Blog
Tutorials, case studies, and things we're learning along the way.
Mar 1, 2026
Clone Yourself First
Before you build AI for customers, before you build a product, before you pitch your manager on an AI strategy: build an AI version of you. It's the highest-return investment you will make in AI, and it's not close.
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Feb 25, 2026
AI Already Does the Data Work. Here's What You Do Now.
The 'augment, not replace' line is over. AI crossed the line where it does the whole data job. Here's what that means and five paths forward for data professionals.
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Feb 21, 2026
The Correction System: What Happens When You Validate Every Number Your AI Analyst Produces
I manually validated every number my AI analyst produced against my own SQL. Found out I was the one who had it wrong. Then I started noticing what the correction log was turning into.
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Feb 19, 2026
The AI Analyst Genome: Designing a Multi-Agent System That Rebuilds Itself From a Single File
How we designed a single markdown file that regrows an entire multi-agent AI data analyst from scratch. Architect debates, builder agents, and the blurry line between prompts and specifications.
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Feb 15, 2026
Will Claude Code + Opus 4.6 Replace Your Data Team?
No code. I built an agentic data team that delivers full analyses in minutes instead of weeks.
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