Embedding Model Mismatch Between Indexing and Query Time
Configuration changes can silently degrade retrieval quality without triggering system alerts.
Sofía Marchetti-Ríos
Section
Memory Failures
6 stories in Memory Failures.
Retrieval Latency and Its Effect on Context Quality Under Load
Slow retrievals degrade context quality, compounding failures across planning and tool use.
Jerome Tanaka
Over-Stuffed Context Windows Causing Reasoning Compression
LLMs lose reasoning ability before filling their context window, requiring intentional curation.
Priya Subramaniam
Missed Memory Writes and Silent Context Loss in Long Sessions
Silent memory failures hide inside successful model calls until production traces expose them.
Declan Ofoegbu
Retrieval Ranking Errors That Cause Agent Hallucination
Ranking errors supply wrong evidence before generation begins.
Sofía Marchetti-Ríos
Stale Retrieval in RAG-Augmented Agent Workflows
Trace which harness layer let outdated context slip through to your model.
Jerome Tanaka