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AI is shifting from single chatbots to small, agentic teams that handle intake, production, and checking — letting you spin up a mini AI team with tools you already have in about an hour.
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AI is shifting from single chatbots to small, agentic teams that handle intake, production, and checking — letting you spin up a mini AI team with tools you already have in about an hour.
March 23, 2026 WorkflowsUse WhatsApp as the front door for an assistant that captures context, drafts follow-ups, and files outputs into your tools. Set one simple loop — capture, transform, file, act — and get a tiny operations team in your pocket.
March 20, 2026 AI AgentsImagine letting AI handle real work — updating documents, publishing content, even touching customer data — without that nagging fear that one bad prompt or one wrong click will cause damage.
March 17, 2026 AI ToolsYou already have data everywhere — invoices, a newsletter list, ad results, a spreadsheet of client inquiries. The new wave of chat-based interactive charts means you can finally talk to your numbers like a colleague and get something you can actually use.
March 13, 2026About
I've spent 30 years designing and building software systems — from early enterprise architectures to modern distributed platforms. Over that time I've learned that the best solutions aren't the most complex ones. Clean architecture, clear thinking, and the right tool for the job. That's always been the philosophy.
For the past few years I've been going deep on AI Engineering — not the hype, but the actual craft of building systems where AI agents do real work. Workflows that think, pipelines that decide, tools that act. I build these things, I write about them, and I share what actually works in practice.
CyberDevTech is where I publish my thinking — on AI agents, software architecture, and the practical side of integrating intelligence into the systems we build every day.