Coverage Before Creativity: The RAG Gate That Keeps My Blog Pipeline Honest
The first failure I had to eliminate in the blog pipeline was not a bad paragraph. It was a bad evidence set. The system was finding a few nearby chun…
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How I Built a 300+ Chapter Coding Platform with Angular SSR + Supabase (Solo, Free-Tier)
I recently opened up DevInHyderabad, a free coding-course site with 300+ chapters across 7 courses. I built it solo, part-time, entirely on free tiers…
Supabase vs Firebase
Both Supabase and Firebase promise the same thing: a backend you don't have to build, with auth, a database, storage, and real-time out of the box. Th…
I Built a Coin Ledger That Guilts Customers Into Coming Back 🧇
A few months ago I sat down to add "loyalty points" to Glazed, my waffle kiosk brand. Simple, right? Add a points column to the users table, increment…
Self-Hosting Supabase on a Linux Server
Supabase has become one of the most popular open-source alternatives to Firebase, bundling a Postgres database, authentication, auto-generated REST an…
Supabase Shopify Backend: Side-Car Architecture (2026)
For high-volume merchants, relying solely on Shopify metafields to store relational data or custom customer records is an architectural dead end. A de…
How I Built Pathway AI: A Full-Stack SaaS Platform in 1 Month
How I Built Pathway AI: A Full-Stack SaaS Platform in 1 Month I built Pathway AI , a SaaS platform for international students planning their study abr…
Supabase RLS Policy Design Patterns Beyond the Basics
Supabase RLS Policy Design Patterns Beyond the Basics Row Level Security is one of the most powerful features in Supabase — and one of the most misund…
I Cut My Next.js + Supabase App Load Time by 73% - Here Are the 5 Techniques That Actually Worked
I Cut My Next.js + Supabase App Load Time by 73% - Here Are the 5 Techniques That Actually Worked Last month, our SaaS dashboard was embarrassingly sl…
Add Video Processing to Your Vercel + Supabase App in 10 Minutes
Originally published at ffmpeg-micro.com Most Vercel + Supabase apps hit the same wall: a user uploads a video, and you need to do something with it. …
Building an AI-Powered SaaS with Nuxt 3 + Supabase: Full Architecture Breakdown
Last week I built an AI-powered content repurposing tool called MultiPost. You write one article, it generates platform-optimized versions for Twitter…
How I Built an AI News Brief with Next.js, Supabase, Vercel, and GPT-4o-mini
Over the past few months, I have been building a small AI news brief called DeepSignal . The idea started from a simple personal frustration: I was re…
Equip: an open-source LMS for Bible schools — bilingual, scripture-aware, 4 weeks of real users
TL;DR. Equip is a free, open-source LMS built for Bible schools and small ministries. MIT-licensed. Bilingual Russian↔English out of the box — the sam…
I asked ChatGPT for free status page tools. It didn't mention mine. Here's the Next.js + Supabase build behind that zero.
Twenty-four hours after I swapped Supabase Auth's default SMTP for Resend, my first real user signed up. I'll call him K. I emailed him three question…