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From the desk.
News, builds, and breakdowns. New post most weeks — when we've shipped something worth telling you about.
SUTutorial
Stop Using Claude Like a Chatbot. Start Running Your Business On It.
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 →PA
Private AI Infrastructure Deployment
When cloud-based LLMs aren’t acceptable — a practical look at deploying private AI infrastructure for regulated and data-sensitive teams.
BO
Best Options for AI Agent Workflow Input/Output
A pragmatic guide to the I/O layer for AI workflows — webhooks, queues, event buses, and when each pattern is the right tool.
PE
Prompt Engineering for Production Apps
Battle-tested prompting techniques for reliable AI features.
HT
How to Build AI Agents That Actually Work
Practical patterns for building reliable AI agents beyond the demos.
DT
Deploying to Vercel: Tips and Gotchas
Lessons learned from deploying dozens of Next.js apps to Vercel.