2d ago · 4 min read · The Experiment Chris Laub (@ChrisLaubAI) ran an experiment that should change how you think about model selection. He built the same application five times — once with each major LLM — and tested five different prompt formatting styles across all of ...
Join discussion2d ago · 4 min read · The Law of Convergence Allen Hutchison's essay "Building AI Agents: From Simple Scripts to Autonomy" opens with an observation that any developer will recognize: I sat down to write a simple Python script. Two hours later, I was writing a while loop...
Join discussion2d ago · 4 min read · Everyone is suddenly talking about files. LlamaIndex published "Files Are All You Need." LangChain wrote about agents using filesystems for context engineering. Oracle — yes, that Oracle — compared filesystems vs databases for agent memory. Karpathy ...
Join discussion2d ago · 3 min read · Models Are Converging. Now What? Jakob Nielsen's 18 Predictions for AI and UX in 2026 makes a striking observation: no AI lab has a moat. When one lab demonstrates a new capability, others match it within weeks. The gap between first and second place...
Join discussion6d ago · 4 min read · It’s Friday afternoon. You’ve just deployed a sophisticated AI Agent with a suite of 50 enterprise tools. Five minutes later, the logs show a disaster: the Agent was supposed to deactivate_user for a
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Mar 23 · 5 min read · Last week, our pipeline produced a proofpack with decision: HUMAN_REVIEW. The contract had 10 acceptance criteria. The engineer agent created all the new files, build passed, tests passed, three independent reviewers ran. Everything looked correct — ...
Join discussionMar 20 · 5 min read · I maintain 12 Claude Code plugins. Each has a project.intent.md -- a structured spec that tells the agent what the project does, what it doesn't do, and who it's for. The agent reads it at the start of every task. Last week I ran a reverse diff -- co...
Join discussionMar 19 · 7 min read · A lot of the AI agent conversation right now is finally getting more concrete. The hot takes are still there, but the interesting shift is underneath them: people are talking less about clever prompts and more about the systems around the model. Cont...
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Mar 19 · 7 min read · Earlier this year, Boris Cherny, the creator of Claude Code, published a thread on how he and his team use the CLI they built. A dozen tips covering everything from running parallel sessions to slash commands to subagents. The one I kept circling bac...
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