Autonomous workflows
Autonomous AI agents, workflow automation platforms and the guardrails that make hands-off task execution trustworthy.
Cloudflare just gave AI agents a programmable wallet and a stable identity. Here's why that matters, how the x402 protocol works, and how to pilot agent payments without creating a budget disaster.
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Cogent Security released VR-1, the first frontier reasoning model post-trained specifically for cyber work, alongside a new benchmark and an agent runtime. It reportedly proves twice as many real enterprise attack chains as the best generalist models at roughly a quarter of the inference cost. Here is what the numbers mean, what is still unverified, and what defenders should do now.
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Google DeepMind's Gemini Robotics 2 controls humanoids from feet to fingertips, adapts to new robot bodies in hours and lets multiple robots delegate tasks to each other. Its embodied reasoning model, ER 2, is in public preview on the Gemini API — here is what the three models actually do, what the benchmarks mean, and what still is not proven.
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Block's Buzz is a free, open-source, self-hostable workspace built on Nostr where AI agents hold their own cryptographic identities and act as full members alongside humans. Here is what it does, what is genuinely new, and how to pilot it in two weeks.
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Agents stopped being demos. Here is where autonomous AI actually ships today, the five guardrails that keep it safe, and how to stop a runaway loop from burning your budget.
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