Free Lesson
Raise Your Vibe-Coding Bar: From Vague Prompts to Specs
45 min
Jun 28, 2026 1:00 PM
Virtual (Zoom)
In this video
What you'll learn
Why your build stalls in plan mode
Spot the drift before it leads to endless corrections, fatigue, token burn and garbage code.
Spec / Agentic / Loop Engineering 101
Working Backwards from customer needs to a build spec: get it right as the plan, build, and test loop hangs off it.
Live demo: a one-page spec build for a real app
Watch me turn a one-line idea into a build plan you'd approve, live on Claude Code, in under 20 minutes.
The spec template you take home
Get a reusable, fill-in structure you apply on your next build in Claude Code or any coding agent.
Why this topic matters
Vibe-coding stalls because coding agents are not senior engineers. They overreach, forget previous sessions, and ship stuff that breaks in production. Prompting skills don't fix this. The root cause is missing structure and clarity: a spec that holds the build together, hands off cleanly, and catches failures before they ship. i.e. Spec / Agentic Engineering.
Anthropic and Karpathy point to this.
You'll learn from
GK (Gayathri Keerthana)
AI & Product Consultant | ex-Amazon Sr. PM | Solo-operator running 3 ventures
Led at / Advised
