Lukáš Henderson
CZEN
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Put agents into production

AI konzultace pro vývojářské týmy

I build the systems that run the agents — then leave your team able to run them.

Ask about AI consulting

At a glance

Leverage map
1–2 weeks
Agentic-engineering sprint
2 weeks
Custom MCP server
2–4 weeks

Context engineering, custom MCP servers into your systems, an agentic layer with budgets and audit, and a loop from a new production error to a reviewed pull request. A PR to review, not auto-merge.

Who it is for

CTOs and heads of platform at scale-ups and in regulated sectors who want agents doing real work — safely, and on their own infrastructure.

What you get

An agentic layer in production with human gates, budgets and an audit trail, plus a map of where agents pay off and where to steer clear.

Formats

  • Leverage map

    1–2 weeks

    Where agents pay off in your delivery, and where to keep them out.

  • Agentic-engineering sprint

    2 weeks

    One workflow automated end to end in your repository, with gates.

  • Custom MCP server

    2–4 weeks

    Deterministic, permissioned access to your own systems.

How it runs

  1. Call

    Where your delivery loses time, and what must never be automated.

  2. Map

    A short, fixed-scope assessment with a recommendation.

  3. Build with you

    Budgets, approvals and an audit log from the first commit.

  4. Measure

    Cycle time, change-failure rate and time from incident to fix — no hero numbers.

Proof

Eve

evelinka.com

Architect and primary author

A build kit for AI agents that survive a crash mid-task, stop at their budget and touch nothing without your approval.

Crash test
Kill the container mid-task and the run resumes
Approvals
Every action set to always, first time only, or never
Spend
Capped, and broken down per agent and model

Vitrinka

vitrinka.ai

Author, operated by LEFTEQ

One tunnel for your whole dev team: a tester circles a bug and writes one sentence, an agent fixes it and posts the after-shot.

Findings answered
148 from 37 sessions, across 3 PRs
Tester time
3.9 h
First commit to v5.10
About 12 weeks

Energy platform

Name withheld

Architect and sole engineer

A real-time control plane between the energy market and the machines on site.

Measured
Command response times, continuously

Prices on request: tell me the scope and I will send a fixed quote.