Jamie's Blog

The curious developer's ODYSSEY, Exploring the Universe of TECH, CODE & AI.

Designing Context Compression for Production Agents: A Deep Dive into Hermes

Staff-engineer-level notes on agent/context_compressor.py: how Hermes preserves task continuity when a long-running agent outgrows the model context window, and what the implementation teaches about summarization, compression, and failure-tolerant agent design.