“AI needs more than chat” is probably the most important line here. Chat interfaces were never the end product. They were just the temporary UI until agents got real context.
TOOLS
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Launch of holaOS: An AI-Driven Operating System for Agentic Workflows
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holaOS Beta 0.1 got launched, bringing a new AI Workstream Management Layer on top of its Agent Computer foundation.
— 🚨 AI News | TestingCatalog (@testingcatalog) 12 mai 2026
holaOS Beta 0.1 is an operating system for long-running work and comes with:
– Workspaces with memory.
– Sub-agents running in parallel.
– A dashboard for… https://t.co/hbEVvv9zuA pic.twitter.com/xbr47hWISqholaOS Beta 0.1 got launched, bringing a new AI Workstream Management Layer on top of its Agent Computer foundation. holaOS Beta 0.1 is an operating system for long-running work and comes with:
– Workspaces with memory.
– Sub-agents running in parallel.
– A dashboard for -
Detailed Example of a Functional AI Workflow in Action
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Here is what a broken AI workflow actually looks like:
— Nico (@nicos_ai) 12 mai 2026
You wake up. OpenClaw has been running since 5am.
It read your emails, sorted your tasks, caught the production alert, drafted three replies, reordered your Linear board by what is actually blocking what.
Three hours of… https://t.co/wiVsA0ryac pic.twitter.com/MSgE7QY9NdHere is what a broken AI workflow actually looks like: You wake up. OpenClaw has been running since 5am. It read your emails, sorted your tasks, caught the production alert, drafted three replies, reordered your Linear board by what is actually blocking what. Three hours of
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Using ChatGPT and Suno to Create a Song from Legal Evidence
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A new text thread calls for a new song! I took this group chat from evidence in Musk v. Altman and turned it into a Modest Mouse-style song with Suno, using ChatGPT to structure lyrics. Title comes from Sam Altman’s text: “It’s bullshit but I want to save this.”
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AI Coder Builds OS with Claude Code: Masterclass, Guide, and Free Repo
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This guy literally built an ENTIRE operating system with Claude Code 🤯
— Charly Wargnier (@DataChaz) 12 mai 2026
now he is showing you exactly how.
Nate just dropped the ultimate AI coding starter pack:
→ 2+ hour masterclass
→ Complete framework guide
→ Free GitHub repo to start building
bookmark this 👇 https://t.co/DwToTNzjwH pic.twitter.com/Atk3Nd4croThis guy literally built an ENTIRE operating system with Claude Code now he is showing you exactly how. Nate just dropped the ultimate AI coding starter pack: → 2+ hour masterclass
→ Complete framework guide
→ Free GitHub repo to start building bookmark this -
Claude Code and the Neurosymbolic Approach to LLM Limitations
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claude code is an immense neurosymbolic effort to ward off the failure of pure LLMs. you sir are lost.
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Multi-Agent Synergy for Scaling Test-Time Compute
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TMAS Scaling Test-Time Compute via Multi-Agent Synergy
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Claude Code introduces Agent View for managing parallel AI sessions
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🆕 Claude Code just dropped Agent View — and it's a big deal for devs running parallel AI sessions 👇
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 12 mai 2026
Instead of managing 10 terminal tabs, you now get ONE dashboard to:
▪️Launch & background agents
▪️See what's working, waiting, or done
▪️Reply inline or jump into full sessions… pic.twitter.com/40WD7u84oYClaude Code just dropped Agent View — and it's a big deal for devs running parallel AI sessions Instead of managing 10 terminal tabs, you now get ONE dashboard to:
Launch & background agents
See what's working, waiting, or done
Reply inline or jump into full sessions -
Impact of AI tools on business profitability
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It's not for AI products, it's impossible I'm 99.99% profit without Photo AI and Interior AI With them, more like 85-90%
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AI-Integrated Technical Stack Overview
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Wavespeed for GPU (Photo AI + Interior AI)
Cloudflare for R2 storage and domain renewal
xAI for LLM AI API for all my sites
Backblaze for backups
Hetzner for VPS
Scrapingbee for scraping (mostly for Hotelist)
Google Cloud (also for Hotelist)
NameCheap (for like 4 domains left