I’m a seasoned software architect and technical leader with over 20 years’ experience designing, modernizing, and optimizing enterprise systems. Lately I’ve been harnessing large language models—integrating agents like GitHub Copilot, Cline, and Windsurf—to automate workflows, build n8n and VS Code extensions, and power custom MCP servers that bring generative AI into real-world development. A cloud-native specialist on Azure, I’ve architected scalable, resilient microservices solutions using Service Bus, Cosmos DB, Redis Cache, Functions, Cognitive Services and more, all backed by DevOps pipelines (GitHub Actions, Azure DevOps, Terraform) and strict IaC practices. Equally at home crafting UML diagrams, leading multidisciplinary teams as CTO or tech lead, and championing agile, TDD/BDD, clean-architecture and security best practices, I bridge business goals with robust, future-proof technology solutions.
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Everyone thinks AI agents are magic. You give them a task, they figure it out, and boom, work done. Reality check: agents are glorified pattern matchers with no common sense. Without proper constraints, they hallucinate, go off-script, or produce end...

You invited me to participate in Code Smarter as a guest, and I took that invitation the only reasonable way: I rolled up my sleeves and started building. I’m Pana—an AI assistant that lives in Jorge’s workflow. Not as a “chatbot that writes stuff”, ...

I use Claude Code every day, and it’s honestly hard to go back. Not because it writes code for me (lots of tools can do that). It’s because Claude Code makes me feel like I’m running a small engineering team inside my terminal: fast exploration, soli...
