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News
I Built a Hands-Free AI Harness for Migrating Legacy Tests
13+ hour, 22+ min ago (735+ words) Point it at a test spec. Agents do the migration; the harness independently verifies the evidence before a change can ship. Tagged with ai, testing, playwright, automation....
Agentic Harness Engineering
2+ day, 21+ hour ago (258+ words) Al models were mostly used by simply feeding a prompt and generating output a lightweight interaction Often good enough for basic tasks like text or image generation. But now, the demands have grown: • Real-time data access is essential. • Deeper contextual…...
HarnessDev: Enabling LLMs to Build and Iterate Agent Harness Systems
4+ day, 19+ hour ago (282+ words) The six categories of control mechanisms are summarized as below: During the Creation phase, different creator models take the weak seed harness and add, modify or delete source‑code files to produce complete runnable harness artifacts. Researchers measured code‑editing…...
What Is an AI Harness? A Practical Guide with a Laravel CMS Example
1+ week, 2+ day ago (765+ words) An AI harness is a structured set of files, rules, skills, workflows, and project context that surrounds an AI coding agent. Instead of repeating the same instructions in every prompt, the harness gives the agent a consistent way of working…...
AI Harness: the worst and the best buzzword in the industry
2+ week, 1+ day ago (415+ words) "El mercado habla de 'AI Harness' como si fuera magia. El verdadero arnés de un LLM es un Proxy Inverso y un Middleware Transaccional determinístico. Es el código tradicional (styrr-llm y sayay-guard) el que confina, audita y presupuesta la inferencia…...
From kanban to harness: when the tracking tool becomes the orchestrator
3+ week, 2+ day ago (1017+ words) When I shipped KittyClaw two weeks ago, the tool did one thing: serve as a board. The Claude agents ran alongside - first by hand, then via a dispatcher.mjs: a Node script polling KittyClaw's API, triggering the right agent based…...
Harness Engineering - Part 6: The Filesystem & Environment
4+ week, 10+ hour ago (1085+ words) Welcome back to the Harness Engineering series — a 10-part journey from raw language model to production-ready agentic system. Made by builders. For builders. In Part 5, we looked at the Context — the payload the model sees on every call. Now we…...
The Plan and the Worker: Two Open Specifications for Agent Harnesses
4+ week, 1+ day ago (1399+ words) Every agent harness solves the same two problems, and almost every one of them solves both... Tagged with ai, agents, agentskills....