Production Stack
Observability Stack Integration Without Full Infrastructure Rebuild
Harness-layer traces reveal silent agent failures that standard monitoring misses.
Story: Renata Solberg
Production Stack
7 stories in Production Stack
Production Stack
Workflow Loop Detection and Circuit Breaking in LLM Agents
Infrastructure circuit breakers miss LLM agent loops that happen inside the model's reasoning.
Story: Priya Venkataramaiah
Production Stack
Tool Schema Drift Detection in Deployed Agent Systems
Detecting when tool behavior drifts silently behind valid schemas in production agents.
Story: Kwame Asante-Briggs
Production Stack
LLM Eval Pipeline Integration With GitHub Actions CI/CD
Automated tests catch silent agent regressions that traditional CI pipelines miss.
Story: Tomás Erhlich
Production Stack
Memory Layer Architecture for Long-Running Production Agents
Three-layer memory architecture prevents semantic drift in long-running production agents.
Story: Renata Solberg
Production Stack
MCP Tool Integration Testing in Production Agent Stacks
Identify which of four layers caused your MCP tool failure.
Story: Tomás Erhlich
Production Stack
Layered Architecture of an AI Agent Production Stack
Context corruption at the foundation travels silently through every layer above it.
Story: Priya Venkataramaiah