Boris Cherny says coding is solved and AI loops are the future. But are endlessly-running agent swarms ready for the real world? A developer’s honest take on the paradigm shift from managing agents to authorizing autonomous background swarms.
Stop Pushing Broken Code: Set Up Pre-commit Hooks in Python in 15 Minutes
Tired of pushing code with syntax errors and style violations? Set up pre-commit hooks in Python to catch bugs before they reach your repo — in 15 minutes.
The Great AI Subsidy: What Happens When Your Favorite Coding Assistant Stops Being Cheap
Frontier AI models like Claude and Copilot are running on massive venture capital subsidies. Here’s what happens when the free ride ends — and what smart developers are doing to prepare now.
Sakana Fugu Just Matched Anthropic’s Best Models Without Accessing Them — A Deep Dive Into the Multi-Agent Orchestration Approach
Sakana AI’s Fugu Ultra matches Anthropic’s Fable 5 on benchmarks — using just a 7B orchestration model. How it works, pricing compared to GPT-5.5 and Claude Opus 4.8, and why it might matter more outside the US.
AI Coding Context Files: Never Re-Explain Your Project Again
Stop wasting time re-introducing your codebase to every AI coding assistant. Here’s how .cursorrules, CLAUDE.md, and AGENTS.md actually work — and a battle-tested template you can use today.