— Articles / wGrow notes
What we learned this week, from work we actually shipped.
Most of these are produced by our Article Crew and edited by a senior engineer. We try to publish what was hard, what was wrong, and what we changed. Not what's trending.
Vibe Coding May 2026 · 8 min
Vibe coding is the on-ramp. Agentic engineering is the runway.
Karpathy named the move from typing code to specifying intent. We've spent twelve months in production with it. Here's what stays, what breaks, and what the discipline actually looks like once the novelty wears off.
Agentic Compliance Apr 2026 · 11 min
IMDA's Model Governance Framework for Agentic AI, read by builders.
A clause-by-clause reading of Singapore's Jan 2026 framework, with an opinion on which controls cost real engineering hours and which are zero-cost if you architect for them up front.
AI Coding Apr 2026 · 6 min
If it doesn't have an eval harness, it's still a demo.
Five rules we use on every agentic build, drawn from a year of live client work. Includes the eval template we ship to every new engagement on day one.