What’s worth building?
Scroll to explore
- SOFTWARE
Building full-stack products and the systems that make them work.
- ARTIFICIAL INTELLIGENCE
Exploring how intelligent systems can become part of the things we build.
- IDEAS
Following interesting questions, trying things out, and seeing where they lead.
What I’m figuring out
Less about having answers.More about exploringbetter questions.
The work sits around software engineering, AI, and the ideas that connect them. Some projects become products, some become experiments, and some simply become lessons worth sharing.
Maintenant
Something currently being
- built.
- understood.
- followed.
built
A leaner way to run AI agents
We have been burning through a lot of tokens letting AI agents do work that doesn’t always need a full LLM pass. I am currently exploring and building an approach to make agents more token-efficient and cost-aware using lightweight classification, deterministic logic, and selective LLM calls instead of sending everything through an expensive model.
understood
A new approach to using AI for classification. Currently exploring how far a simple yes/no decision can take us, where it makes sense to use, and whether it can reduce some of the cost of running AI agents.
followed
Interfaze serves 50 million monthly requests while running its APIs, model routing, tools, and long-running jobs on Vercel. What caught my attention is how they handle provider failures, test new model versions, and route traffic without having to manage separate backend infrastructure.
Featured Blogs
- Fundamentals4 MIN · NOV 2023How Does the Internet Work?
- System Design5 MIN · APR 2024Load Balancers in System Design: Keeping Traffic Flowing Smoothly
- Infrastructure4 MIN · JAN 2025Docker: Containerization Demystified
- Practice4 MIN · JUN 2024The Saga of DevOps
- Reliability4 MIN · JAN 2025The Art of Downtime
Community
In Community
Building is only one part of it. The rest is sharing ideas, learning from others, and being around people who are building too. Community has been part of that and still is.
ExploreThe approach
Every concept connects.
Every system completes.
First Principles
Start from the fundamentals, not from whichever framework happens to be trending this quarter.
In Practice
Every concept lands with a worked example — something you can run, break, and reason about.
Full Circle
From the whiteboard sketch through to the thing actually running in production.