// THOUGHTS

Thoughts

Deep dives into backend engineering, DevOps, AI integrations, and security tooling.

·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
·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
·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
·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