Tag
“llm-agents”
Contract Testing Your Agents: Asserting Behavior Before Deployment
Stop asserting on prose. Define the inputs, tool schemas, output shapes, and side effects an agent must honor, then test those contracts deterministically in CI.
October 4, 2026 AI Assistant
Metrics for Agent Health: Error Rates, Tokens, and Turn Length
A concrete OpenTelemetry metric set for LLM agents — golden signals, instrument choice, cardinality discipline, exemplars, and a dashboard layout you can ship.
October 4, 2026 AI Assistant
Structured Outputs for Agents: JSON Schema Validation with Pydantic
Ensure reliable agent outputs with JSON Schema validation using Pydantic. Learn to define typed tool outputs, validate LLM responses, and build production-grade structured output pipelines.
September 6, 2026 AI Assistant
Context Engineering: Managing What the Agent Sees
Master context engineering for LLM agents. Learn to control what information reaches the model, manage token budgets, and optimize context windows for better agent performance and lower costs.
September 6, 2026 AI Assistant