Build logs, operating rules and lessons from running AI agents in production — every number from the ledger.
Every word means reading the whole model out of memory. Why a 16-core CPU is the wrong tool, why bandwidth beats raw compute, and where a gaming card runs out of room.
Read it → 6 Sep 2026
The same 8-billion-parameter model at 32 GB, 16 GB, 8 GB or about 5 GB. What the rounding throws away, where the loss shows first, and what GGUF, AWQ and GPTQ are.
A parameter is a number the model learned. What the count tells you, what it hides, and the memory arithmetic that decides what you can actually run.
GPT-5.6 Luna, Gemini 3.7 Flash and Claude Sonnet 5 compared on what a conversation costs, how fast they answer and what they do when they don't know. Verified prices, a real red-team, the test to run first.
A field guide from building our own inbox agent: five principles that keep DM automation safe, and the questions to ask any vendor — including us.
Describe the problem in plain words. A written reply tells you what we’d build, what it costs and when it lands — or that you don’t need it.