All Posts

Thoughts on building AI systems

Lessons Learned from Building Agents

Practical insights from developing AgenticSeek and production agent systems at CNRS. Covering provider resilience, caching strategies, failure modes, and the reality of current MCP ecosystems. A pragmatic guide for engineers building in the agent space.

Topics

AI Agents LLM Systems Engineering MLOps Local AI Research