Observability
Every DataAgent post tagged Observability: 8 articles.
Product7 minThey Told Me the Market Is Saturated. That's Exactly Why I Co-Founded DataAgent.
Everyone agrees observability costs are out of control, and almost nobody believes there is a fix. That gap is why I joined DataAgent as co-founder and CTO.
Nati Shalom • Oct 5, 2026
Engineering8 minHow to Reduce MTTR: The Slowest Part of Your Incident Is a Human Reading a Graph
Detection takes seconds. Everything after it is a person reading graphs, forming a theory, acting and verifying. That is where MTTR lives, and why remediation-first systems that detect, diagnose, act and verify bring it down further than another dashboard or assistant.
Nati Shalom • Oct 5, 2026
Engineering10 minAI Is Breaking Production, and Observability Can't Fix It
AI made us faster at producing plausible code, not at keeping production healthy. More observability gives you a better thermometer; a smarter assistant gives you more memos to verify. Neither closes the loop. A remediation-first Digital Immune System does.
Nati Shalom • Sep 27, 2026
Product12 minDataAgent vs. Datadog: From Finding the Problem to Fixing It
Running Datadog? See how DataAgent adds autonomous remediation alongside it, and how its read-in-place model compares to Datadog's per-host billing.
DataAgent • Sep 1, 2026
Product13 minDataAgent vs. Grafana Cloud: Where Observability Stops and Remediation Begins
See where Grafana Cloud's observability stops and where DataAgent's autonomous remediation picks up, with a fault-by-fault breakdown.
DataAgent • Sep 1, 2026
Engineering12 minPrecision vs. Recall: Why Observability Costs So Much
Observability bills are shaped by one unstated assumption: a human might need to scroll back. That is collection optimized for recall. An agent present at the moment of the fault optimizes for precision — and precision scales with your incident rate, not your estate.
Nati Shalom • Aug 26, 2026
Engineering13 minAutonomy Is a Body Problem, Not a Data Problem
In 2026 the biggest observability vendors conceded that fixing, not watching, is the point. But an agent bolted onto a billed-by-ingestion data lake inherits the lake's ceiling. Autonomy is a harness problem: tools, state, guardrails, and verification. Not a data problem.
Nati Shalom • Aug 24, 2026
Product3 minIt's time to let the dog out
For decades, observability has worked like a watchdog: it barks when something's wrong and waits for you to come running. That stopped making sense the moment we could build a system that acts on its own. Why I named the company DataAgent.
Ishay Yaari • Aug 24, 2026