---
title: "How Mike Lyndon is using Supabase to accelerate development of AllPullTogether"
description: "A collection of case studies outlines how diverse engineering teams adopt Supabase across various infrastructure, authentication, and database workloads. Companies like Good Tape and Shotgun achieved substantial cost reductions between 60% and 83% by migrating to Supabase managed Postgres and authentication services. For security and data access control, Quilia reduced development time by 75% leveraging Supabase Data API alongside Row Level Security features. In machine learning applications, organizations such as Firecrawl, Berri AI, and Quivr utilize Supabase Vector for PostgreSQL vector embeddings rather than standalone vector databases. Additional migrations include Mobbin transferring 200,000 users from Firebase for authentication, while teams like Replenysh implemented one-time password workflows in under 24 hours."
---

# How Mike Lyndon is using Supabase to accelerate development of AllPullTogether

[Supabase](https://yomu.fyi/company/supabase) · May 26, 2022

**Type:** Explainer

## Summary

A collection of case studies outlines how diverse engineering teams adopt Supabase across various infrastructure, authentication, and database workloads. Companies like Good Tape and Shotgun achieved substantial cost reductions between 60% and 83% by migrating to Supabase managed Postgres and authentication services. For security and data access control, Quilia reduced development time by 75% leveraging Supabase Data API alongside Row Level Security features. In machine learning applications, organizations such as Firecrawl, Berri AI, and Quivr utilize Supabase Vector for PostgreSQL vector embeddings rather than standalone vector databases. Additional migrations include Mobbin transferring 200,000 users from Firebase for authentication, while teams like Replenysh implemented one-time password workflows in under 24 hours.

## Context

Organizations across various industries seek to reduce database infrastructure costs, accelerate product development, and replace legacy databases or authentication systems.

## Approach / What changed

Teams adopted Supabase managed Postgres, Data API, Row Level Security, Supabase Auth, and Supabase Vector to deploy applications, migrate user accounts, and manage vector embeddings.

## Takeaways

- Quilia decreased development time by 75% by utilizing Supabase's Data API and Row Level Security features.
- Migrating to Supabase delivered significant cost reductions, including an 83% drop in data infrastructure costs for Shotgun and a 60% reduction for Good Tape.
- AI and database migrations include Firecrawl switching from Pinecone to Supabase Vector for PostgreSQL embeddings, and Mobbin moving 200,000 users from Firebase.

**Tags:** [Authentication](https://yomu.fyi/topic/authentication), [Migrations](https://yomu.fyi/topic/migration), [Postgres](https://yomu.fyi/topic/postgres), [Scalability](https://yomu.fyi/topic/scalability)

- Source: [Supabase](https://supabase.com/blog/how-supabase-accelerates-development-of-all-pull-together)
- Source URL: https://supabase.com/blog/how-supabase-accelerates-development-of-all-pull-together
- Ingested by Yomu: 2026-08-27T20:00:45.615Z

[Read original post](https://supabase.com/blog/how-supabase-accelerates-development-of-all-pull-together)