Engineering notes, shared openly.
Perspectives on shipping enterprise software, scaling AI systems and running cloud infrastructure that doesn't fall over — written by the engineers doing the work.
Why we still write our own auth instead of buying it
A look at the tradeoffs behind building hardened authentication in-house for enterprise clients with strict compliance needs.
Read ArticleCutting claims processing time by 60% with a triage model
How we designed and shipped an ML-powered triage pipeline for a pharmaceutical insurer in fourteen weeks.
Read ArticleOur CI/CD checklist for zero-downtime enterprise deploys
The exact pipeline configuration and rollback strategy we use across every client's production infrastructure.
Read ArticleMigrating a 3,000-user HRMS with zero data loss
Lessons from replacing three legacy HR tools with a single unified platform for a hospital network.
Read ArticleWhen to build a custom LLM workflow vs. buy an off-the-shelf tool
A practical framework we use with clients to decide whether automation warrants custom engineering.
Read ArticleCost-optimizing Kubernetes clusters without sacrificing uptime
Real numbers from tuning autoscaling policies across six client environments over the past year.
Read Article