AINov 12, 2025 8 min read
Designing Production-Grade RAG Systems in 2026
RAG has moved past prototypes. Here's how we architect retrieval, evaluation and observability for enterprise-grade systems.
Blog & Insights
Ideas from the frontier of AI engineering.
Hard-won lessons, patterns and opinions from our work in AI, data platforms, cloud, and modern software.
AI
DataOct 28, 2025 6 min read
Lakehouse vs. Warehouse: A Pragmatic 2026 Take
Lakehouses are not a silver bullet. We share when to use each and how to combine them for cost and velocity.
DevOpsOct 14, 2025 7 min read
Platform Engineering: Golden Paths That Actually Work
How we build internal developer platforms that engineers love — pragmatic patterns, anti-patterns, and KPIs.
CloudSep 30, 2025 9 min read
FinOps for AI Workloads — A CTO's Guide
GPU spend can spiral fast. Here's a battle-tested playbook for governing AI infrastructure costs.
AnalyticsSep 16, 2025 5 min read
The Metrics Layer Is the Single Source of Truth
Why semantic layers are the missing piece for trustworthy BI — and how to roll one out without disrupting teams.
MobileAug 22, 2025 6 min read
Offline-First Mobile Apps for Emerging Markets
Patterns for resilient sync, conflict resolution and battery-friendly performance on flaky networks.