build logs, tighter lessons

short notes from work on agentic analytics, compounding datasets, and signal extraction across live systems.

Agentic EDA Is Still Bottlenecked By Framing

Agents can compress a lot of exploratory work, but they still fail when the problem frame is vague, unstable, or loaded with hidden assumptions.

agentic ai eda workflows
analyse.cefr regulatedplants

Public Datasets Rarely Carry Product Weight

Public data is useful for prototypes, but repeated product use usually demands a private collection loop that compounds over time.

datasets data moat product
regulatedplants procureplus (menacon)

Case Studies Are Better Than Product Pitches

For technical work, concrete build notes and operating lessons create more signal than broad product positioning.

writing distribution positioning
procureplus (menacon) regulatedplants analyse.cefr