Sequo, a new developer tool launched on Hacker News, automatically writes project plans and decisions into files that AI coding agents read, providing one prompt per step to prevent agents from forget…
Liquid types can act as a behavioural sandbox for AI agents, addressing the limitations of current permission systems and mitigating the 'lethal trifecta' attack surface, according to a technical post…
A multi-tenant B2B SaaS was built in a 92-hour AI-augmented engineering sprint, with 91,344 tracked repository text lines, 50 canonical forward-only PostgreSQL migrations at Release 1.5, 527/527 autom…
A CS and Mathematics student from Ujjain, India, built and deployed LARA, a lightweight computer vision API that runs YOLOv8 nano on a CPU-only server, eliminating the need for GPUs. The API, built wi…
Lakshman Pandey has shipped a production retrieval-augmented generation (RAG) system for UK arts and culture clients that implements NIST AI Risk Management Framework controls. The system uses Claude …
A developer used Cursor and Claude 3.5 Sonnet to build a full-stack Task Tracker app in under an hour, finding that providing a .cursorrules file and using iterative prompting with vertical slices red…
A developer built NexusOS, an AI workspace with research, document Q&A, and AI agents, in a weekend using Cursor. The project encountered production issues including missing database migrations, build…
Developers are shipping Model Context Protocol (MCP) servers for security auditing and self-hosted analytics, with new implementations including Supabase RLS policy verification and the Gnat analytics…
A developer built a calorie tracker for Garmin watches using ChatGPT to identify food from photos, Supabase for storage, and the Garmin Connect SDK for the watch face, with a web dashboard for detaile…
A developer building a distributed AI workflow with Groq, Streamlit Cloud, and Supabase reports that connection drops, such as httpx.ConnectError, caused a 'Red Screen of Death' in their admin dashboa…
A developer released a prompt for Claude and Codex agents that automatically verifies Row Level Security (RLS) policies on every table in a Supabase project, aiming to help developers check database s…
A 16-year-old developer building Lawyie, a legal tech platform under Sunverse AI, encountered an httpx.ConnectError in the admin dashboard, prompting a defensive coding approach to handle distributed …
PandaOS, a new local AI workstation, aims to unify code, tools, and AI agents into one environment for builders, reducing app-switching and context loss. The product, opening to a limited group of ear…
A developer built RSS Atlas, a directory of 2,907 RSS feeds across 19 languages and 37 categories, and exposed it to AI tools via an MCP server. The server, running on Cloudflare Workers, Supabase, an…
A developer built a deterministic SQL-based audit for Supabase Row Level Security, wrapped in a prompt that instructs the model to run exact queries against Postgres catalogue views rather than invest…
A developer building Sereinly, a privacy-focused AI product, clarified that while the service claims not to store user messages, account and usage data necessarily persist for the SaaS to function. Th…
A developer launched IAcademy, a Spanish-language AI education platform with over 160 static HTML guides, and shared the architecture and SEO results after three months. The site, built with Next.js a…
Blacksmith, an AI code-testing startup founded in 2024, raised a $45 million Series B led by Peak XV Partners, valuing the company at $550 million, nearly 10 times its previous $60 million valuation f…
Applighter, a two-person team selling React Native templates, has published 118 blog posts without hiring any writers by building an automated pipeline that uses Claude Code for drafting and a webhook…
A developer has released a free red/green fixture and a set of nine SQL checks to help Supabase developers test row-level security (RLS) policies before shipping. The fixture, available on GitHub, run…