Remediation-First
Every DataAgent post tagged Remediation-First: 3 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