I learn by breaking things. Hand me a stack I've never touched and a deadline, and I'll ship something real with it by the weekend. This October that meant 14 projects in 12 days, from MCP servers to quantum error correction to zero-knowledge privacy. By day I build agents for real business systems, where the rule flips: nothing ships until it's measured.
01 Break itTake it apart until I know why it works. The docs are where I start, not where I stop. |
02 Build itShip something real on a deadline. A weekend is enough to learn most stacks. |
03 Prove itEvals, baselines, receipts. If I can't measure it, it doesn't ship. |
Counted from the stack of every public repo I create, and redrawn every day by a GitHub Action. It only goes up if I keep learning.
main is the day job. Every branch is a night or a weekend.
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countertop AGENTS · MCP Test any MCP server the way a smart display would: by voice, with its MCP App views on screen.
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exhibit AGENTS · GROUNDING Dispute desk for PayPal sellers. Every sentence of the response is pinned to the record that proves it.
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routed AGENTS · EVALS Routes indie tours to where fans over-index, then proves the lift against a no-tool baseline.
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dialed AGENTS · VISION Reads analog gauges from a photo. The agent logs the reading, asks for a retake, or waits for a human.
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below-threshold QUANTUM Reproduces the result behind Google's Willow chip, in the browser, on IonQ and IBM noise models.
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tell ONCHAIN · PRIVACY Privacy-leak scanner for Midnight. Shows, in bits, what each zero-knowledge circuit gives away.
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Stack Python · TypeScript · MCP · LangGraph · AWS · Google Cloud Certified Google Associate Cloud Engineer · AWS Cloud Practitioner Education MCA, VIT

