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
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Open-Source Agent Runs Need Stronger Evaluation

Open agent stacks are improving fast, but most failures still come from weak evaluation and orchestration rather than raw model quality.

agents evaluation orchestration
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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
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