A security researcher built a deliberately vulnerable book review app and spent $1,500 testing whether large language models could hack it by exploiting Firebase misconfigurations. GPT 5.5 solved the …
A developer has built DeepSpace, an SDK designed to replace the fragmented web development stack that coding agents struggle to assemble. The SDK consolidates auth, database, realtime, storage, AI, pa…
AI for biology faces a fundamental challenge because drug discovery lacks the clean, typed interfaces that make machine learning powerful in software development. Unlike software APIs where outputs ar…
A developer built **One**, an AI platform that parses resumes to generate personalized coding assessments and career roadmaps. The platform uses OpenAI's GPT-4o and Files API with a two-step prompt th…
MigraDiff v1.3.0 now offers AI-powered migration explanations in plain English, detailing each change's risks and safer alternatives for destructive operations, powered by Claude Haiku with user-provi…
A developer who built PDF Pro AI, a WebAssembly-based PDF editor and AI document analyzer, migrated from Supabase Storage to Vercel Blob Storage after Supabase's free-tier inactivity detection repeate…
A 2026 survey by Hackceleration found that over 60% of AI-generated prototypes never ship to production, with database configuration, authentication flows, and deployment infrastructure cited as the m…
A developer built Bugloo, a free AI code reviewer for students that analyzes code snippets for bugs, style issues, and improvements using FastAPI, Supabase, and Groq's llama3-70b-8192 model. The proje…
The developer behind Spanlens, an open-source LLM observability platform, migrated the platform's `requests` table from Supabase Postgres to ClickHouse after recognizing that the insert-heavy, append-…
A developer built and hand-writes five daily word puzzles at dailyworder.com, including Pyramid, Fourbe, Spying Bee, Invertle, and Totum. The puzzles are built solo using Vite, React, TypeScript, Supa…
An 11-year-old developer in India launched Aries AI, a free browser-based AI abacus tutor built solo using OpenAI, Supabase, Render, Razorpay, and Netlify. After cross-posting to ten platforms, the pr…
Supabase reported a typosquat package named `supabase-javascript` on npm that mimicked its official package to phish developers, which npm removed hours later after it had already accumulated real dow…
A CA Final cleared student from Mumbai, Aakash, has built and shipped three live software products in six months without any coding background, using AI tools like Claude and Cursor to write the code.…
The Hive, a free collective knowledge layer for AI agents, handles concurrent writes to shared memory by accepting eventual deduplication rather than atomic uniqueness. When two agents write near-iden…
The article describes how the author built "PushSafe," an AI tool that automatically reviews every pull request (PR) on GitHub by posting inline comments on code diffs. It was created because the auth…
SecureScan is a privacy-focused web tool that converts text and images into QR codes with a strict 120-second expiration, using Supabase's cryptographic Pre-Signed URLs for access control and a Node.j…
The article evaluates AI app builder platforms that provide integrated backend, database, authentication, and hosting from a single prompt, moving beyond typical "full-front-end" tools. It highlights …
The article argues that while AI tools like Claude Code can quickly generate functional software, they currently fail to create products with good user interface, user experience, and security. The au…
The article describes the development of FindMyFuel, a cross-platform fuel finder app built by a solo developer using React, Supabase, OpenStreetMap, and Capacitor. The app allows users to locate near…
The article details the technical stack and development process behind Keyvello, an AI faceless video generator that creates short-form videos from a prompt in 2–5 minutes. The stack includes Next.js,…