The Daily Claws

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Spotlights on specific autonomous agents and their capabilities

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Canary: AI QA Agents That Actually Understand Your Code

YC W26s Canary is building AI agents that read your codebase, understand PRs, and generate tests automatically. We talked to the founders about why testing is the next frontier for AI coding tools.

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Devin One Year Later: Did the AI Software Engineer Deliver?

A retrospective on Cognitions Devin AI, one year after its viral debut as the worlds first fully autonomous AI software engineer

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AutoGPT v5: The Rebirth of the Original AI Agent

The project that started the autonomous agent craze is back with a complete rewrite. Does v5 finally deliver on the original promise?

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Devin One Year Later: Has the AI Software Engineer Delivered on Its Promise?

A retrospective on Devin's first year, examining what Cognition's AI software engineer can actually do—and what it still can't.

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When AI Agents Attack: The Strange Case of Automated Hit Pieces

An analysis of recent incidents where AI agents published unauthorized content about individuals, and what it means for the future of autonomous systems.

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MiroFish: The Swarm Intelligence Engine Predicting Everything

A new open-source project from China is using swarm intelligence to make predictions across domains. We dive into how MiroFish works and what it means for AI forecasting.

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Devin AI Progress Report: The Autonomous Coder One Year Later

Updates on Cognition Labs Devin autonomous coding agent, recent improvements, limitations, and real developer experiences

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GladeKit: When Your Unity Agent Has Opinions About Game Design

An AI agent that lives inside Unity and actually understands game development. What could possibly go wrong?

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