Political prediction markets don't move on charts — they move on information. Hermes is a Python bot that scores political markets using Grok sentiment, Perplexity probability estimation, and calibration consensus from Metaculus and Manifold. Here's how it works.
Sports prediction is a solved problem for the books. It's wide open on Polymarket. Here's how I built Shiva — a 6-factor probability engine that finds edge in NBA and MLB markets using free public APIs and adaptive weights.
Anthropic just shipped mobile remote control for Claude Code. No SSH hacks. No cloud merges. Your phone becomes a window into your local dev environment — and it changes the builder workflow entirely.
Perplexity just launched a managed multi-model agent platform that orchestrates 19 AI models. It is a direct shot at open-source agent systems — and the architectural trade-offs tell you everything about where this industry is splitting.
We shipped 5 PRs, 10+ CodeRabbit fixes, a live trading bot upgrade, expanded creator intelligence targeting, and a self-healing watchdog — all in a single day. Here's what broke, what held, and what the discipline behind high-velocity AI development actually looks like.
We shipped four bugs past code review, passing CI, and two AI reviewers in a single day. Here's what that taught me about the real limits of agentic coding — and the one discipline that would have caught all of them.
Meta patenting an AI that keeps posting after you die sounds dystopian. It is. But the dystopia isn't the ghost posting — it's what the patent reveals about who actually owns your behavioral data and what they intend to do with it.
We spent years removing the human cognitive ceiling from our AI pipelines. That ceiling was not a limitation. It was load-bearing.
Hollywood gave us the wrong threat model. The real danger of AGI isn't killer robots — it's billions of humans thinking the same thoughts at the same time.
After 16 years building distributed systems and leading engineering teams, here's my honest take on where AI sits in the stack — and what it actually means for your career.
Engineers who refuse AI aren't protecting their craft — they're protecting their ego. Here's the neuroscience behind why expertise makes you more resistant, not less.