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News, builds, and breakdowns. New post most weeks — when we've shipped something worth telling you about.
The 5–10x productivity gain from AI doesn’t come from better prompting. It comes from treating Claude as a delegated operator with persistent context.
Read post →When cloud-based LLMs aren’t acceptable — a practical look at deploying private AI infrastructure for regulated and data-sensitive teams.
A pragmatic guide to the I/O layer for AI workflows — webhooks, queues, event buses, and when each pattern is the right tool.
Battle-tested prompting techniques for reliable AI features.
Practical patterns for building reliable AI agents beyond the demos.
Lessons learned from deploying dozens of Next.js apps to Vercel.
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