---
title: "Developer Productivity - Sanjay Shankar M"
url: https://sanjayshankar.me/tag/developer-productivity/
site: Sanjay Shankar M
---

# Developer Productivity - Sanjay Shankar M

- [How SocratiCode Slashed Our LLM Token Costs by 78% While Building a Complex Flight Data Platform](https://sanjayshankar.me/socraticode-llm-token-savings-case-study/) — Real case study: how SocratiCode cut LLM token costs by 78% in a NestJS + Next.js monorepo, saving 79% tokens and 22.5 dev hours with smarter codebase context. (2026-06-04)
- [How I Use Small AI-Powered Internal Tools to Improve Team Productivity (Without Extra Cost)](https://sanjayshankar.me/ai-powered-internal-tools-for-team-productivity/) — Learn how I built AI-powered internal tools for team productivity using Discord and open-source automation—without adding new tools or extra cost. (2026-01-20)