The evaluation habit that changes how teams ship.
Why a small, steady set of examples often beats a giant benchmark.
Read the noteThe Auralis journal
Clear thinking for the messy middle of AI.
Field notes on product quality, model operations, and the work of making intelligent systems useful.
What a useful AI workspace needs to remember.
Context is more than a prompt window. It is the history around the decision.
Read the noteBuilding a company around better questions.
A short note on taste, restraint, and the teams we want to build with.
Read the noteTrust is a workflow property.
The design decisions that help people understand when to rely on an AI result.
Read the noteRetrieval is a product surface.
How source quality, freshness, and permission shape the experience people receive.
Read the noteA slower way to move faster.
Why we care about calm software, direct language, and work that can be revisited.
Read the noteA short letter, occasionally
Useful ideas, sent with care.
One thoughtful note about building AI in production, every few weeks. No noise, no growth hacks.
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