Vibe coding a podcast player got me thinking about the future of software and ads.
LiteLLM was compromised in a supply chain attack. Here's what happened and what it means.
Claude Code’s source code was leaked via a source map file. Here’s what happened.
AI has turned everybody into managers. Here's how to stay effective.
Openclaw shows what AI agents can do, but also highlights the rough edges and security concerns that need addressing.
A quick tour of the major agent frameworks — what they give you, what they cost, and when to skip them.
Agents, scripts with LLMs, and intent-based bots look similar from the outside. The real difference is where control lives — and what that costs you.
A Claude agent deleted PocketOS's production database in nine seconds. The fix isn't a better system prompt — it's a deterministic gate between the agent's tool-call decision and the API actually firing.
Three terms that emerged as LLM chats grew into agents — what each one means, when it applies, and how the workflow shifts from prompt engineering to harness engineering.
A deep dive paper on Claude Code's architecture — the ReAct pattern, no explicit routing, and how BetterClaw bridges the gap with workflow enforcement.
Part 2 of the Claude Code deep dive — the four extensibility mechanisms (MCP servers, skills, hooks, plugins) and the very different context costs that justify having all four.
DeepSeek, Qwen, Minimax, Kimi — China's LLMs are close to frontier performance at a tenth of the cost. Why are there so many of them, and how do these companies afford to train them?
Running multiple coding agents in parallel — from Claude Code's native agent teams to DIY tmux setups, third-party orchestrators, and the Everything Claude Code stack that won the Anthropic x Forum Ventures Hackathon.