Why GNU Make beats a root-level package.json in a Python and TypeScript monorepo
GNU Make as a task runner for a polyglot repo: prerequisite composition npm scripts cannot express, CI calling the same targets, and GNU Make 3.81 on macOS.
Python
Deploying an MCP server on Bedrock AgentCore — Cognito OAuth, and a benchmark that lied
Deploying a Python MCP server on Bedrock AgentCore with Cognito OAuth: the IAM action that is not InvokeModel, and a 225x benchmark that was really 2.3x.
The HTTP QUERY method (RFC 10008) implemented in Python — how it differs from GET and POST
Implementing RFC 10008 HTTP QUERY in Python with Starlette: safe, idempotent, cacheable requests with a structured body, and how it complements GraphQL.
Deterministic AI agent tests with AIMock — mocking LLMs, vector DBs, MCP, and A2A on one port
AIMock mocks the whole AI stack on one port (LLM, vector DB, MCP, A2A), so an agent test suite runs in under three seconds with identical output every time.
Python's yield streams input into a running AI agent — the difference from return, in Node.js too
How Python's yield differs from return, and how an async generator passed as a prompt streams input into a long-running AI agent, with the Node.js equivalent.