Keep the Why: Code Becomes Legacy When Nobody Remembers Why
I turned four months of working with AI coding agents into an open-source skill for preserving the reasoning behind a codebase.

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Articles tagged with #opensource
I turned four months of working with AI coding agents into an open-source skill for preserving the reasoning behind a codebase.

A step-by-step guide to running your own Binance order book service on Kubernetes — live, always-in-sync market data served to any app, in any programming language, over a simple REST API. Works on any Kubernetes provider, including Vultr, OVHcloud, Google Cloud and others.

I reported the listenKey issue in December 2024. Thirteen days of recent supply-chain findings pushed me to re-test it — and the vulnerability now appears closed after being rejected as “Social Engineering.”

A near-identical clone of my Binance WebSocket library had no payload — but it spoofed identity, shadowed the import path, linked to a 404 repo, and came from the same account as pybotnet.

How a stack of small Python pieces — UBWA, UBLDC, UBDCC, the Dashboard — turns a Binance order book from "I have data" into "I have a trusted data source", and where gRPC fits in next.

I maintain the UNICORN Binance Suite: 7 Python repositories, 2.8M+ PyPI downloads, 388+ dependent projects, and production usage in algorithmic trading systems running 24/7 against real money. WebSock
