Insights

Engineering perspectives,
from the team.

Technical deep-dives, industry analysis, and lessons from production engagements. Written by Alpine Quantum engineers, architects, and operators.

Topic
All AI & ML Engineering Cloud Data Industry analysis Team & culture

The case for boring infrastructure

Why we still reach for Postgres + Spring Boot + a single VPS for new internal apps — and what we'd reach for if we couldn't.

When NOT to use a language model

Four production problems where teams reached for an LLM and ended up with worse outcomes than the classical alternative.

The real cost of multi-region — and when you actually need it

Most multi-region deployments are over-engineered. A practical framework for deciding whether your workload genuinely warrants the operational complexity.

Notes from a year of lakehouse deployments

What worked, what didn't, and what we'd do differently — across six lakehouse implementations spanning finance, healthcare, and retail.

Hiring senior engineers in 2026: what's changed

What we look for, how we interview, and how the rise of AI coding tools is changing what "senior" actually means in software engineering.

The next decade of enterprise software

Three predictions about how enterprise software will be built, bought, and operated by 2035 — and what they mean for technology leaders today.

Evaluating RAG systems: what we use in practice

Our standard evaluation framework for retrieval-augmented generation systems, with the specific metrics we report to clients and how we calibrate them.

Why we still do weekly engineering demos

A small ritual that pays compounding returns on team morale, client trust, and the quality of work that actually ships. Here's how we run them.

FinOps for engineers who hate spreadsheets

A practical, code-first approach to cloud cost optimization that engineering teams will actually maintain — no quarterly review meetings required.

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Roughly one essay per month on engineering, AI, and the patterns we see across enterprise clients. No marketing, no fluff.