Insights on engineering leadership, AI innovation, and product thinking.
The real untapped potential in software isn't consumer apps - it's internal tools that never get built. Here's how AI-assisted development changes that equation.
Internal tooling backlogs used to wait on dev resources. With standardised foundations and AI agents, teams can build what they need without the queue.
Four parallel tracks for building a real AI strategy: governance, training, fast-track PoCs with reusable infrastructure, and company-wide integration. Not a vague deck — a structured plan.
Organizations are pouring money into AI tools while junior engineers rack up token bills nobody expected. The real problem isn't adoption anymore — it's efficiency.
With AI tooling and workflow optimization, one engineer built a full business management platform in spare evenings. When your capacity multiplies, your spare time becomes a launchpad.
Forget autonomous agents for a moment. One of the actual AI opportunities is fixing information fragmentation — structured systems where AI assists, humans decide, and nobody wastes time on reports.
Stop following AI thought leaders. Stop consuming recycled takes. Start solving real problems and shipping actual products.
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.
If your entire job can be described in an AGENT.md and a few SKILLS.md files, what does that tell you? The economics of agent-driven development are brutal and it's happening now.
Dictated a feature spec on my phone in a grocery aisle. Twenty-three minutes later, it was live in production. No computer, no desk, just AI and automated workflows.
A solo weekend migration from static Markdown to a full dynamic blog with admin panel, AI audio, and a 4-5x productivity jump from better Claude Code instructions engineering.
UX Pilot for design, Claude Code for the build, Grok for media, a DigitalOcean droplet for deployment. What it actually took to go from concept to live in a couple of evenings.
On the hidden cost of over-relying on AI, why some fear is rational, and what engineers at every level need to keep building for themselves.
The reality of interviewing frontend engineers today. What separates true engineers from vibecoders in an AI-augmented world.
The time from idea to working product has compressed dramatically. Real experience building PoC apps with AI coding agents, what worked, what didn't, and the discipline it demands.