Agent observability: measuring tools, plans, and outcomes
Agent observability:what to measure, how to trace reasoning and tool calls, and how Portkey helps teams debug and optimize multi-step AI agents in production.
Topic
AI Agents
A collection of 8 issues
How Snorkel evaluates and trains top AI models
Multi‑agent evals are powerful but hard to debug. Portkey’s trace visualization let us pinpoint failure paths (one case took 38 LLM calls over 12 minutes) and drove massive quality and accuracy lifts while cutting time‑to‑issue detection in half.
Using OpenAI AgentKit with Anthropic, Gemini and other providers
Learn how to connect OpenAI AgentKit workflows with multiple LLM providers and get observability, guardrails, and reliability controls.
Why forward compatibility is critical for Agentic AI companies
Learn why forward compatibility is crucial for agentic AI companies seeking enterprise adoption. Discover how Portkey's AI Gateway helps organizations safely integrate new AI capabilities, test models in real-time, and manage resources—all without disrupting existing systems or breaking budgets
The Evolution from AI Assistants to AI Agents
Discover how AI is evolving from reactive assistants to autonomous AI agents. Learn about key technologies, real-world applications, and the future of AI-driven automation.
Real-world applications and examples of AI agents
Discover practical applications of AI agents across healthcare, retail, automotive, and gaming sectors. From GE Healthcare's cancer care coordination to Toyota's engineering knowledge system, learn how leading companies are using AI agents to enhance operations and solve complex challenges.
What are AI agents?
AI agents are software programs designed to sense their environment, make decisions, and take actions independently. They can operate and adapt in various settings - from physical spaces to digital environments. Unlike AI models that simply process inputs to generate outputs, agents continuously interact with their surroundings through an ongoing
How to Build Multi-Agent AI Systems with OpenAI Swarm & Secure Them Using Portkey
Learn how to build multi-agent AI systems using OpenAI Swarm, an educational framework designed for managing collaborative AI agents with Portkey.