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Tagged articles

Agent observability

2 articles · Page 1 of 1
DataFunSummit
DataFunSummit
Jul 2, 2026 · Big Data

How Litefuse’s New Single‑Process Mode Lets an Agent Observability Platform Run in 25 seconds

Litefuse open‑sources a single‑process, sub‑400 MB binary that deploys an Agent observability and evaluation platform in about 25 seconds, explains why Docker‑free deployment matters, and details how Apache Doris’s inverted index, VARIANT JSON type, and compute‑storage separation address the massive, long‑text, semi‑structured traces that differentiate Agent monitoring from traditional observability.

Agent observabilityApache DorisLitefuse
0 likes · 12 min read
How Litefuse’s New Single‑Process Mode Lets an Agent Observability Platform Run in 25 seconds
Alibaba Cloud Developer
Alibaba Cloud Developer
Apr 2, 2026 · Artificial Intelligence

How ADB MySQL Turns Agent Logs into Actionable Insights – A Step‑by‑Step Guide

This article analyzes why over 40% of Agentic AI projects fail due to inadequate observability, outlines three common pain points—trace blindness, uncontrolled token costs, and untraceable failures—and demonstrates a practical ADB MySQL solution that reconstructs logs, classifies failures with AI functions, quantifies token waste, and generates prompt‑optimization suggestions, all with a few SQL statements.

ADB MySQLAI AgentsAgent observability
0 likes · 10 min read
How ADB MySQL Turns Agent Logs into Actionable Insights – A Step‑by‑Step Guide