---
title: "Real-World Experience - Sanjay Shankar M"
url: https://sanjayshankar.me/tag/real-world-experience/
site: Sanjay Shankar M
---

# Real-World Experience - Sanjay Shankar M

- [How to Install MiroFish: AI Market Simulation Setup Guide (2026)](https://sanjayshankar.me/mirofish-setup-guide-ai-market-simulation/) — Install MiroFish in 15 minutes: clone the repo, set API keys, run a 44-agent AI market simulation for ~$0.01. Step-by-step setup guide for 2026. (2026-03-25)
- [I Simulated My Market Launch Before Writing a Single Line of Code – Here’s What AI (Mirofish) Told Me](https://sanjayshankar.me/ai-market-simulation-mirofish-startup-launch/) — How I used MiroFish AI market simulation to test my SaaS launch with 44 agents, predict objections, and refine positioning before writing any code. (2026-03-25)
- [Pressure Is a Privilege  – A Story From the Week I Became a Developer Again](https://sanjayshankar.me/pressure-is-a-privilege/) — Pressure is a privilege, but it rarely feels that way when you are inside it. Pressure doesn’t always arrive loudly.Sometimes, it walks in quietly… (2025-12-26)