Systems
7 min
Latency budgeting for AI products that need to feel instant
How to break response time into retrieval, reasoning, rendering, and follow-up loops without losing UX quality.
Blog
Writing about architecture, AI systems, and product-quality engineering
The grid below is intentionally data-driven so it can later be swapped for MDX or a headless CMS with minimal churn.
AI
8 min
Designing observable RAG systems instead of demo-only assistants
A field guide to evaluation sets, retrieval telemetry, and operator feedback layers for production retrieval systems.
Product
5 min
Why premium UX matters for internal tools and developer platforms
Internal software shapes behavior. When the interface is calm and legible, systems become easier to trust.
Engineering
6 min
Architecture diagrams that communicate without turning into wallpaper
Practical heuristics for diagrams that survive handoffs across recruiting, engineering, and leadership contexts.
AI
9 min
Building AI recruiter assistants that answer real hiring questions
The trick is not just adding chat - it is structuring a portfolio so an assistant can reason over it cleanly.
Opinion
4 min
What vibe-coding misses about production systems
Speed matters. So do failure modes, observability, and the boring seams where products actually succeed or fail.