AI SystemsAugust 16, 2026·8 minAn AI System Grows Upward, Not SidewaysWhen an AI system grows, everyone thinks more agents. The real jump is a layer above them: assignments, done-criteria, and results checked against evidence.Read more
Working with AIAugust 3, 2026·12 minAhrefs MCP Server: Setup for Claude, Codex and the RestThere are two Ahrefs MCP servers and two kinds of key, and the wrong pairing fails silently. Here is the wiring per client, plus the traps that cost real money.Read more
Working with AIJune 19, 2026·10 minClaude Design: What It Is, Where It Fits, and When to Skip ItClaude Design is three different tools wearing one name. A practical 2026 guide to what it makes, where it beats a plain Claude chat, and when to skip it.Read more
Working with AIJune 6, 2026·14 minClaude in 2026: Three Models, Four Surfaces, Real PricesOpus, Sonnet and Haiku side by side with price, context window and benchmark. Then claude.ai, Claude Code, the API and the clouds: which to reach for when, plus the three traps that actually bite.Read more
AI SystemsApril 26, 2026·12 minAI Memory Explained: What Actually Changes in 2026Three layers of memory, three use cases. ChatGPT, Mem0, Zep, Letta and CLAUDE.md in honest 2026 comparison. Plus the risk no vendor addresses.Read more
Working with AIApril 25, 2026·7 minGit Is Your Seat Belt When You Build With AI94 percent of pros use Git, most AI builders don't. What happens when a Claude order goes wrong without a save state, and how Branch-per-Ask solves it in one second.Read more
Working with AIApril 11, 2026·10 minClaude Code for SMBs: 6 Terms to Know, Setup in 30 MinutesMost people use Claude like a chatbot. In reality it sets itself up, once you know six terms: CLAUDE.md, Skills, Hooks, Subagents, MEMORY.md and MCP.Read more