Insights

Field notes from production systems.

Short, practical write-ups on the architecture decisions we make for clients.

AI & Machine Learning

February 2026 • 6 min read

Architecting Enterprise RAG: Eliminating Hallucinations in Production

A practical guide to chunking strategies, hybrid vector + BM25 search, metadata filtering and evaluation metrics for enterprise AI search.

DevOps & SRE

January 2026 • 8 min read

How We Cut Infrastructure Costs with Kubernetes Rightsizing

Strategies for optimizing CPU/memory requests, leveraging spot instances safely and removing idle development clusters.

DevOps & Security

December 2025 • 7 min read

Zero-Trust Architecture for Modern Microservices in 2026

Implementing service-to-service mTLS, least-privilege IAM roles and automated dependency scanning in CI/CD pipelines.

Full articles are being migrated — reach out if you want an early copy.