July 2026 · 10 minutes read
A case for neuroevolution after the generative-AI hype cycle. Why evolved structure,
open-ended search, and hybrid learning systems may outlast the current benchmark
chase—and where they are most likely to win.
January 2026 · 2 min read
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.