Writing
Notes from building AI and web products.
Voice AIFastAPISystem Design
Building a Real-Time Voice AI Pipeline: STT, LLM, and TTS Working Together
A practical breakdown of what matters when voice input, language reasoning, and speech output have to feel instant.
5 min read
AI AgentsArchitectureArkiti
What I Learned Building a Multi-Agent AI Architecture (Arkiti)
Notes from designing Arkiti as an AI-native product instead of a single prompt wrapped in a UI.
4 min read
BackendFastAPINest.js
FastAPI vs Nest.js vs Express: Choosing the Right Backend for AI Products
A grounded comparison of backend choices when shipping AI-heavy products.
6 min read
FreelanceAgencyDelivery
From Side Project to Client Work: Lessons from Running GCS
What agency work teaches you about delivery, communication, and building beyond the code.
4 min read
System DesignFull StackArchitecture
System Design Basics Every Full-Stack Developer Should Know
The core system design ideas that make everyday product engineering stronger.
5 min read
AWSDevOpsAI Apps
Deploying AI Apps on AWS: EC2, S3, and the Real-World Gotchas
Notes on deploying AI applications when storage, compute, credentials, and provider calls all meet production.
5 min read