Making AI agent quality a first-class observability signal with SigNoz An AI support agent...
SigNoz launches AgentLens: one prompt change drops AI agent groundedness from 0.90 to near-zero while latency stays green. For engineering teams, this exposes hallucinations that bypass standard checks—critical as AI agents move into production, creating compliance and reputation risk.
Making AI agent quality a first-class observability signal with SigNoz
An AI support agent is asked whether the store price-matches a competitor. It
thinks for two seconds, calls a knowledge-base tool, and answers confidently:
"We don't offer a price-match guarantee."
That policy does not exist. Nobody wrote it. The agent invented it.
The problem: AI agents are black boxes AI agents chain LLM calls and tool calls together...
As I discussed in my SLO Design article, traditional reliability metrics fail for agentic AI systems....
AI Market Research Agent 🤖 (SigNoz Hackathon Submission) 👁️ Observability &...
Evidence First, Answer Second: Building an Observable Industrial AI Agent with SigNoz Most...
Most discussions about agent observability read like outdated compliance checklists with “AI” substituted for older technologies.…
I build small LLM agents. Not the impressive kind you see in demos, just practical little things that...
