“support” just means “doesnt error”…
CODE
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Fine-tuning and On-Policy RL for Model Optimization
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We first fine-tune the model to follow instructions, stay within guardrails, and keep language consistent. Then we run on‑policy RL to improve search accuracy and tool efficiency while preserving those behaviors.
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Using LLMs to Generate Safe Runnable Code
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I want an LLM to generate code for me which I can then safely run somewhere without worrying about it breaking anything
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SF Meetup: Building Better AI Agents with Improvement Loops
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Join us in SF for a meetup on building better agents with the agent and code improvement loops. You'll hear talks by @samecrowder
, Head of Product at @LangChain
, and @nnennahacks
, AI Developer Relations Lead at @QodoAI
. Sam will walk through the agent improvement loop and how -

Search context injection bug resolved in prompt system
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Without a doubt, yesterday's results were due to a bug where possibly the search context wasn't being injected correctly. The same prompts work perfectly today
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Claude Code Wins Webby Award for AI Excellence
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Claude Code won a Webby! Thanks to all of our users and customers for the support and love, and for always giving us feedback so that we can continue making the product a little better every day.
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NVIDIA Asset Harvester Converts Autonomous Driving Video to 3D Assets
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NVIDIA researchers just released Asset Harvester — an end-to-end pipeline that turns autonomous driving video into manipulable 3D object assets.
— NVIDIA AI (@NVIDIAAI) 22 avril 2026
A key building block for dynamic scene simulation in AV development. Code is open. Check it out: https://t.co/mMgk65fNDJNVIDIA researchers just released Asset Harvester — an end-to-end pipeline that turns autonomous driving video into manipulable 3D object assets. A key building block for dynamic scene simulation in AV development. Code is open. Check it out:
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Cursor AI Agent Automates Development Tasks in Slack
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Mention @Cursor to kick off tasks in Slack and see updates of its work streaming in real time.
— Cursor (@cursor_ai) 22 avril 2026
Cursor uses context in the thread and broader channels to create a PR for you to review and ship. pic.twitter.com/p5ResrdpzVMention @Cursor to kick off tasks in Slack and see updates of its work streaming in real time. Cursor uses context in the thread and broader channels to create a PR for you to review and ship.
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Cursor AI Integration Now Available for Slack Workspace
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Add Cursor to Slack: http://
cursor.com/api/install-sl
ack-app
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Maintaining Data Consistency Across Device Lifecycles
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When the same function produces different data sets based on device age, how do you maintain consistency across decades?