Ship smarter. Ship faster. With AI as your force multiplier.
– AI4Dev brings production-grade AI tooling into your engineering workflow
see what I mean →Every engineering team I talk to knows they should be leveraging AI across their SDLC – but turning cursor chats and copilot completions into a repeatable, team-wide advantage is a different problem entirely.
The tools are evolving faster than teams can absorb them. Best practices are scattered across Twitter threads and conference talks. Your competitors aren't waiting for you to catch up.
You need more than a tool license. You need a system – and a partner who's already run this playbook.
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━Hands-on, live-coding sessions that take your team from AI-curious to AI-productive. We work through your actual codebase and shipping workflows.
Custom curriculum mapped to your tech stack & team size · Live exercises with real PRs · Playbook for code review, testing & architecture with AI · Q&A with an engineer who ships with these tools daily
Half-day to 2-day on-site or remote · Groups of 4–20 engineers
Embedded partnership to integrate AI tooling into your team's daily workflow – from agentic coding to automated code review to AI-augmented testing.
Toolchain audit & recommendation · Custom agentic workflows & prompts · CI/CD integration for AI-assisted code review · Migration from ad-hoc usage to repeatable team practices · Weekly syncs with measurable progress
2–6 week engagement · Full-time or part-time · Remote or on-site
I embed directly with your team to design, build, and ship AI features in your production codebase — end to end, from spec to deploy.
Production LLM integration & API design · Agentic workflows tuned to your stack · Eval harnesses, cost guardrails & CI gates · Knowledge transfer so your team owns it after I leave
2–8 week engagements · Remote or on-site · Weekly demos & handoff documentation
Ready to bring production-grade AI into your workflow? Book a 30-minute call to explore how AI4Dev can help your team ship faster.
Book a callA few anonymized outcomes from shipping AI into real engineering orgs. Every case is illustrative — names and metrics softened to protect clients.
LegalTech · 20 engineers
Dev Platform · platform team
enterprise product · product team
early-stage startup · 6 engineers
I've been building production software for over 10 years. For the last 2, I've been heads-down on AI-assisted development – building agentic workflows, integrating LLMs into CI/CD pipelines, and helping teams triple their shipping velocity without sacrificing quality.
I've trained engineers across startups and enterprises on how to make AI a first-class member of their engineering team. This isn't a side project – it's what I do every day.
Not every team is ready for this. Here's who we can help – and who we can't.
Tell me about your team, your stack, and what's slowing you down. I'll reply within 48 hours with a concrete take on whether – and how – I can help.
No sales deck. No generic proposal. Just an honest conversation about where AI fits in your engineering org right now.
Book a call