A developer discovered that 80 impressions on their blog came from searches for a fictional company, TechFlow Solutions, which was invented in a TypeScript file and used as an example in AI-generated …
An engineer tested 100 Model Context Protocol (MCP) servers to identify the 12 worth installing. The MCP ecosystem has grown to nearly 20,000 servers, with major adoption across tools like Claude Code…
Suhas Bhairav released AICoS, an open-source AI Chief of Staff workspace that turns department-level CSV uploads into live dashboards, Slack-derived action items, and board-ready PDF reports. The tool…
Moltbook exposed 1.5 million API authentication tokens in a January security breach due to a misconfigured Supabase backend, according to security firm Wiz. The breach, which also leaked 35,000 email …
A developer built a complete RAG system from scratch using pgvector, Gemini embeddings, and MCP, covering setup, indexing, ingestion, search, and multi-step agents. The series concluded with deploymen…
A developer built and deployed a Retrieval-Augmented Generation (RAG) system to the cloud using Render and Supabase. The system uses pgvector for vector search and is accessible via an MCP server host…
A developer built a RAG system from scratch using pgvector and Gemini embeddings, explaining design decisions such as choosing pgvector over dedicated vector databases, using 768-dimensional embedding…
A developer built a RAG (Retrieval-Augmented Generation) system from scratch using pgvector and Google Gemini, implementing a full pipeline for embedding, vector storage, and semantic search. The proj…
Developer Sorin launched Tamadoggo, a warm AI-powered pet journal app that logs health, food, and memories without clinical guilt. The free tier is complete, with Pro offering extras like multi-pet su…
PreFlight, a local AST background daemon, MCP server, and VS Code extension, launches to block hallucinated code, broken Supabase RLS policies, and silent schema drift in real-time. The tool offers a …
Promptetheus, a new debugging infrastructure for AI agents, launched with a Python SDK, local replay tooling, and hosted trace delivery. The tool enables developers to trace, detect, and auto-repair a…
A client is seeking an experienced NLP/LLM engineer to build the first RAG-based localization engine for a low-resource South American language within 10 weeks, with full IP transfer and a budget of €…
Inithouse's Audit Vibe Coding tool has identified seven recurring security vulnerabilities in AI-generated applications after scanning hundreds of projects. The most common issues include hardcoded cr…
PGlite, a Postgres compiled to WebAssembly, has reached 10 million weekly npm downloads, driven by adoption for local development, AI applications, and testing. Major platforms including Prisma, Fireb…
OpenAI and Azure OpenAI's JSON mode endpoints cannot correctly emit escaped Unicode characters like é, instead producing NUL bytes that break systems such as PostgreSQL. The constraint is undocumented…
Average Database (AvgDB) has launched its open-source data platform, claiming it is the most performant, secure, scalable, reliable, and freest option for developers. The platform, built in Rust, offe…
AI-powered systems in production face critical security vulnerabilities, including prompt injection and tool-based exploits, as demonstrated by real-world incidents in 2025 such as a Supabase agent da…
Hacktron researchers discovered critical vulnerabilities in Metabase Cloud that could have allowed attackers to compromise all cloud tenants. By exploiting flaws in H2 database connection handling and…
A developer compared AI app builders Lovable and Velra for Stripe integration. Lovable excels at generating polished React apps and can scaffold Stripe checkout, but full subscription billing usually …
A developer built Pathway AI, a full-stack SaaS platform for international students, in one month using Next.js, Supabase, and TypeScript. The platform features student profiles, visa checklists, SOP …