Your system prompt isn't instructions. It's data.

Something interesting is happening in AI-assisted software development. We are getting very good at...

kms remembers why you decided something. virage finds anything, decided or not. Two different vivantel tools, two different jobs — when to reach for which, and what neither one does.

A job posting gets 200+ applicants in 48 hours. By the time LinkedIn's daily digest hits your inbox,...

I build text-to-SQL agents on Oracle and Postgres for a living. Every one of them had the same bug,...

AI discovery is growing, but it is neither evenly distributed nor reliably predictable. Previsible’s...

A machine learning model can achieve 95% accuracy during development and still perform terribly after...

A pull request changes three lines in a prompt. The source diff is tiny. The resulting agent run adds...

In Part 1, we gave our coding agent infinite memory. Here is how we used that retrieval...

Temperature 0 isn't deterministic. Here's why the same prompt returns different text, and how to stop your LLM tests from flaking.

I'm a software engineer based in Japan. The progress of LLMs and tools like Codex and Claude has been...