Most cloud sustainability tools are built for sustainability officers. They pull three-month-old billing data, run it through a proprietary model, and produce a PDF that engineers never see. By the time you know your us-east-1 cluster emits twice as much as us-west-2 would have, it's been running for a quarter. The architecture is locked in. The carbon is already burnt. The only moment you can act
A week of intent-based trading for AI agents: five threads from the Hashlock Markets desk The Model Context Protocol surface for crypto trading filled out fast over the last few weeks. Bybit shipped MCP coverage. Gemini added an agentic platform. Alpaca, Kraken, Hummingbot, TraderEvolution, and a handful of community wrappers are all in the same SERP now. The category is real, and it is crowding
I've been spending too much time inside trading bot codebases lately. Most of them are one of two things: a 200-line Jupyter notebook that someone calls a "system," or a sprawling monorepo where the strategy logic and exchange integration are so tangled that you can't swap exchanges without rewriting half the code. A few weeks ago I went deep on AlphaStrike, a production-grade crypto perpetual fut