Software, APIs, and things you can use
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Cloudflare has spent about two years getting Python onto its edge network. As of Monday it is telling developers to build on it for real. Cloudflare has moved Python Workers to general availability, making Python a first-class language on its developer platform — and, for anyone building AI, giving Python
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The plumbing of AI got two small releases today — one that stops GPUs from idling on CPU work, one that puts image generation on a laptop-grade footprint. Hugging Face shipped the first major version of its tokenizers library, and the headline number is real: 3 to 30 times faster
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Apple's local-AI pitch finally met a measurement harness this weekend. The verdict is not about how fast the GPU draws tokens — it is about how fast the machine can read, and how much it can hold while it reads. Federico Viticci spent four days running the top
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Your token spend keeps climbing, and the obvious fix — swap in a cheaper model — is the one you should try last. In a live AI feature, most of the waste isn't the price per token. It's paying full price for tokens the provider has already seen,
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Today's board is the Jev ecosystem branching out. TypeSafe's decision model — typed yes/no, choice and score answers with probabilities instead of generated prose — now has a fast browser agent, a context compactor, and a trainable family anyone can run at home. Plus two harnesses worth
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Agent infrastructure got the money this week: a reliability layer for agents that fail silently, an accounting agent aimed at construction, and an industrial model in Hefei that now schedules power instead of just answering questions. Raindrop raised a $35 million Series A led by CRV to catch AI agents
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The decision model everyone has been arguing about is suddenly free to try, and the biopharma world-model crowd just got another $20 million. Also today: the case for paying for calibrated confidence. TypeSafe AI opened Jev to everyone on Sunday, scrapping the waitlist and giving every new account $5
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Google's open-source agent runtime just traded its Kubernetes plumbing for Redis — and the reasoning in the design doc is the most interesting part of the release. Google restructured AX, its open-source runtime for AI agents, into a general-purpose orchestration layer for agentic tasks, and moved
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GitHub rewrote the engine behind Copilot from TypeScript to Rust, with AI agents doing most of the typing — and put a receipt on the whole project. GitHub says it ported the entire Copilot agent runtime to Rust, with agents writing the bulk of the code, for roughly $120,000 in
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Today's board is unusually infrastructural. The fresh momentum is not another coding assistant but the layer underneath it: a model small enough to sit on the device, sandboxes that hand an agent a whole computer, a self-hosted control plane for the agents a company runs, and the
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Today's daily trending board is three-quarters skills and plugins, and the three things that actually broke through are all fixes for the same complaint: the agent does the work, but nothing holds the plan, the context, or the tooling in place. One project makes specs the unit
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Anthropic conceded the file-format fight this week, then quietly shipped something larger underneath it: a plugin layer that lets anyone — an organization, a vendor, a person — rewrite how Claude Code behaves at the hook level. Version 2.1.277 of Claude Code now loads AGENTS.md as project instructions