Workshop for engineering teams of 5-30

Make your entire SDLC AI Native in one workshop.

From PR descriptions to code review to test generation - a hands-on session where your team builds and ships real AI workflows. Not slides. Not theory. Working automation in your actual codebase.

Book the Workshop See What's Included
~/your-repo
$ claude commit --push
feat(payments): add HDFC integration
PR #247 created with JIRA context
Code review agent triggered
3 tests auto-generated
$
10+ years production engineering Fintech & cross-border payments Adopted by entire teams Documented workflows in production
The Gap

Most teams are AI Adjacent.
Yours should be AI Native.

There's a difference between "we use Copilot" and "AI is woven into every step of how we ship." This workshop closes that gap.

AI Adjacent
Copilot for line completions
Paste errors into ChatGPT
Generate boilerplate code
Manually write PRs, reviews, commits
AI Native
PRs auto-generated with JIRA context
AI code review before human review
Tests generated from codebase context
Custom debugging & support workflows
What You Get

Not a talk.
A complete setup.

01 Live Workshop
+
1-2 hours

Hands-on, live coding in your actual repo. Not slides about 'the future of AI.' Your team builds and configures real workflows during the session.

02 7 Days Async Support
+
Post-workshop

Your team will have questions. Things won't work the first time. I answer everything for 7 days - Slack, email, whatever your team uses.

03 Custom Workflow Setup
+
Tailored to your stack

I configure AI workflows for your actual codebase - PR automation, code review agents, debugging pipelines. You keep everything after.

The outcome

Your team walks away with AI workflows running in your actual codebase, not a slide deck of possibilities.

Every workflow is configured in your repo, with your tools, your CI, your conventions. Nothing hypothetical. You keep everything after the workshop.

Book the Workshop
Workshop Modules

Six workflows.
All hands-on.

01

AI-Powered PR Automation

Auto-generated PR descriptions with JIRA context, reviewers, and labels. Never write a PR description again.

02

Automated Code Review

AI code review agents that catch bugs, suggest improvements, and enforce your team's style - before humans review.

03

Commit Message Automation

Conventional commits, generated from diffs. Consistent git history across your entire team, zero effort.

04

Test Generation Workflows

AI-assisted test writing that actually understands your codebase. RSpec, Jest, whatever your stack.

05

Debugging & Support Workflows

Custom AI workflows for triaging production issues, reading logs, and suggesting fixes in context.

06

Multi-Agent Development

Claude Code, custom skills, orchestrated agents - the full stack of AI-native development.

Your Instructor

Not a consultant who read a blog.
An engineer who wrote it.

I'm Vamsi Gunturu.

For over a decade I've shipped production systems used by millions. I've led engineering at a $200M edtech company through Series A, worked as a Staff Engineer at a billion-dollar European bank, and now build cross-border payment infrastructure processing hundreds of millions in volume.

I adopted AI-native development early, not as a side experiment but as part of my daily workflow.

The techniques in this course come directly from that practice.

I've shared these workflows at engineering meetups and internal team workshops. Teams that adopted them saw meaningful improvements in development speed, debugging time, and overall code quality.

Everything you'll learn here follows one simple rule.

If it doesn't work in production, I don't teach it.

Ready to make your team AI Native?

30-minute call. We'll talk through your team's stack, pain points, and how the workshop gets tailored for you.

Book a Call