Top stories in AI today: -Nvidia unloads at GTC with NemoClaw, and more
-Exposed AI band becomes real in Japan
-How to use Grok for free automated research
-Manus brings its AI agent to the desktop
-4 new AI tools, community workflows, and more
AUTOMATION
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Nvidia NemoClaw, AI agents, and new tools shape AI landscape
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OpenAI Introduces Subagents in Codex for Parallel Codebase Management
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🚨 @OpenAI just launched Subagents in Codex, and it changes how we handle massive codebases.
— Charly Wargnier (@DataChaz) 17 mars 2026
You no longer have to rely on a single agent.
You can now split complex features across multiple specialized workers running in parallel 🔥
By spinning up Codex’s new custom subagents,… pic.twitter.com/4JXFeavgXA@OpenAI just launched Subagents in Codex, and it changes how we handle massive codebases. You no longer have to rely on a single agent. You can now split complex features across multiple specialized workers running in parallel By spinning up Codex’s new custom subagents,
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ChatGPT vs Codex: Understanding Local vs Remote AI Workflows
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yeah i think theres a natural leaping point e.g. get chatgpt to fill in a bunch of pdfs for you → have to click to download the files have codex do it, files are on your machine then explain the separation, the jump and why (e.g. local/remote) happy to chat more if you want
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Watch Kane AI automate full checkout workflows
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Checkout flows are the most expensive tests to maintain in any product suite.
— God of Prompt (@godofprompt) 17 mars 2026
Not because they're complex. Because they change constantly.
Watch Kane AI by TestMu AI (formerly LambdaTest) run a full checkout workflow, product selection, cart, verification and handle conditional… pic.twitter.com/aLdKhu1riFCheckout flows are the most expensive tests to maintain in any product suite. Not because they're complex. Because they change constantly. Watch Kane AI by TestMu AI (formerly LambdaTest) run a full checkout workflow, product selection, cart, verification and handle conditional
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Industrial AI Shifts from Experimentation to Operational Deployment
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Industrial AI is entering a new phase where experimentation gives space to real operational deployment. What I find particularly interesting is how ecosystems and skills are converging to turn AI capabilities into practical solutions for industry.
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AI App Reads Doctor Handwriting for Pharmacists
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Je crois que je vais faire une appli de lecture d'écriture de médecin pour les pharmaciens https://t.co/sExJZneEGK
— ⚡Jessy SEO formation #IA générative #chatGPT 🦊 (@jessyseonoob) 17 mars 2026Je crois que je vais faire une appli de lecture d'écriture de médecin pour les pharmaciens
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Anthropic Launches Claude Certified Architect Certification for AI Agents
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There’s a new gold standard if you want to build multi-agent systems and enterprise tools. @AnthropicAI just dropped the `Claude Certified Architect` certification. It’s a rigorous 60-question, 120-minute exam that proves you can build production-grade applications. To
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Subagents Chapter Draft: Planning and Architecture
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Here's the current draft of the Subagents chapter, planning is high on my list
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AI Acceleration Enables New X News Site
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AI is speeding up. 7x up in just this instance. Today's lesson from NVIDIA's GTC? AI factories are generating tokens faster and cheaper than last year and that's making new things possible. I'm feeling it, as I use AI to make a new X news site that we'll turn on this weekend.
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Subagents Now Supported in Codex for Faster Work
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Subagents are now supported in Codex. They're very fun and make it possible to get large amounts of work done *quickly*: https://t.co/Fn2A1TV8UP
— Greg Brockman (@gdb) 17 mars 2026Subagents are now supported in Codex. They're very fun and make it possible to get large amounts of work done *quickly*: