One shared AI API key is not a team workflow
A shared AI API key feels fast when a team is still experimenting. One teammate builds a customer demo. Another wires an internal support bot. Someone…
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HPA vs VPA vs KEDA: Which Kubernetes Autoscaler Actually Cuts Your Cloud Bill
Autoscaling is supposed to save money. A lot of the time it doesn't, because people reach for the wrong kind. Kubernetes gives you three common option…
LLM cost optimization for real products
LLM features are cheap to prototype and surprisingly expensive to run at scale. A demo that costs pennies becomes a five-figure monthly bill once real…
How to Control CloudWatch Logs Costs on ECS
How to Control CloudWatch Logs Costs on ECS? Originally published at https://fortem.dev/blog/cloudwatch-costs-ecs ECS sends all logs to CloudWatch wit…
Tokenmaxxing Is a 2026 Anti-Pattern: Why Your Team's Token Bill Is Up 10x and What
Tokenmaxxing Is a 2026 Anti-Pattern: Why Your Team's Token Bill Is Up 10x and What to Cut First There's a word floating through engineering Twitter ri…
Per-Customer LLM Cost Reports (Without Rearchitecting Your Billing Pipeline)
Book: LLM Observability Pocket Guide: Picking the Right Tracing & Evals Tools for Your Team Also by me: Thinking in Go (2-book series) — Complete …
LLM Trace Storage Cost: Why Your S3 Bill Exploded, and 3 Fixes
Book: LLM Observability Pocket Guide: Picking the Right Tracing & Evals Tools for Your Team Also by me: Thinking in Go (2-book series) — Complete …
What GenAI Actually Costs in Production
The first number anyone quotes when asked what generative AI costs is a per-token figure. It is a comfortable number — small, unambiguous, available o…
First real shipped feature with this stack — receipts
I get asked for receipts on every cost number I publish. So here is one full run, end to end, with screenshots replaced by file paths you can read on …
OpenSCAP with SOPS: The Hidden Cost of supply chain for Production
OpenSCAP with SOPS: The Hidden Cost of Supply Chain for Production Modern production environments rely heavily on automated compliance and secrets man…
The Hidden Cost of scaling with Istio 1.20 and OpenShift: Benchmark
The Hidden Cost of Scaling with Istio 1.20 and OpenShift: Benchmark Results Service mesh adoption has accelerated as organizations shift to microservi…