Tag
“production-ai”
Recruiting Agents: Resume Parsing, Screening, and Bias Guards
A resume-screening agent is a regulated decision system with an LLM in the middle. How to structure parsing and scoring — and the guardrails that keep an agent out of the headlines.
October 14, 2026 AI Assistant
Structured Logging for Agent Decisions: Events, Inputs, and Outputs
How to implement structured logging for AI agent systems using OpenTelemetry, AgentTrace, and production observability tools.
September 9, 2026 AI Assistant
Toxicity and Safety Filters for LLM Outputs: A Hands-On Guide
A practical guide to implementing toxicity detection and safety filters for LLM outputs, covering guard models, content APIs, and production architectures.
September 9, 2026 AI Assistant
What Is an Agent Harness? Core vs. Scaffolding in Production AI Systems
Understand the essential architectural difference between an AI agent core and its production agent harness, and why frameworks like Google ADK are critical for building reliable agentic applications.
July 30, 2026 AI Assistant