Alpha: eight live demos

Answers ready before you ask

One small language keeps counts, percentiles, candles, invoices, log dashboards and AI agent costs current in a SQLite file as the data arrives. A question becomes a lookup, and old detail fades on a schedule you set.

Try the live demos Explore the platform
The Logs live demo: a web shop's log lines, the templates learned from them and a dashboard drawn from what was sent upstream

7.9 times

Smaller file for three hours of API traffic kept as ready answers, every p99 within 0.65%

100 kills

The Engine stopped without warning while it takes in a trading day, with no acknowledged trade lost

$5,804.56

A month of AI usage invoiced, equal to a separate recount to the billionth of a dollar

120 times

Fewer bytes sent upstream for a log dashboard, every point checked against the raw lines

Measured on the 0.1 code and its 0.1.1 update with simulated data, in September 2026. Each demo repeats its checks in your browser.

Articles and case studies

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Introduction

Answers ready before you ask: one small language keeps counts, percentiles, candles, invoices and log dashboards current in a SQLite file as the data arrives. …

technology

How It Works

The idea. Decide the questions first. Keep their answers current as each event arrives, in one SQLite file, and let raw detail fade on a schedule while unusual events …

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The Policy Language

A policy is a short text file. It names the streams of events you have and the answers to keep ready, and says how long each level of detail survives. The compiler turns …

Get in touch

Teams who would like to try Precomputing on their own data, and anyone with a question or a use the project should look at, are welcome to write.

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