The AI revolution is no longer confined to tech startups or Silicon Valley elites. Across sectors, organizations are reevaluating their…Continue reading on Medium »
A practical workflow for using AI agents to research markets, analyze competitors, uncover customer pain points, and validate product…Continue reading on Medium »
Shipping an LLM feature feels like the finish line. You got stakeholder buy-in, you built the pipeline, you ran the tests, you deployed it…Continue reading on Medium »
How hooks quietly turn AI coding assistants into programmable workflow automation systemsContinue reading on Medium »
Recent advances in AI and data science continue to push the boundaries of what machines can understand and generate from complex data…Continue reading on Medium »
The next wave of AI isn’t selling tools. It’s selling outcomes.Continue reading on GPTalk »
Faster code does not mean better engineeringA team with unclear requirements, weak tests, messy ownership, and fragile deployments does not become high-performing because someone installed GitHub Copilot.It may simply create bad code faster.That is the…
A leadership problem hiding behind a technology conversation.Continue reading on Medium »
How a single-file web app powered by Claude is quietly solving one of the most expensive problems in startups — and what I learned…Continue reading on Medium »
A PRD written as “documentation about the code” cannot govern an AI coding assistant.Continue reading on Medium »