Ilyes
Blog

Notes from the build floor.

Short writeups on engineering decisions, applied AI patterns and lessons from shipping production systems.

Backend Coming soon

Designing idempotent enrichment pipelines

Why idempotency is the unsung hero of async pipelines, and patterns I use to make jobs safe to retry.

AI Coming soon

Practical agentic workflows with LLMs

From single-prompt scripts to multi-agent orchestrators with explicit state, timeouts and failure handling.

Architecture Coming soon

Shipping multi-tenant SaaS with Keycloak

ACL, RBAC and tenant boundaries, lessons from designing permissions for a multi-organization platform.

More writing on the way

I'm putting together a series of essays - check back soon, or reach out to suggest a topic.