Capolla
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Long-form thinking on workflow discovery, enterprise AI adoption, and how to turn observed work patterns into better systems.
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AI Adoption Is a Workflow Problem, Not a Model Problem
Many enterprise AI rollouts stall because the workflow was never mapped. Here is how to find the invisible process work that blocks AI adoption.
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The Claude Code Leak: What Actually Happened, What's Inside, and What It Means
Anthropic accidentally exposed 512,000 lines of Claude Code's source code through a packaging error. Here's a clear breakdown of what was leaked, what wasn't, and why most of what you've read online is wrong.
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A Grandmother Spent 5 Months in Jail Because Two Police Departments Didn't Govern Their AI
The Angela Lipps case is a masterclass in what happens when AI outputs move between teams without governance. The same failure pattern is playing out inside companies every day.
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A $500 GPU Just Outscored Claude on a Coding Benchmark. Here's Why That Matters for Your AI Strategy.
ATLAS proves that a frozen 14B parameter model, wrapped in smart orchestration, can compete with frontier API models on coding benchmarks. The implications for enterprise AI strategy go far beyond the headline.
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Claude Just Learned to Use a Computer: What Computer Use, Dispatch, and Channels Mean for the Future of AI Agents
Anthropic shipped three features in one week that turn Claude from a chatbot into a desktop coworker. Computer Use, Dispatch, and Claude Code Channels represent the clearest signal yet that AI is moving from answering questions to completing tasks.
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Spam Got a Design Upgrade: How to Protect Yourself When Scam Emails Look Professional
Vibe coding isn't just democratising software development. It's also giving scammers polished, professional-looking email templates. Here's how to spot AI-generated spam and protect your inbox using techniques most people have never heard of.
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Markdown Is the New Coding Language: What Non-Developers Need to Know
Y Combinator's CEO used plain text files to ship 600,000 lines of code in 60 days. Here's what Markdown is, why it suddenly matters in the AI era, and how you can start using it in 10 minutes.
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GTC 2026: The Data Center is Dead, the AI Factory Has Arrived
Jensen Huang's GTC 2026 keynote redefined enterprise computing. Here are the five announcements that matter most, from tokens as commodities to the robotaxi tipping point, and what they mean for your AI strategy.
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Nano Banana 2 Business Workflow: 4 Ways AI Image Generation Is Production-Ready
Google's Nano Banana 2 closes the speed-vs-quality gap for AI image generation. Here are four proven business workflows, from data visualization to global localization, that you can deploy today.
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