Tools everywhere, gains nowhere
Everyone has Copilot or Cursor open. The velocity chart looks like last year’s. You bought tools; nobody changed how the team actually works.
Agentic engineering · Budapest
I help engineering teams turn the AI tools they already bought into velocity you can measure.
I’m Agoston. I spend a few weeks embedded with your team, rebuild how you work with coding agents, and leave you faster — with the numbers to prove it.
What I usually find
The tools arrived. The change didn’t.
Quality slips quietly
Agent code lands faster than anyone can review it well. Small defects and inconsistent patterns pile up exactly where no one is looking.
Your best people improvise alone
Your strongest engineers have private tricks that genuinely work. None of it is written down, measured, or shared with the rest of the team.
How I work
Two simple models do the heavy lifting.
No slide deck, no abstract framework worship. I teach a loop your engineers run every day, and I show you honestly where you stand on the ladder.
The loop I teach
- 01 Spec Frame the work so an agent can actually execute it.
- 02 Delegate Break it down and hand off — right agent, right scope.
- 03 Review Read agent output critically and fast, no rubber-stamping.
- 04 Verify Prove it works with tests and checks, not vibes.
- 05 Codify Turn what worked into shared, durable team practice.
Where teams stand
L0
Shadow AI
Ad hoc, individual, invisible to the org.
L1
Assisted
Autocomplete everywhere, no shared workflow.
L2
Delegated
Agents own scoped tasks under human review.
L3
Orchestrated
Multi-step agentic workflows, measured and trusted.
L4
Agent-native
The team is built around agents, end to end.
Work with me
Three ways in. They build on each other.
Readiness Audit
1–2 weeks · fixed fee
I assess your codebase, tooling, workflows, and team, then hand you a scored maturity report and a prioritized roadmap — and an honest answer to “where are we actually losing the gains?”
Transformation Sprint
4–8 weeks · embedded
I embed with your team, rebuild your agentic workflow on real work, run hands-on sessions, and install the practices that stick. We measure velocity and quality before and after.
Fractional Advisory
Monthly
Office hours, architecture reviews, and a steady hand keeping your team current as the tooling shifts under everyone’s feet — which it will, every month.
A bit about me
Why me
I’m a software engineer based in Budapest, working at the edge of agent-driven development. [Placeholder] — send me your background, the roles that matter, and the wins you’d want a VP of Engineering to know, and I’ll write this section the way it deserves.
Let’s talk
Find out where your team really stands.
Book a 30-minute call with me — not a sales team. We’ll figure out where the AI gains are leaking, and whether I’m the right person to help.