What the lab works on

Welcome. Digital Thought Labs is a working lab notebook: AI engineering, research and the occasional benchmark, written up as I go.

Here’s where to start.

Good first reads

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BuildBench: testing models on real software builds, not puzzles.

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Ship12: lessons from shipping 12 products in 12 months.

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GHL + n8n: a full integration series with working workflows.

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Case studies that keep the messy middle in.

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Research notes, data first.

From the lab

Everything is public on the site. Pick whatever matches what you’re building.

Want to go deeper? Research

Disagree with something here? Hit reply. Good arguments make the notebook better.

Talk soon,
Zac at Digital Thought Labs

Got a question? Just reply to this email.

Digital Thought Labs by Code Shock, LLC · 2105 Vista Oeste NW, Suite E #3309, Albuquerque, NM 87120

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