Analysis of enterprise AI adoption, governance, and the tooling landscape — written for leaders who want numbers they can defend.https://capolla.com/https://capolla.com/blog/ai-readiness-audit-desktop-workflow-evidence/https://capolla.com/blog/ai-readiness-audit-desktop-workflow-evidence/An AI readiness audit should start with workflow evidence, not tool surveys. Here is how to find the work that is ready for automation.Fri, 29 May 2026 00:00:00 GMThttps://capolla.com/blog/shadow-ai-new-shadow-it/https://capolla.com/blog/shadow-ai-new-shadow-it/Employees use AI wherever work gets stuck. Shadow AI is the next enterprise governance problem, and solving it starts with workflow visibility.Mon, 18 May 2026 00:00:00 GMThttps://capolla.com/blog/ai-control-plane-enterprise-software-category/https://capolla.com/blog/ai-control-plane-enterprise-software-category/AI agents are moving from chat windows into enterprise workflows. The next software category will help companies govern, observe, and control what agents do.Fri, 15 May 2026 00:00:00 GMThttps://capolla.com/blog/ai-adoption-workflow-problem/https://capolla.com/blog/ai-adoption-workflow-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.Wed, 06 May 2026 00:00:00 GMThttps://capolla.com/blog/what-is-project-glasswing-and-how-does-it-affect-you/https://capolla.com/blog/what-is-project-glasswing-and-how-does-it-affect-you/Anthropic's Claude Mythos found thousands of critical vulnerabilities in weeks — bugs that survived decades of human review. Here's what Project Glasswing means for your business and why patch management just became your most urgent priority.Thu, 09 Apr 2026 00:00:00 GMThttps://capolla.com/blog/claude-code-leak-exposes-source-code-to-public/https://capolla.com/blog/claude-code-leak-exposes-source-code-to-public/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.Wed, 01 Apr 2026 00:00:00 GMThttps://capolla.com/blog/ai-mishap-causes-innocent-50-year-old-5-months-jail-time/https://capolla.com/blog/ai-mishap-causes-innocent-50-year-old-5-months-jail-time/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.Mon, 30 Mar 2026 00:00:00 GMThttps://capolla.com/blog/atlas-allows-500-dollar-gpu-to-outscore-sonnet-4-5/https://capolla.com/blog/atlas-allows-500-dollar-gpu-to-outscore-sonnet-4-5/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.Fri, 27 Mar 2026 00:00:00 GMThttps://capolla.com/blog/claude-has-learned-how-to-use-your-computer/https://capolla.com/blog/claude-has-learned-how-to-use-your-computer/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.Wed, 25 Mar 2026 00:00:00 GMThttps://capolla.com/blog/vibe-coded-spam-in-your-emails/https://capolla.com/blog/vibe-coded-spam-in-your-emails/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.Tue, 24 Mar 2026 00:00:00 GMThttps://capolla.com/blog/markdown-is-the-new-coding-language/https://capolla.com/blog/markdown-is-the-new-coding-language/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.Fri, 20 Mar 2026 00:00:00 GMThttps://capolla.com/blog/nvidia-gtc-2026-takeaways/https://capolla.com/blog/nvidia-gtc-2026-takeaways/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.Wed, 18 Mar 2026 00:00:00 GMThttps://capolla.com/blog/nano-banana-2-business-workflow/https://capolla.com/blog/nano-banana-2-business-workflow/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.Fri, 13 Mar 2026 00:00:00 GMT