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Blog

Blog

Updates, thinking, and changelog from the team.

LLM demand forecast versus actual weekly retail sales data

Mar 2026Blog

Large Language Models Are Surprisingly Good Demand Forecasters

The same AI that predicts the next word in a sentence can predict next week's sales. Without ever seeing your data before.

Latest posts

Additive versus subtractive AI coding workflow visual

Mar 2026Blog

When AI Code Is Fast but Shipping Is Slow

AI made code generation cheap. It may have made comprehension expensive.

Attended versus unattended AI work trajectory visual

Mar 2026Blog

Who Has to Be Present for the Work to Move?

The core tradeoff in AI tools is not chat quality. It is how much of the run requires your constant presence.

Vendor lock-in and AI agent workflow portability visual

Mar 2026Blog

The Lock-In Nobody Plans For

Most teams think vendor lock-in is an API problem. In agentic systems, it is usually a workflow and behavior problem.