Agents are now working on piecing everything back together… crossing my fingers Protect your systems, people… freak accidents happen
AUTOMATION
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Viktor AI Operates Inside Slack Using Team Context
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Everyone insists your team needs AI, but that misses the real shift.
— Charly Wargnier ♨️ (@DataChaz) 10 juillet 2026
The gap in the numbers is between teams that ask for advice and teams that let an AI employee actually operate.
@viktor__com lives right inside your Slack, reads what the team reads, and owns the outcomes.… pic.twitter.com/Tt8MSoRV87Everyone insists your team needs AI, but that misses the real shift. The gap in the numbers is between teams that ask for advice and teams that let an AI employee actually operate. @viktor__com lives right inside your Slack, reads what the team reads, and owns the outcomes.
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ChatGPT Work Makes Agents Available Through Consumer Mobile Workflows
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ChatGPT Work brings agents to consumer scale. It’s both a step up in usability (you can just do things from your phone, no laptop required) and access, for both personal and professional life. Very excited to see how people put it to use and how it can empower them!
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AI Lets Customers Build Features Without Waiting for Software Vendors
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Software companies used to say "we don't have resources to prioritize that feature."
— Lucian Fogoros (@fogoros) 10 juillet 2026
Now customers don't ask twice. They build it themselves.
AI changed who controls the development timeline. Partner content with Cybus. #cybus_iiot pic.twitter.com/xLBkcB9KEeSoftware companies used to say "we don't have resources to prioritize that feature."
Now customers don't ask twice. They build it themselves.
AI changed who controls the development timeline. Partner content with Cybus. #cybus_iiot -
NoimosAI Agents Use Analytics and Search Data to Optimize Websites
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NoimosAI can also optimize and grow the audience by reading Google Search Console and Analytics data, incorporating recommendations from multiple AI models, and rewriting its own code and HTML to maintain performance, while its agents continue generating SEO, GEO, and social
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NoimosAI Highlights Self-Optimization as a Product Feature
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Self-optimization will be one of the core features in many future products Looks like Nomious is one of the first ones!
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Background Automations Can Consume a Significant Share of AI Usage
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I would also recommend taking a look at your automations. They feel 'free' as you are not actively triggering them, but I had a few that consumed probably 10-15% of my 5 hour limit for very little gain.
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HuggingNews Uses AI Curation and Plans Personalized News Feeds
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Keeping up with AI news is becoming a full-time job. So my friend @ivan_bezdomny built HuggingNews, an AI-curated feed that surfaces the news actually worth reading. Soon, it will even personalize the feed using your Hugging Face profile. Been using it for weeks! Bookmark it,
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Kulina Uses AI to Scale Advertising Campaigns on the Same Payroll
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The receipts are not mine. KULINA runs kitchen and dining e-commerce in 29 countries. 5 ad campaigns became 60 on the same payroll. Their CEO Antonin Stetina calls it "mindblowing all-in-one AI which does everything in a single solution."
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Viktor Agent Assembles an AI Briefing From News and Funding Data
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I tried it on my own work first.
I told Viktor to prep tomorrow's AI briefing: top stories, why they matter, one chart. Five stories came back ranked with why-it-matters lines, the chart built from the funding data, and two subject line variants ready. I checked everything. He