dipankar
Services Projects Articles About
Contact
dipankar
Services Projects Articles About Get in Touch
Home / Tags /Production
Production

4 articles

AI Engineering · Jun 29, 2026

AI Agent Safety: The Substrate Pattern in Practice

How to implement the Substrate Pattern for AI agent safety in production. The layer below the model that decides what the agent is allowed to do.

AI Agents Substrate Pattern AI Safety
AI Engineering · Jun 29, 2026

Federated Learning Implementation: A CTO's Guide

How to implement federated learning in production. Framework selection, data partitioning, privacy mechanisms, aggregation, and deployment. The consulting practice of the Fed-Focal Loss author.

Federated Learning Privacy ML Engineering
AI Engineering · Jun 29, 2026

How to Take a Lovable Codebase to Production

A practical guide to taking an AI-generated codebase (Lovable, Bolt, v0, Cursor) to production. Code audit, Supabase RLS hardening, deployment, observability, and compliance.

Lovable Bolt v0
AI Engineering · Jun 29, 2026

Rust for Production AI: Why and How

Why Rust is the right choice for production AI infrastructure. Performance, safety, and the ecosystem. A practical guide from the founder of Neul Labs.

Rust AI Performance
dipankar

Fractional CTO & Technology Consultant. Helping companies build technology that scales.

Navigate

  • Services
  • Projects
  • About
  • Articles

Topics

  • Fractional CTO
  • Forward Deployment
  • Team Transformation
  • Infrastructure & Scalability
  • Data Engineering
  • E-commerce

Connect

  • Twitter / X
  • GitHub
  • LinkedIn
  • Email

© 2026 Dipankar Sarkar. All rights reserved.

Built with Astro