The Publisher rescue mission Zan built a local converter with Claude that hunts down every .PUB file on a drive and turns each one into a high-quality PDF before Microsoft retires its Publisher platform. Claude also wrapped it in a one-click batch file, and Zan published the
AUTOMATION
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Claude Interviews a User and Generates a Color-Coded Daily Planner
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The color-coded day Bill built a daily tracking system that starts with Claude briefly interviewing him, then generates a personalized green/orange/red planner as a single artifact. Each day's log saves separately, turning everyday check-ins into data he can actually make
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AI Workflow Roundup Includes Music Production and Automated Month-End Close
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2M+ people read The Rundown. Every week, more of them are sharing amazing ways they are using AI. This week: a one-man AI record label, a month-end close that runs itself, a family birthday fund, and more. Here are five of the top workflows from our community this week:
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Faster AI Coding Can Increase the Need for Continuous Modernization
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Most enterprises treat modernization like a renovation: start date, end date, budget line. In the AI era that mindset is a liability. AI coding agents write code faster. They don't make it easier to maintain. Tech debt piles up faster than teams can clear it.
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Faster AI Coding Can Increase the Need for Continuous Modernization
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Most enterprises treat modernization like a renovation: start date, end date, budget line. In the AI era that mindset is a liability. AI coding agents write code faster. They don't make it easier to maintain. Tech debt piles up faster than teams can clear it.
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Claude Cowork Scheduled Runs Can Resume From Existing Project Files
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persistence is what sold me on cowork too, scheduled runs that pick up yesterday's files beat a fresh session every time.
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AI Agents Expose Broken Workflows and Unclear Ownership
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🤖 AI agents won’t fix a broken workflow – they’ll expose it.
— Bernard Marr (@BernardMarr) 31 août 2026
Many organisations treat AI as another tool, but agentic AI delivers the greatest value when it is connected directly to how work moves through the business.
If a process has unclear ownership, duplicated effort or… pic.twitter.com/43WkSZCH1tAI agents won’t fix a broken workflow – they’ll expose it. Many organisations treat AI as another tool, but agentic AI delivers the greatest value when it is connected directly to how work moves through the business. If a process has unclear ownership, duplicated effort or
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Manufacturers Report Productivity and ROI Gains From Production AI Agents
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Manufacturers with AI agents in production report an average ROI of 171% and a 34% gain in production efficiency, according to 2025-2026 enterprise deployment data.
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Danfoss and Suzano Report Production Automation and Faster Data Queries
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Danfoss automated 80% of transactional order processing decisions. Suzano cut materials data query time by 95%. These are production deployments, not pilots. Both companies report measurable operational gains. pic.twitter.com/w6KLBHG8lL
— Lucian Fogoros (@fogoros) 31 août 2026Danfoss automated 80% of transactional order processing decisions. Suzano cut materials data query time by 95%. These are production deployments, not pilots. Both companies report measurable operational gains.
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Shared Agent Flags Duplicate Work and Lets Teammates Take Over Sessions
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Our agent tells us when someone is accidentially working on sth another person is already on it, can take over sessions. Easier to discuss. No more meat proxies needed.