Cloud & Infrastructure
Private Networking for AI Services: Avoiding Latency Traps
Optimize AI service performance with private networking strategies to reduce latency and ensure secure, scalable deployments.
Blog
Thoughts on AI engineering, backend, frontend, and building modern software.
MLOps
Practical MLOps Lessons for Real-World AI Systems
Master MLOps challenges with real-world strategies and engineering judgment. Learn from my experiences building production AI systems.
LLMs
Practical Lessons in LLMs: Real-World Tradeoffs and Implementation Pitfalls
Building production systems with large language models requires balancing speed, cost, and reliability. Learn concrete strategies for deployment, optimization, and avoiding common pitfalls.
Prompt Engineering
Mastering Prompt Engineering: Real-World Lessons for AI Engineers
Real-world lessons on prompt engineering for AI engineers, software builders, and technical founders.
Cloud & Infrastructure
Practical Lessons in Cloud & Infrastructure for AI Engineers
Real-world challenges and design patterns for building scalable, cost-efficient, and production-ready AI systems
AI Engineering
Practical AI Engineering Lessons from Building Production Systems
Learn real-world tradeoffs, failure modes, and design decisions from a senior engineer building AI systems at scale.