Engineering
The Deploy That Keeps Un-Fixing Itself
A runtime env-var fix that worked every time and broke every deploy. Why imperative patches to a declaratively-owned Cloud Run service have a half-life of exactly one deployment.
More posts on cloud cost optimization, FinOps, and engineering.
Engineering
A runtime env-var fix that worked every time and broke every deploy. Why imperative patches to a declaratively-owned Cloud Run service have a half-life of exactly one deployment.
Engineering
A long-lived git worktree was quietly running on a months-old copy of CLAUDE.md. Why copies don't subscribe to updates, and the discipline that prevents silent context drift.
SLA
What AWS, Azure, and GCP actually promise in their SLAs, what they owe you when they miss those promises, and the per-provider claim process with deadlines.
FinOps
Native cost tools catch the obvious 30-40% - but six structural gaps leave the rest of the savings hidden. A detailed comparison and a layered model that works.
FinOps
The unfiltered story of how a 2-person team built Fintropy - an enterprise-grade, multi-cloud FinOps platform with 470+ cost optimization rules - and the AI tools, infrastructure, and decisions behind it.
FinOps
The structural incentive problem with managed cloud partners: when their fee is a percentage of your spend, reducing your bill reduces their revenue. Here's the math and what to do.
FinOps
Indian companies are 3-5 years behind on FinOps maturity - and the gap is costing crores every year. Why it exists, why it hits India differently, and what to do.
FinOps
A category-by-category breakdown of where cloud spend actually leaks - across AWS, Azure, GCP, Kubernetes, and VMware - derived from Fintropy's 470+ cost rules.
FinOps
The mindset shift from 'reduce the bill' to 'make every dollar intentional' - and what that means for engineering culture, vendor relationships, and how you build product.