A developer detailed a "Constraint-First" prompting workflow for Cursor after a race condition in a Next.js 15 project led Claude 3.5 Sonnet to introduce three new bugs while attempting fixes. The dev…
A production field guide published in 2026 argues that the PAOVR Loop — Plan, Act, Observe, Verify, Repair — is the control pattern that consistently finishes real agent work, synthesizing ReAct (Yao …
A developer built MindArena, an AI-powered quiz platform that supports both solo practice and live multiplayer contests, using React, Supabase, and n8n workflows instead of a traditional backend serve…
A developer argues that the classic IaaS/PaaS/SaaS model no longer reflects how code runs, proposing a revised two-stack diagram that drops SaaS entirely and separates the question of whether a worklo…
Supabase began rolling out Notebooks on September 2, 2026, a feature preview that replaces the SQL Editor's single-query scratchpad with a document mixing runnable SQL cells and markdown notes, accord…
Tripwire, an open-source sandboxed security scanner for AI skills and MCP servers, is now available on GitHub, enabling technical teams to discover and scan targets in an isolated Modal sandbox, store…
Supabase is now available as a prebuilt connector in Google Cloud Gemini Enterprise, allowing users to query and take action on Supabase projects using natural language. The connector is available acr…
A renovation of a vibe-coded education app built with Lovable revealed that while the code was readable, the reasoning behind it was missing, according to engineer Yves Habchy. The app, which scores s…
A developer argues that the cost of turning an idea into production-ready software has collapsed, making it an ideal time to build SaaS products. The post highlights mature frontend frameworks, backen…
RapidNative's fullstack AI app builder now generates complete data-entry pipelines for React Native forms, including SQL migrations, RLS policies, and Supabase inserts, from a single prompt. The tool …
A developer built Retro Dynamics Agent, an app that generates and facilitates retrospective activities, using the AI coding agent Claude Code for most of the design, implementation, and debugging. The…
A developer built Funded, a student-focused crowdfunding platform that uses AI to make educational fundraising more human and accessible. The React and TypeScript app integrates Supabase for data stor…
Supabase's Row Level Security (RLS) is essential for protecting AI-built mobile apps that expose the anon key in client bundles, as it ensures users only access their own data. The post demonstrates h…
A developer has published a technical guide for building a multilingual voice AI sales agent for ecommerce, combining Vapi's voice gateway, Shopify's GraphQL API, OpenAI's GPT-4 for conversation, and …
A developer built PixRestorer, an AI photo restoration web app using Next.js, Supabase, and Replicate, and detailed the engineering challenges in a technical walkthrough. The app runs statelessly on C…
Supabase will retire its logs.all Management API endpoint on September 23, 2026, replacing it with an endpoint that only accepts ClickHouse SQL, according to a changelog post published July 23. The ch…
A developer built an Apify Actor that uses MCP connectors to write scraped product data directly into third-party services such as Notion or Supabase, eliminating the manual step of copying data from …
A developer integrated MCP connectors into a G2 software reviews scraper on Apify Store, enabling it to check a user's database for new reviews and write digests without holding credentials. The compa…
A new measurement of MCP servers shows tool-definition weight varies by more than 30x across popular servers, with Notion's 24 tools costing about 19,050 estimated tokens versus a one-tool fetch serve…
A new system called BountyDesk uses an LLM agent to automate bug bounty triage while requiring human approval before any verdict is published, built on the TrueForge agent harness and Daytona sandbox.…