quick patch to `claude-channel-cli` in 0.3.0: you can now `rename` an instance to make it easier to target means you can have distinct roles (`project-reviewer`, `project-implementer`) and codex can route to the right ones. or they can even call each other with tasks
AUTOMATION
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Claude message replaces SQL for trivial text edits
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Probably even better now that trivial edits to it are a message to Claude away versus having to write a SQL query to do equivalent of a one character/line insert/edit.
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Convergence towards agentic AI and value of agent-usable products
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It's interesting to observe several companies converging towards integrating agentic AI features into their products, while I find that the most important value comes from companies that make their product usable by AI agents (MCP, CLI,
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AI missing critical details in complex manufacturing documents
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Have you experienced AI missing critical details in your complex manufacturing documents?
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Brain: Self-improving context graph for stateful Computer tasks
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We're rolling out Brain: a self-improving context-graph of all your sessions, connectors, and files. Brain updates itself overnight with fresh context proactively, and feeds itself to every task on Computer, allowing Computer to be stateful and self-improving. Available to all x.com/perplexity_ai/…
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Why spend a year when AI makes things in hours?
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I really don't get it What AI do you use? Everything is literally easy now? Why are you spending a year on stuff? I make stuff in an hour or day now
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CHRO uses AI ‘Claudia’ to boost productivity 73% in 8 weeks
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Talked to a non-technical CHRO who’s seen 73% productivity gains with AI. She built a time invoicing system with “Claudia” to audit her own output and impact. In 8 weeks, she ran 310 Cowork sessions, built 17 skills, set up 5 recurring scheduled workflows, and created 1 chief
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20 Must-Try AI Tools for 2025: Covering All Categories
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20 must-try AI tools for 2025. This stack covers everything: chat & reasoning image gen video gen voice/music AI search automation AI agents My top 3 right now: ChatGPT, Perplexity, Midjourney. What are yours? #AI #AITools #GenerativeAI #Automation
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Jensen Huang compares an AI agent to a worker in a workshop
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Jensen Huang’s simplest explanation of an AI agent: a worker in a workshop.
— NVIDIA (@nvidia) 19 juin 2026
The model thinks. The harness gives it form. Tools and skills let it act. And the runtime gives the agent a place to get work done. pic.twitter.com/mrahjDICRQJensen Huang's simplest explanation of an AI agent: a worker in a workshop. The model thinks. The harness gives it shape. Tools and skills allow it to act. And the execution environment gives the agent a place to perform its work.
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AI cascade detects fruit mislabeling at self-checkout counters
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The "banana trick" at self-checkout works by ringing up a £4 avocado as a 40p onion The fix is a simple AI cascade. @Ultralytics YOLO detects each item, a classifier (EfficientNet, MobileNetV4, etc) tells you what it actually is, and then cross-checks against the POS scan