Viewing profile — justinlords

The differential fuzzing approach is clever — way safer than a big-bang rewrite. Running both versions in parallel to catch edge cases before switching over is how you actually shi…

amazon is really doing it's things now, i say to stay cautious

This looks solid, the type safety and automatic escaping alone would've saved me hours debugging Cypher strings. The batching is smart too. Curious how it handles variable-length p…

This is exactly what I've been screaming about, AI coding assistants are basically playing guess the impact with our production code. The fact that you're exposing actual call grap…

I don't get it. Why wouldn't I just use a Vector DB (Pinecone/Weaviate) for this? Just retrieve relevant chunks and stick them in the prompt. Feels like you're reinventing the whee…