AI engineer at Bind, a Finnish AI startup. Building agent tooling, writing about what works.
- Closing the Loop on Harness Engineering
- Building a Harness: How I Got Agents to Verify Their Own Code
- Prompt Optimization Shouldn't Require Rewriting Your App
- Building Memory Systems that Learn Across Conversations
- Automated RAG Evaluation without Human Labels (Ragas in Practice)
More on samikuikka.com.
Building apo — an opinionated framework for testing agent systems end-to-end.