Open Source · Kardashev Type I
Open-source software for real-time grid demand, interconnection queues, wholesale electricity prices, and renewable curtailment — built for the humans working on the energy transition.
Live tools
Open source on GitHub
Source code, data pipelines, and infrastructure — all public under kardashev-lab.
Vision
Evidence replaces guesswork. Efficiency becomes the default interface to power. We build the tools that help teams make data-driven decisions that scale — toward a civilization that uses every joule and every FLOP with intention.
“If we can't explain it, we don't deploy it.”
How we build
01
Concrete schedules and policies. Evidence first, assumptions labeled, advisory before automation.
02
Baselines, assumptions, and measured deltas. If we can't explain it, we don't deploy it.
03
Automation only where data supports it. Systems that compound without compounding risk.
Lab Notes
Occasional notes on what we're building, what the data shows, and where we're going. No spam. Unsubscribe anytime.
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