Topic
Python
3 posts on this topic. All of them come out of work I have actually shipped.
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Writing MCP tools an agent picks correctly
The tool name, description and schema are the interface. What the protocol guarantees, what it only hints at, and why the server still has to check everything.
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The PyTest fixtures worth writing on day one
Four fixtures that make an API test suite fast, isolated, and pleasant to add to, with the database rollback pattern in full.
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Validate API input before it reaches your database
A practical pattern for Pydantic models at the API boundary, and why coercing bad data is worse than rejecting it.
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Next step
Looking for someone to own this end to end?
I am open to full-stack engineering roles and to contract builds. Tell me what you are trying to solve and I will tell you honestly whether I am the right person for it.
- Replies: Within two working days
- Based in: the United States
- Open to: full time, contract, remote or hybrid