prompt get many PRs to prod autonomously using codex subagents: Run a continuous prod-to-green swarm loop. Keep the immediate blocking task local. Use a small stable set of persistent subagent lanes:
1. prod monitor
2. staging shepherd
3. current/newest pathology investigator
AI
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Autonomous PR Deployment Using Codex Subagents in Production
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Grok 4.2 Multi-Agent Token Efficiency Benchmark Update
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That reasoning basically doesn't help at all, the only benchmark I can think of that shows this. Maybe I need to update this chart as Grok 4.2 multi agent ate up way too many tokens
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Google Antigravity Tutorial: Create Apps, Websites, and Automations
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It's one of the best #OutilsIA of 2026 Google Antigravity lets you create apps, websites, and even automations! Here's how to make the most of it in this complete tutorial https://
youtu.be/yUaIYBlIFdw -
The Sycophancy Problem in AI Models: Why Flattery Signals Useless Answers
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The sycophancy problem is so real haha. Every time a model starts with "What a great question!" I already know the answer is going to be useless.
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H2O.ai Recognized as AI-Native Company at NVIDIA GTC
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Big momentum at #NVIDIAGTC During his keynote, @nvidia CEO Jensen Huang highlighted the rise of AI-native companies — and http://
H2O.ai was featured on the slide. Proud moment to be recognized alongside leading innovators in the ecosystem #AINative -
Distinguishing Open-Weight from Open-Source: License and Code Availability
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It'd be hard to tell whether it's open-weight or open-source because they may both use the same license like MIT, Apache V2 etc. (But the definition of open-source is tricky, some only call it open source if training code is available under open source licenses as well)
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Allonic Raises €6 Million for Robotic Body Manufacturing Platform
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I break down stories like every day this in my free newsletter. Keep up with the latest in AI/Robotics in 5 min a day: therundown.ai/subscribe Source: eu-startups.com/2026/02/with…
→ View original post on X — @rowancheung, 2026-03-17 16:13 UTC
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Allonic’s Braiding Tech Revolutionizes Affordable Robotic Hand Manufacturing
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This robotic hand can weave itself together in minutes.
— Rowan Cheung (@rowancheung) 17 mars 2026
Allonic developed a process that "braids" robot bodies around a 3D-printed skeleton in a single automated step.
The tech draws from the textile industry, using braided fibers instead of traditional mechanical joints and… pic.twitter.com/VRh0AUQ2YEThis robotic hand can weave itself together in minutes. Allonic developed a process that "braids" robot bodies around a 3D-printed skeleton in a single automated step. The tech draws from the textile industry, using braided fibers instead of traditional mechanical joints and bearings. Their braiding system grows tendon-driven structures directly onto skeletal cores, creating flexible yet durable parts without screws or assembly. One finger only needs 4 skeletal elements. Then thousands of braided fibers wrap around them to handle force and articulation. The software converts designs directly into machine code that runs the braiding process. But what matters is that robotic hands like this can cost up to $30,000, ~20-30% of a humanoid robot's total price. Allonic's braiding process could crush those costs while enabling custom designs at scale.
→ View original post on X — @rowancheung, 2026-03-17 16:13 UTC
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Comparing AI Model Performance: Sonnet vs Opus Benchmarks
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The label didn't fit in, it is slightly below Sonnet and Opus 4.5 – but I wouldn't read it too precisely, they are all about same ballpark, see here: https://
petergpt.github.io/bullshit-bench
mark/viewer/index.v2.html
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Tech Giant Donates to Linux Foundation for AI Security
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The open source ecosystem underpins nearly every software system in the world. As AI grows more capable, open source security becomes increasingly important. We're donating to the Linux Foundation to continue to help secure the foundations AI runs on.