TECHThe Smallest Agent That Works, Part 3: The Three Agents With StateTECHThe Smallest Agent That Works, Part 2: The Three Reach-Out AgentsTECHThe Smallest Agent That Works, Part 1: The Three Cheap AgentsTECHWhat MLX Got to Throw Away (That PyTorch Can't)TECHThe Unified-Memory Bet: Why On-Device Inference Stopped Being a ToyTECHEvery Useful Skill Is One of Five ShapesTECHMCP Gives You the Kitchen. Skills Are the Recipe.TECHThe Three-Level Skill, and Why Yours Is Probably One Level Too ManyTECHThe Smallest Agent That Works, Part 3: The Three Agents With StateTECHThe Smallest Agent That Works, Part 2: The Three Reach-Out AgentsTECHThe Smallest Agent That Works, Part 1: The Three Cheap AgentsTECHWhat MLX Got to Throw Away (That PyTorch Can't)TECHThe Unified-Memory Bet: Why On-Device Inference Stopped Being a ToyTECHEvery Useful Skill Is One of Five ShapesTECHMCP Gives You the Kitchen. Skills Are the Recipe.TECHThe Three-Level Skill, and Why Yours Is Probably One Level Too Many
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Trends· 2026-04-25· 5min

Multi-Agent Coding Looks Like Starcraft, Not Microservices

Spawning 100 coding agents is one tmux loop. Managing them isn't, and the UX patterns we need aren't in any IDE — they've been in 20-year-old real-time strategy games the whole time.

#developer-tools#productivity#ai-engineering#multi-agent-systems
Tech· 2026-04-24· 5min

Claude Code Is a Distributed System. Stop Treating It Like a Prompt.

Seven architectural layers sit between you and the model in Claude Code, and each one is load-bearing. Here's what every layer actually buys you when you're eight hours into a refactor — and what specifically breaks when a tool pretends it doesn't need one.

#claude-code#developer-tools#mcp#agent-architecture