Prompt World Cup 2026: Let Your AI Predict the Tournament
An open, just-for-fun prediction challenge for everyone using ChatGPT, Claude, Gemini, Grok, local models, or any other AI.
Jun 10, 202612 min read89
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I Created 2013 Binance Order Books on Kubernetes with 2 Replicas in 25 Minutes — Then Stress-Tested the REST API
Using UBDCC on six low-cost Vultr nodes to synchronize 4026 replicated Binance Spot and Futures DepthCaches, monitor the cluster, and push the REST API with Grafana Cloud k6.
Jun 2, 202623 min read92
Install UBDCC on Kubernetes with Helm: A Redundant Binance Order Book Cluster in 20 Minutes
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.
May 28, 202623 min read151
The Complete Binance Python API Guide (2026)
REST, WebSocket, order books, trailing stops, and cluster-scale infrastructure — the production-grade Python stack for Binance.
May 12, 202628 min read202
Binance Fixed the IP Whitelist Gap. The Disclosure Process Is Still Broken.
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.”
May 5, 202611 min read254
The PyPI Package Was Clean. That Was the Problem.
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.
May 5, 202613 min read32
Your Binance DepthCache is rotting — here's the proof in 25 hours
A 25-hour forensic benchmark showing why Binance Spot DepthCaches need an explicit retention policy — not just correct synchronization.
Apr 29, 202614 min read72
I had a fake job interview. It was a malware delivery chain.
A fake recruiter tried to turn VSCode workspace trust into silent code execution. Here is the attack chain, the infrastructure, and the IOCs.
Apr 29, 202617 min read125
UBDCC Deep-Dive: Building a Trust Layer for Binance Order Books
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.
Apr 28, 202618 min read62