Open Source
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Why I’m Betting on a Minimal Agent Harness
Pi 1.0's own release notes claim a 40% prompt-token cut from Codemode. Here's the arithmetic I'd run before trusting a minimal agent harness.
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Open-weight decision models: Clef vs Strands Decider
Clef and Strands Decider 2B are open-weight decision models that return a calibrated score, not text. Here's what shipped and why it matters.
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Does OpenClaw Really Work for Non-Programmers? The Truth Hurts
For most non-programmers, OpenClaw does not really work. Not in the way people mean when they ask the question. Yes, you can watch a slick demo. Yes, you…