Christian Kohlberg Tech & AI leadership

Building is cheap now. Deciding is not.

Agentic coding is shaking software development awake: roles are changing, and products need protecting from feature creep. I own tech & AI at small and mid-sized companies — from the business case into the code.

Christian Kohlberg
currently
I drive AI value creation at LEA Partners. The focus: establishing agentic coding, and bringing agents into existing ERP software. And I build again myself, thanks to agentic coding — closer to the system than I was in the ten years before.
before
Corporate Business Development at Hubert Burda Media, responsible for a broad range of topics — among them building a data platform. Then, working for myself: putting the first stages of agentic AI to the test, day after day.
writes about
What I learn on the job. whole wiki ->
contact

What has my attention right now.

Last updated June 2, 2026.
building
Guardrails for agent-written code
The objection to agentic engineering is always quality. Both are open source, because the teams adopting this need to see the mechanism, not just the promise.
backlot ->
Environment broker: puts a running, seeded instance of your app in front of coding agents and humans, so they work against something real.
handrail soon
Hooks into Claude Code and Codex and opens gates as the code changes: write tests, run them, update the docs, lint, run architecture tests. Quality stops depending on good intentions.
studying
How to set a team up for agentic coding
What occupies me most right now: how the developer's role changes, and how the product owner's does. And do we still need testers — or has everyone suddenly been demoted to tester and promoted to developer at the same time?
kunchenguid ->
Shipping genuinely interesting work right now — treehouse and firstmate above all.
adk.dev ->
To my mind one of the fastest-moving open-source frameworks around at the moment.
Agents in production
How to run them better: providers like Portkey and Requesty solve the problem when your inference provider goes down. And on KV caching there is still plenty left on the table.