The Hidden Cost of Getting Kubernetes Autoscaling Wrong
Picking the wrong Kubernetes autoscaling tool for a given workload type does not just leave performance on the table. It actively generates waste you pay for every billing cycle.
Notes from the team building the autopilot.
Post-mortems. Benchmarks. The kind of FinOps detail you actually need before you run the migration. One post a week, no fluff.
ZopNight Is Coming to Product Hunt: An Operating System for Everything Your Cloud and AI Run
ZopNight launches on Product Hunt soon. A Technology Value OS that ties every cloud, AI, and SaaS resource to its owner, its cost, and whether it still earns its keep.
A Resource Your Tags Cannot See Is a Resource Your Rules Cannot Touch
Tags are the join key of cloud governance.
The Silent Budget Drain: Cloud Credits That Vanish Unused
Cloud credits expire as a hard accounting event, not a soft deadline, and every dollar that hits that wall is gone with no recovery path. Startups and researchers are the primary groups absorbing…
A Search Box That Only Sees the Current Page Is Not Search
A search box that filters only the page you are on is not search, it is a per-page filter wearing search's clothes.
The Illusion of Resolution: When Green Dashboards Lie
A green dashboard is not proof of a healthy system. It is proof that your automation closed a ticket. Those two outcomes are not the same thing, and conflating them is how engineering teams…
A Cost of Zero Can Mean Free, or Mean Nobody Priced It
A resource that shows a cost of zero is telling you one of two very different things.
The Automation Paradox: When the Fix Becomes the Failure
Autonomous remediation systems promise to eliminate toil, but the mechanism that removes human latency also removes human judgment, and that trade produces a specific failure class: the…
The Visibility Trap: Seeing Costs Isn't the Same as Cutting Them
Visibility without workflow integration is a cost center, not a cost cure. Most engineering organizations have invested in dashboards, tagging policies, and cost explorer tools. The spend keeps…
Why the Terraform Fork Was a Bigger Deal Than It First Appeared
HashiCorp's August 2023 relicensing of Terraform from MPL-2.0 to the Business Source License 1.1 was not a routine legal update. It was a governance event that forced every infrastructure team to…
The Governance Wall: When Infrastructure Scale Breaks Manual Policy
Manual policy enforcement breaks at infrastructure scale because the number of enforcement decisions grows faster than the number of resources. A team managing 50 resources reviews policy by…
The On-Call Trap: Heroism as a System Design Flaw
When an on-call engineer is your primary failure mitigation strategy, you have not built reliability. You have built a human circuit breaker that trips at 2 a.m.
An Alert Should Tell You What Changed, Not Just That It Did
Most cloud alerting fails two ways: silent on the events that mattered, or so noisy you stop reading it.
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One post a week. Sundays. No "10 ways to think about cloud" listicles, just the engineering and FinOps notes we'd want to read.