Keyword: "defeating context rot in LLMs"

Defeating Context Rot with Harnesses and Telemetry

Examines active context harnesses as the architectural evolution beyond static prompt engineering. Analyzes mitigating context rot and reasoning cliffs, lowering TTFT, and capturing Level 3 operational telemetry to train compact specialized PEFT models under predictable cost envelopes.