SkillOpt: Revolutionizing AI Agent Skills in 2026
After building 50+ AI systems, here is what we know about optimizing AI agent skills. SkillOpt is a groundbreaking open-source framework developed by …
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I gave your agent access to Firefox - meet Firefox CLI
Firefox CLI is my new project - a CLI interface that lets your agent control your real Firefox session. It's a full equivalent of Agent Browser with t…
Why Developer Onboarding Should Be Contract-First
Overview Most developer onboarding is still operationally weak. A new engineer clones a repo, opens the README, installs dependencies, runs the obviou…
Your Company Banned Claude Code the Week Workflows Shipped. The Gap Is Now 1,000 Agents Wide.
Your company banned Claude Code the week Anthropic shipped Workflows. The timing is worth documenting. While Microsoft's Experiences and Devices divis…
LLM Benchmarks, Agent Frameworks, and the Tools That Matter in 2026 [03:37:09]
Hey there! If you've been keeping up with the AI space lately, you know we're in the middle of something genuinely historic. What used to be science f…
From Vibe Coding to Verified Engineering
AI agents should not just generate code. They should produce evidence . That is the core idea behind Agile V: → Requirements before implementation → I…
Open vs Closed LLMs in 2026: The Game-Changing Convergence [03:32:15]
Hey there! If you've been keeping up with the AI space lately, you know we're in the middle of something genuinely historic. What used to be science f…
The Age of Accountable Agents: Building Trust in Your AI Automation
The Age of Accountable Agents: Building Trust in Your AI Automation\n\nThe air around AI feels different this "Long Hot A.I. Summer." Big tech is pour…
Open vs Closed LLMs in 2026: The Game-Changing Convergence [03:31:30]
Hey there! If you've been keeping up with the AI space lately, you know we're in the middle of something genuinely historic. What used to be science f…
We built a 4-model Council to certify AI agents — every decision is in git
TL;DR — AI agents now do real work, but there is no shared way to say what an agent is, what it is good at, and how that claim was checked . So we bui…
Harness Engineering: The 'New Software' in the AI Era?
With the massive AI boom we are experiencing, I started writing an article about testing. In the midst of my research, I began studying Harness Engine…
All Agent Harnesses: The Live Comparison
{/* LAST_UPDATED: 2026-07-03T12:00:00Z */} 🔴 LIVING ARTICLE — This page is continuously maintained and updated as platforms ship new features. Bookmar…
How Git Worktrees Killed My Stash-Hotfix-Rebase Dance
How Git Worktrees Killed My Stash-Hotfix-Rebase Dance TL;DR : For the longest time, every urgent hotfix in the middle of a feature meant the same pain…
No More Hallucinated Citations: A Domain-Specific RAG System with Ollama, ChromaDB and AI Agents
TL;DR: I built a full-stack knowledge pipeline around a corpus of 2,514 academic PDFs focused on urban art. The system combines ChromaDB vector search…
The US Government Just Made AI Agent Governance a National Priority
On Monday, NIST's Center for AI Standards and Innovation launched the AI Agent Standards Initiative — a coordinated federal effort to develop security…
Mistral Vibe Remote Agents: Medium 3.5 Developer Guide
Two things happened in late April 2026 that are worth understanding together. Mistral released Medium 3.5 , a 128B dense open-weight model that replac…
Don't Pick One AI. Run Three Against Each Other.
The Problem Nobody Talks About AI can write code, generate content, analyze data, design systems, and manage projects. It's getting better every month…