Rajesh
Huria.

I build systems that turn ideas
into reliable execution.

Release Manager · EngineerBased in GermanyView focus areas
Execution over intention·
If it did not run, it did not happen·
Logs beat assumptions·
Keep systems simple enough to debug·
Clarity before cleverness·
Release often · verify always·
Execution over intention·
If it did not run, it did not happen·
Logs beat assumptions·
Keep systems simple enough to debug·
Clarity before cleverness·
Release often · verify always·
01
About

Engineering, systems thinking, and delivery — all three at once. Making workflows dependable. Reducing friction between planning and production. Still breaking things to understand them.

Now buildingMulti-agent workflows for practical software execution
ExploringLocal AI, remote runners, lightweight infrastructure
Interested inDeveloper tooling, release reliability, minimal design
LocationGermany · remote-first
02
Current focus

What I'm
building.

01Multi-agent systemsDelegation, execution, verification — in that order.
02Reliable deliveryImproving release flow and operational clarity.
03Systems + infrastructureRemote execution, local AI, lightweight automation.
04Product-minded engineeringSoftware, developer experience, practical outcomes.
03
Notes

Ideas worth
writing down.

Agents

Why AI agents fail when they simulate execution

Agents say they did things — but nothing actually ran.

↗
Setup

Local + cloud coding setup

Use cloud for thinking, local for execution.

↗
Systems

Multi-agent lessons from the field

Clear roles + verification = working systems.

↗
04
Contact

Open to conversations about delivery, agent systems, infrastructure, and developer tooling.

rajesh.huria@gmail.com
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