Operating Systems

The article surveys the rapid emergence of Agent Skills, outlines a six‑layer framework that defines their ontology, representation, lifecycle, runtime integration, governance, and applications, highlights severe security vulnerabilities revealed in large‑scale studies, and discusses the open research challenges ahead.

AI Agent ApplicationsAI safetyAgent Governance

0 likes · 16 min read

Agent Skills Review: How New AI Skills Are Redefining Large‑Model Operating Systems

Linyb Geek Road

Apr 19, 2026 · Artificial Intelligence

Wow‑Harness: Mechanical Constraints Let Claude Code Write Code with Minimal Supervision

The article analyzes Claude Code’s common pitfalls—unrun tests, unintended file changes, and bug proliferation—and presents wow‑harness, an open‑source runtime constraint system that uses hooks, an eight‑stage state machine, and tool isolation to enforce strict governance over AI‑generated code, dramatically improving reliability.

AI CodingAgent GovernanceClaude Code

0 likes · 7 min read

Wow‑Harness: Mechanical Constraints Let Claude Code Write Code with Minimal Supervision

AI Info Trend

Mar 12, 2026 · Artificial Intelligence

Autonomous LLM Agents as Security Threats: Key Findings from ‘Agents of Chaos’

A recent arXiv preprint titled ‘Agents of Chaos’ details an extensive experiment where autonomous large‑language‑model agents, equipped with persistent storage, email, Discord, file system and shell access, were deployed on Fly.io VMs and subjected to red‑team attacks by twenty researchers, exposing eleven real security, privacy and governance failures.

AI riskAI safetyAgent Governance

0 likes · 9 min read

Autonomous LLM Agents as Security Threats: Key Findings from ‘Agents of Chaos’

PaperAgent

Mar 3, 2026 · Information Security

What 11 Critical Security Flaws Were Uncovered in OpenClaw AI Agents?

A comprehensive study of the OpenClaw framework reveals eleven severe security vulnerabilities in multi‑agent AI systems, ranging from over‑reactive data deletion to identity‑spoofing attacks, resource‑exhaustion loops, and covert manipulation, highlighting systemic social‑coherence failures and the need for robust agent governance.

AI agentsAgent GovernanceLLM security

0 likes · 14 min read

What 11 Critical Security Flaws Were Uncovered in OpenClaw AI Agents?