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Posts by Justyna Wojtczak

Had the same problem so many times it drove me crazy. Finally sat down and wrote a hook that fixes it — intercepts image reads before they break the session.

bsky.app/profile/justi.blue/post/3mi4m67gbty2l

1 week ago 1 0 0 0

Claude Code + images is still broken — crashes on transparency, large PNGs, and kills the whole session.

Last night I shipped a hook that proxies image reads through a Haiku subprocess. Zero image data touches your main context.

gist.github.com/justi/8265b84e70e8204a8e01dc9f99b8f1d0

1 week ago 1 0 0 0
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Ruby Is the Best Language for Building AI Apps A pragmatic, code-first argument for Ruby as the best language to ship AI products in 2026.

Ruby est le meilleur langage pour construire des apps IA en 2026. L'argument : on ne fait que des appels HTTP aux LLM, le reste c'est du développement web classique. Et Rails excelle là-dessus !
paolino.me/ruby-is-the-best-languag...

1 month ago 4 3 0 0
Text on a dark background discusses improvements to Ruby commit messages for better understanding and debugging by junior developers.

Text on a dark background discusses improvements to Ruby commit messages for better understanding and debugging by junior developers.

Added a new skill, "ruby-commit-message," to help create better commit messages.

It focuses on writing commit bodies that help junior Ruby developers understand changes during debugging.

This helps LLM explain the change better without fluff words.

2 weeks ago 5 1 1 0

Shipped ruby_llm-contract v0.5 — contracts for LLM quality in Ruby.

Which model? How much? Did that prompt tweak break accuracy?

Schema + validations, eval against test cases, compare models by score & cost. Start cheap, auto-escalate when quality drops.

github.com/justi/ruby_llm-contract

1 week ago 8 2 0 0