Post-mortems. Benchmarks. The kind of FinOps detail you actually need before you run the migration. One post a week, no fluff.
Three years of cost retrospectives across mixed AWS fleets keep landing on the same finding. Teams that pick one compute commitment model and apply it across the whole fleet (all-Savings-Plan,…
The 3am page is rarely about something that needs a human. The on-call gets paged at 03:14 because a pod has crashlooped four times in five minutes. They open Slack, look at the logs, see "OOMKilled"…
The 47th agent is when finance shows up. Below 30 agents in production, the Anthropic invoice is one tolerable line item somewhere south of $25,000 a month, and nobody asks who is spending what. Past…
The average mid-size production EC2 fleet runs at 12 to 23 percent utilization. The remaining 77 to 88 percent is idle compute that ran continuously, billed continuously, and produced nothing. On a…
A single Claude API call is predictable. An agent with tool access is not.
The dashboard says CPU throttling is at 0.5%. The p99 latency on that container says 30% of requests just lost 80 milliseconds to scheduling delay. Both numbers are correct. They are measuring…
A runaway Lambda burns $200 an hour at 100 concurrent invocations. By the time your cost anomaly alert fires, three days have passed and $14,400 of unnecessary spend is already in the bill.
Every mid-size engineering organization has 5 to 15 AWS accounts that nobody actively owns. The "POC" account from 2024. The "team-old-name" account that survived the 2025 reorg. The…
The trust ceiling on AI in cloud automation is not capability. It is write access.
A plain AI cloud assistant tells you the S3 bucket is public. ZopNight + Claude via MCP tells you the bucket is public AND violates policy 47, which requires EU-only buckets for any object tagged…
A FinOps team produces a recommendation report on Monday morning. It identifies $185,000 of monthly waste across 240 cloud resources. By Friday, 12 of those 240 are remediated. By the end of week 4,…
Multi-region is the architecture default for serious SaaS in 2026. The justification is real: disaster recovery, latency, sovereignty. The cost is hidden in the bill under "data transfer" and…
One post a week. Sundays. No "10 ways to think about cloud" listicles, just the engineering and FinOps notes we'd want to read.
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