Insights
Engineering notes and ideas
Writing on AI engineering, cloud, and building intelligent software.
1 min read
Building production-ready RAG systems
Retrieval-augmented generation is easy to prototype and hard to ship. Here is how we make RAG reliable, fast, and cost-aware in production.
- AI
- RAG
- Engineering
1 min read
What we learned shipping AI agents
Agents promise autonomy, but production teaches humility. Lessons on tools, observability, and knowing when not to use an agent.
- AI
- Agents
- Engineering
1 min read
Cost-aware AI engineering
AI features can quietly become your largest cloud bill. A practical guide to shipping fast without runaway costs.
- AI
- Cloud
- Cost