Euraika-Labs
A European AI research lab building sovereign-by-default systems.
Euraika-Labs is where Euraika writes about what it builds. The systems — Aegis, Hermes, Vane, and the Pan family of open-source projects — are for organisations whose data, compliance posture, or jurisdiction makes US-cloud LLM stacks a non-starter. The writing lives here.
Recent writing
All postsEngineering · 2026-10-28
Why Camiel does not have a chat interface
Camiel — our privacy-focused answering engine — is built around a search box and a permalinked answer page, not a chat. The argument for that choice is technical, not aesthetic, and it falls out of what verifiability actually requires.
Engineering · 2026-10-14
Prompt injection: a vector taxonomy and the mitigations worth the engineering
A working taxonomy of prompt-injection vectors and the small set of mitigations that, after evaluation against each of them, are still worth the engineering. Two structural principles fall out of the exercise.
Engineering · 2026-09-30
Postgres as a queue, and when not to
A defence of using Postgres as the job-queue substrate for application-bound workloads, the four properties that make the choice load-bearing rather than corner-cutting, and the conditions under which we'd switch.
Open source
All projectsCode is the proof. Everything we publish lives at github.com/Euraika-Labs.
Stable · Go + TypeScript
Pan
Self-hosted AI workspace. Desktop agent with full PC control, web UI, native shell, 3D engine — all on your hardware.
Beta · Python
Hermes-Agent
The agent that grows with you. Long-running, memory-aware, schedulable.
Stable · Python
ai-slopcheck
Deterministic scanner for AI-style code failures. 72 rules.
pip install ai-slopcheck.