// THOUGHTS_&_ARTICLES

Thoughts & Writing

Deep dives into backend engineering, cloud architecture, AI systems, and developer tooling.

12 May 2026•8 min

Database Isolation Per Feature Branch in Prisma Workflows

Schema conflicts in shared development databases can paralyze engineering teams. Here is how feature-branch database isolation solves this collision problem.

databaseprismamysqldevops

28 Feb 2025•15 min

Building Real-Time Voice AI Agents with Twilio and Deepgram in Node.js

A deep dive into connecting Twilio voice streams to Deepgram transcription engine over WebSockets, routing speech to LLMs, and returning natural speech responses.

nodejsaiwebsocketstwilio

10 Jan 2026•6 min

Scaffolding Production-Ready Node.js Services in Seconds

Standardizing service file structures is essential for scaling backend APIs. How configuring CLI template scaffolding speeds up developers without restricting their flow.

nodejstypescriptcliarchitecture

15 Dec 2023•10 min

Browser-Native Encryption with Web Crypto API and AES-256-CBC

Secure files directly inside client browsers without sending secrets to any server. Exploring Web Crypto API native primitives for fast, local AES-256-CBC encryption.

securityjavascriptcryptography