15 min read
LLM-driven code reviews in CI/CD have become common SASS offerings, but where does that leave open source software projects? Here's an approach to regain complete control of the harness, models, and cost.
Posts
All posts written without LLM assistance unless otherwise noted.
JP Hutchins
2 min read
Today I learned how to have a post on Mastodon "echo" on Bluesky via Bridgy
2 min read
Today I learned how to setup fediverse webmentions + giscus comments
34 min read
An adventure in Python struct benchmarking: slotted class, NamedTuple, dataclass, attrs, msgspec, record-type, and a new C extension based on record-type and msgspec. Focus is on import-time, type-construction, memory, and instantiation cost, NOT DE/SERIALIZATION, including impact of mypyc
1 min read
This guide provides instructions for setting up an environment for developing, debugging, and programming embedded systems firmware in the Windows Subsystem for Linux (WSL2).
12 min read
C enums can guarantee exhaustive pattern matching at compile time.
5 min read
Python can provide 100% static type coverage for a transport by inferring the Type of Response based on the Type of Request.
1 min read
A comparison of developer experience and toolchain performance in Window 11, WSL2, Ubuntu 24.04, and VMWare Workstation 17.
20 min read
A tutorial on mitigating security threats when distributing Python packages.
6 min read
The introductory post of a series about designing, building, and sharing universally compatible software written in Python.
5 min read
Demoing some of the Astro features like asides, semantic quotes/cites, math, inline code, code blocks, etc.
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