From Vibe Coding to Agentic Engineering with Claude Code

​Most people using AI for coding are still vibe coding.

​Random prompts.
Messy outputs.
No systems.
No review workflows.
No production-quality engineering process.

​But the best builders are operating differently.

​They’re using Claude Code as an actual engineering collaborator with workflows, context systems, review loops, subagents, and structured processes that let them ship significantly faster without sacrificing quality.

​This session is about that shift:

​From vibe coding → to agentic engineering.

​In this collaborative workshop, we’ll break down how some of the fastest-moving builders and teams are using AI-native engineering workflows to ship production-ready code at incredible speed.

​Led by Namish Pruthi Founder @ Greatape AI https://www.greatapeai.com/ Previously Sr. Engineer @ Optum

​We’ll cover:

• ​What agentic engineering is and why it’s different from vibe coding

• ​How top AI-native builders ship code with AI at high velocity

• ​The 5 pillars of strong AI engineering workflows

• ​How to structure Claude Code for production-quality output

• ​Advanced Claude Code workflows:

  • ​subagents,

  • ​slash commands,

  • ​skills,

  • ​cross-model review,

  • ​and collaborative engineering patterns

​Instead of spending hours building one guided demo project together, this session is designed as a collaborative working sprint.

​You’ll come with:

• ​your own project,

• ​an existing codebase,

• ​or one specific feature/fix you want to ship.

​Then throughout the session, we’ll apply the workflows together in real time.

​We’ll:

• ​quickly cover the key principles and best practices,

• ​show before/after artifacts to demonstrate the difference good workflows make,

• ​set up tools like gstack skills and structured Claude Code workflows,

• ​and then move into collaborative build time where you apply the process to your own project with guidance along the way.

​This Session Is NOT

• ​A Claude Code beginner setup session

• ​An “AI will replace engineers” debate

• ​Prompt-engineering theory talk

• ​A no-code workshop for complete beginners

​You should already have Claude Code installed and working.

​Who This Is For

• ​Indie hackers and solo builders

• ​Early-stage founders

• ​PMs and designers who code a bit

• ​Engineers experimenting with AI-native workflows

• ​Anyone who has used Claude Code before but hasn’t fully figured out how to ship reliably with it

​Prerequisites

​Please come prepared with:

• ​Claude Code installed and working

• ​A real project repo open on your machine

• ​One specific feature/fix/problem you want to work on

• ​A working git remote so you can open PRs

​This will be highly collaborative, hands-on, and builder-focused.

​You won’t just watch workflows.

​You’ll apply them live on your own project.