Why AI Agents Fail in Production Without Trusted Telemetry | Shahar Azulay, groundcover | TFiR
Shahar Azulay explains why the competitive advantage in AI has shifted from reliability to velocity, and why ...
Why OpenTelemetry Is Now the Foundation for AI and Cloud Observability | Chris Aniszczyk, CNCF | TFiR
Chris Aniszczyk, CTO at CNCF, explains why OpenTelemetry's graduation matters for engineering teams, how OTel is evolving ...
AI Agents Are Breaking Observability — Snowflake’s Jeremy Burton on What Comes Next | TFiR
Snowflake GM Jeremy Burton explains why AI agents demand a new observability architecture — from LLM response ...
Sampling Telemetry Breaks AI Observability | Shahar Azulay, groundcover | TFiR
Shahar Azulay explains why traditional observability sampling breaks under AI workloads, and how non-deterministic failures and AI-as-a-judge ...
Observability is the New Operating System for Agentic AI | Shahar Azulay, groundcover | TFiR
Shahar Azulay explains how observability platforms are becoming the operating system for agentic AI, providing the production ...
Why AI Infrastructure Needs OpenSearch to Prevent Hallucinations at Scale | Bianca Lewis, OpenSearch | TFiR
AI agents generate hundreds of thousands of queries per second—traditional vector search can't keep up. Bianca ...
Traditional Observability Wasn’t Built for AI Failures | Shahar Azulay, groundcover | TFiR
AI systems fail differently than traditional applications—no error codes, just subtle drift and hallucinations that sampling will ...
Your Observability Bills Are Exposing an Architecture Problem | Eric Tschetter, Imply | TFiR
Eric Tschetter, Chief Architect at Imply, explains why decoupling storage from query in observability architecture mirrors the ...
Why a Major AI Incident Is Coming in 2026 | Severin Neumann, Causely
Causely's Severin Neumann shares four predictions for 2026: system complexity will keep accelerating, observability data reduction efforts ...
SIOS: 25 Years Focused on HA While Competitors Treat It as an OS Afterthought | Margaret Hoagland
SIOS Technology differentiates LifeKeeper from OS-attached HA solutions through 25 years of exclusive focus on availability for ...