
Vision First, Agents Second
If you can't articulate the vision clearly enough for a human team, what makes you think you'll be able to orchestrate a fleet of AI agents?
Growth • AI innovation • Product engineering

If you can't articulate the vision clearly enough for a human team, what makes you think you'll be able to orchestrate a fleet of AI agents?

A frontend developer's honest look at AI design tools — what actually works, what's just an LLM wrapper, and how to pick the right one for your workflow.

Every major AI image and video tool compared — pricing, free tiers, quality, legal quirks, and honest trade-offs as of March 2026.
Engineer solving problems. Engineering products. I'm Gediminas—Geddy for short—Senior Web Engineer / Lead with 20+ years of web engineering experience across 10+ companies and 50+ projects. After years as an independent contractor working in highly competitive environments since 2017, I transitioned into engineering leadership over a year ago. I write about this shift from IC to leadership, leveraging AI in product development, and building scalable architectures. My focus is on sharing practical insights from navigating this evolution while maintaining technical depth.