№ 05 — CASE STUDIES
The systems behind the research
Real builds, documented as engineering case studies — every number verified, every diagram drawn from the code itself.
№ 01 — FLAGSHIP
BTC 5-min Polymarket Bot
PROBLEM
Trading Bitcoin's 5-minute prediction markets means reacting in under a second across 11 live exchanges, normally a four-person team's job.
SOLUTION
One engineer built and runs it solo using AI agents: a production Rust system that reads 11 exchanges, scores an ML model, and prices each bet in microseconds.
OUTCOME
A live system on AWS (paper mode, no real money) that decides in 21 microseconds, locked behind 66 frozen design records, 13 unskippable quality gates, and 102 stress tests: the same discipline you get on simpler automation work.
№ 01 — FLAGSHIP
BTC 5-min Polymarket Bot
PROBLEM
Trading Bitcoin's 5-minute prediction markets means reacting in under a second across 11 live exchanges, normally a four-person team's job.
SOLUTION
One engineer built and runs it solo using AI agents: a production Rust system that reads 11 exchanges, scores an ML model, and prices each bet in microseconds.
OUTCOME
A live system on AWS (paper mode, no real money) that decides in 21 microseconds, locked behind 66 frozen design records, 13 unskippable quality gates, and 102 stress tests: the same discipline you get on simpler automation work.
№ 02 — SELECTED WORK