Machine learning resolves incidents before you finish your coffee.
A weekly dispatch from the intersection of ML and incident response. For platform engineers, SRE leads, and DevOps managers evaluating AIOps for Fortune 500 observability stacks.
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"Why Your Alertmanager Is Lying to You: Deduplication Gaps in Multi-Cluster Prometheus"
This week: the 3 routing rules that send your team 400 duplicate pages per week, a walkthrough of Grafana OnCall's new escalation graph, and why New Relic's AIOps module still can't handle cross-service topology changes without manual annotation.
Marcus Webb
Senior SRE · Cloudflare
platform engineers & SRE leads
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“Uptime is the only newsletter I forward to my entire on-call rotation. The Datadog vs Honeycomb breakdown saved us from a 6-figure contract mistake.”
Priya Nair
Staff SRE · Stripe
We parse the noise
2.4M log lines, vendor changelogs, postmortems, and conference talks — filtered to what actually matters for production.
We test the claims
Every vendor claim gets benchmarked against real production data. No sponsored content. No affiliate links. Ever.
You get the signal
One email. Tuesdays. Dense with data, light on words. Forward it to your CTO or your on-call rotation — both will thank you.
The 2024 AIOps Vendor Landscape
48 pages. 12 vendors evaluated. Scoring rubric across MTTD improvement, noise reduction, integration depth, and total cost of ownership. Built for engineers who have to defend budget decisions with data.
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The AIOps briefing your on-call rotation will thank you for.
Every Tuesday. No vendor fluff. No affiliate deals. Just the signal.