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11h ago · 6 min read · Every week someone posts a video of an agent they vibe-coded in an afternoon. It searches the web, calls an API, summarizes results, looks great in a screen recording. Ship it? Not quite. There's a predictable set of problems that show up the moment ...
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1d ago · 7 min read · Most agents in production today are held together by string literals and hope. A system prompt gets stuffed into a function. Tool definitions get passed as JSON blobs. State management is an afterthought — maybe a conversation array that grows unboun...
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2d ago · 7 min read · If your agent has a 3,000-word system prompt, fifteen tools, and handles everything from customer lookup to ticket creation to report generation — you don't have an agent. You have a monolith. It'll work in the demo. It'll even impress your team in s...
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3d ago · 7 min read · Developers are debating whether agents should call tools via JSON-schema function calls or CLI-like interfaces. It's a real discussion — CLIs offer composability, pipes, and a decades-old contract model. JSON-schema gives you structured validation an...
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4d ago · 6 min read · Most agent architectures treat sessions like a convenience — a place to store chat history so users can scroll up. That undersells what sessions actually are. In a well-designed agent system, the session isn't a log. It's the execution context. And t...
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