Finally have great solutions for PR/Issue management, remote test execution, massive CI infra for testing. Streamlines a lot of the work.
CODE
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Function Calls Driving Application State Changes Automatically
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The cursor was added by @jxnlco only to follow along, but it’s purely decorative for the demo! No computer use involved. It’s the function calls that are changing the state of the applications, like filling out the form in JavaScript.
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Google’s Agent Factory Podcast: Building AI Agents with CLI Tools
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Google's new Agent Factory Podcast is now live. Take a deeper look at Agents CLI and ADK for building AI Agents in minutes. Works with Claude Code, Codex, Gemini CLI and any other coding agents.
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OpenAI’s Realtime API Demonstrates Fast Speech Recognition and Function Calling
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The Realtime API is fast.
— Romain Huet (@romainhuet) 28 avril 2026
This demo by @jxnlco is running at real speed! No computer use, just realtime speech + function calling.
The model is listening, deciding when to call functions to update state, and yes, it doesn’t always have to talk back! https://t.co/2cK4jzI7rIThe Realtime API is fast. This demo by @jxnlco is running at real speed! No computer use, just realtime speech + function calling. The model is listening, deciding when to call functions to update state, and yes, it doesn’t always have to talk back!
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Moving Code to Extensions Slims Down Core Package
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We spent the last ~3 months moving lots into extension, core is getting wayyy smaller. We'll move these to ClawHub soon so the package itself also slims down.
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OpenAI Engineering Managers Discuss Productivity at Happy Hour
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productive happy hour with a number of openai engineering managers today
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Vintage LLM Runs on Device: Pre-1931 Siri Era
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The new LLM trained only on pre-1931 text is small enough that it can potentially run on device, so, with the right tools, you can get a fully vintage version of Siri, but from the era of Downton Abbey. Here, I asked for it to arrange for sushi delivery in Philadelphia. Hmmm…
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Fix critical CVE with uv dependency override for pydantic
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However, older versions have a critical CVE, so you do need to upgrade! If you use uv (thanks to @charliermarsh
) you can pop this in your pyproject to work around it:
“`
[tool.uv]
override-dependencies = [ "pydantic>=2.5,2", "openai>=2.8,<3", -
LiteLLM Critical Issue Forces Downgrade Other Packages
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I know the litellm team have a *lot* going on, & I have no desire to increase their workload even more… But if you're a litellm user, this is a critical issue to know about – it currently force downgrades your other packages if you use a recent version:
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Comparing Parakeet MacWhisper MLX Audio VibeVoice Tools
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I've been using Parakeet via MacWhisper, haven't run a direct comparison with MLX audio and VibeVoice