Writing
Notes on AI, developer tools, and things learned while building.
- Mop first, prompt laterA practical case for treating context as a budget, and keeping the useful signal close.
- Building your own MCP serverA sample read-only SQL Server tool, reusable authentication, and a focused set of database operations.
- AI models under the hoodParameters, quantization, and what it takes to run a language model on your own hardware.
- Giving Claude a teamSeparate context windows, focused specialists, and the trade-offs of delegating the work.
- Teaching Claude to use your toolsConnecting an assistant to personal files and small local tools, with a concrete configuration example.
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