Blog
In-depth articles on AI models, tools, and engineering practices.
OpenAI's Technical Lessons From Building Computer Access for Agents
OpenAI shares key engineering lessons from building computer access for agents: tighter execution loops, file system context, and secure network access.
OpenAI's Chain-of-Thought Controllability Eval: What It Measures and Why It Matters
OpenAI releases a Chain-of-Thought Controllability evaluation to measure how well reasoning models follow instructions within their thinking process.
Obsidian + Claude Code: Building a Second Brain That Actually Works
How pairing Obsidian's local markdown vault with Claude Code's file-aware agent creates a persistent, controllable context system that solves AI's biggest usability problem.
MCP vs CLI vs Skills: How to Extend Claude Code Without Over-Engineering
Compare MCP servers, CLI tools, and Skills — the three ways to extend Claude Code. Learn when each fits and avoid the over-engineering trap.
Lessons from Building Claude Code: How Anthropic Designs Agent Tools
How Anthropic's Claude Code team designs agent tools by 'seeing like an agent' — lessons on elicitation, task management, and self-directed search.
Harness Engineering: How LangChain's Coding Agent Jumped from Top 30 to Top 5
LangChain improved their coding agent 13.7 points on Terminal Bench 2.0 by changing only the harness — not the model. Here's how self-verification, tracing, and prompt tuning made the difference.
Claude Code: Key Benefits and Features That Matter
Claude Code's key benefits and features explained — agentic file editing, smart debugging, git automation, and why benefits drive adoption more than specs.
Spec-Driven Development: Why Specifications Are the New Code for AI Agents
Spec-Driven Development (SDD) front-loads thinking into detailed specifications so AI coding agents build the right thing first time. Here's how the three-level framework works.
How Intercom Built 13 Claude Code Plugins With 100+ Skills and Hooks
Intercom engineered an internal Claude Code plugin system with 13 plugins, 100+ skills, and hooks — here's what it reveals about enterprise AI tooling.
How to Integrate Claude Code into Your Development Workflow
Claude Code shifts AI coding from autocomplete to autonomous agent. Here's how to integrate it into your real development workflow.
How to Integrate an MCP Server: A Step-by-Step Guide for AI-Powered Tool Access
Learn how to integrate an MCP server with Claude Code and other AI clients — from configuration to testing and production deployment.
How to Effectively Prompt Claude Code: A Practical Guide
Learn how to effectively prompt Claude Code with structured instructions, CLAUDE.md files, and skill-based workflows for faster, more reliable results.