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Five keys to controlling AI token costs

LLMs will write your code and break your budget. Take advantage of model routing, semantic caching, prompt caching, reranking ...

Is it okay to finish with 'PASS' from an AI agent? An introduction to Python OSS evidence-gap-router

The LLM generated an answer, and the verifying AI agent returned 'PASS'. However, the necessary documents have not been read yet. Even after adding the documents, the initial PASS remains as is. It is ...

"It works on my machine"—9 places where the same code and commands silently take on different meanings depending on where they run

"It works on my machine." I'm sure you've said it or heard it at least once—in code reviews, in chat, or during incident post ...