... scratch Why I built it: I do freelance/contract dev work myself, and scope creep is the single biggest silent margin killer in service businesses worse than late payments, because you don't even realize it's happening. Stack: Next.js, Prisma + Neon Postgres, Clerk, Gmail API, multi-provider LLM fallback chain for the scope-comparison engine, deployed on Vercel. Launching Monday. Would genuinely love feedback from anyone who runs an agency, freelances, or has ever eaten a scope-creep loss does ...

... love turning ideas into real products from designing intuitive user experiences to building reliable backend systems, cloud infrastructure, and AI-powered features. Building with: Frontend: React, Next.js, React Native, TypeScript Backend: Node.js, NestJS, REST APIs Database: PostgreSQL, MongoDB, Prisma, Firebase Cloud & DevOps: AWS, Docker, Vercel AI: OpenAI APIs, LLM integrations, RAG, AI agents I've worked on products across fintech, retail, and mobile ecosystems , focusing on performance, scalability, and creating experiences that solve real user problems. Currently exploring ...

... Building in that space ( ada.im ) has basically made me treat confidence as noise until the source is attached. Comment from Raffay Sajjad(@raffay_sajjad): Mine was smaller than most of these. Asked it to add a field to a Prisma schema, it told me the migration ran and moved on. What actually happened was the migration failed silently and the app kept reading from the old cached client. Nothing crashed, it just kept confidently answering questions using data that didn ... ... about the things they didn't check.But I'd go further than just flagging what wasn't checked. I'd want it to default to naming its own confidence level per claim, something like "ran the tests, they passed" versus

... choosing boring, reliable technology for MVPs. For me, Next.js, Tailwind, Supabase, and stripe cover almost everything I need. Comment from Jonathan Monroe(@jonathan_monroe): @dipmala_kumari  My default stack is Next.js, TypeScript, PostgreSQL, Prisma, and Vercel. I've found that keeping everything simple makes iterations much faster. Comment from Chalermpon Ananwattanakit(@vollos): Auth coupling risk is real, but the flip side with Supabase specifically is RLS: it ships permissive by default until you write policies, so plenty of MVPs ...

... Comment from Ghulam Mustafa(@ghulam_mustafa54): Hi everyone! I'm Ghulam Mustafa , a Software Engineer with 5+ years of experience building scalable web and mobile applications. Tech Stack: Javascript, React, Next.js, React Native, Node.js, NestJS, TypeScript, PostgreSQL, MongoDB, Firebase, Prisma, AWS, REST APIs, and AI integrations. I've worked on products across fintech, retail, and mobile ecosystems, focusing on performance, scalability, and great user experiences. I'm currently open to Full-Stack, Backend, Frontend, and React Native opportunities (freelance, remote ...

... tasks they belong to It's free to start, no credit card required. Would love feedback from anyone who's felt the "found out too late" sprint pain and happy to answer questions about the build (Next.js, Prisma, Postgres, xAI Grok + Groq fallback for AI). https://rahnuma.io ...

... unfamiliar device or location. Known devices rely on a secure httpOnly trust cookie to skip the prompt. Purely Cryptographic ($0 API Costs): Instead of using expensive SMS gateways that drain resources, we implemented a custom TOTP engine (otplib + Prisma). Secrets are stored AES-256-GCM encrypted in our Postgres DB, alongside HMAC-hashed, single-use recovery codes. Next.js 16 Stack: The feature is fully built on Next.js 16 (App Router) and React 18. It utilizes temporary session IDs stashed ...

... breaking, and so on. - Vaizle - I work with Vaizle, but it has very easily emerged as my fav platform. Not even lying. I can keep track of ad performance, check what competitors are posting on social. And best part is that I can feed it my own website + competitors

... prefer to review the output of agents, rather than individual actions, and run one or more sessions in parallel. What type of developer are you when working with AI coding agents? For context, when @Kilo Code launched their new @VS Code extension last week , with parallel agents, inline diff reviewer, and multi-model comparisons, some users actually wanted more control back. While the team is working on multiple improvements , like better diffs before you approve and permission flow fixes ... ... Review-as-you-go is slower but the results are coherent. Comment from Vlad Gerasimchuk(@vladsf415): Agent-first, but with one rule: I read every file it touches before it ships. Built 5 Shopify apps with Claude Code Remix, Prisma

... First-party auth with RBAC no third-party auth dependencies Multi-level caching (L1 + L2 + L3) with graceful fail-open 403 tests passing across the entire codebase Screenshots: The stack Next.js 16 React 19 TypeScript PostgreSQL 17 Prisma v7 Redis 8 Docker Vitest Every dependency is intentional. No plugin sprawl. No magic. Where we're at Currently in pre-launch with 470+ early bird signups . Aila 2.0 identity phase is live soul personality, contextual memory, and auto-generating widget catalog ...

... Write a personal note not a review, but what it gave you Draw connections between content and explain why they're linked Share your graph publicly at synaptive.app/u/yourname Tech stack for the curious: Next.js 14, TypeScript, PostgreSQL, Prisma, React Flow, Tailwind, NextAuth, deployed on DigitalOcean with Docker. Would love to hear what you think and if you try it, I'd be curious to see what connections you make. https://synaptive.app ...

... Cal.com scheduling AgentMail email Signbee e-signatures Stripe MPP payments An AI agent can now research a prospect, send outreach, book a meeting, sign a contract, and process payment no human, no GUI, end to end. Built with: Next.js, Prisma, BetterAuth, Resend, and a lot of late nights. Happy to answer anything about building for agents, the e-signature space, or going solo ...

... backend, to test the loop: tasks + a human nudge, not another generic to-do app. Stack: Flutter (Dart) on the client, NestJS (TypeScript) on the backend, Supabase (Postgres + Auth) for database and authentication; CI/CD via Codemagic, deploy on Railway, Prisma ORM, BullMQ + Upstash Redis for async jobs. Question for the community What breaks your momentum more often: fear of doing it badly, too much on my plate, or having zero external accountability ...

... developer. My "co-founder" is AI. It wrote 90% of the code. Although it was expensive, I used OpenClaw + Codex + Opus. The hardest part wasn't the tech it was staying focused on what actually matters to users vs. what I thought mattered and looked cool lol Happy to hop on a call! Comment from Yukendiran Jayachandiran(@yukendiran_jayachandiran): Building LucidExtractor -- an AI-powered web scraping and SEO analysis platform. Solo founder, bootstrapped. The stack: Backend: Python/FastAPI on Google Cloud ... ... because they validated with surveys instead of money. Stack is intentionally boring: Next.js, Supabase (auth + DB), Vercel for hosting, Stripe for billing. The interesting part is the research engine underneath we scrape job boards, Reddit pain threads, and competitor

... Wsup Product Hunt I built Collectify as a small side project because I wanted a simple, open-source way to create and share personal collections - books, movies, games, or basically anything. It s built with Next.js and Prisma. You can run your own instance, check out the code, or contribute on GitHub. The project is fully open-source if you find it useful, feedback and GitHub stars are always appreciated Happy to answer any questions ...

... full-stack web application for managing medical laboratory operations, built with modern technologies and deployed as a cloud SaaS solution. Key Achievements: I developed a comprehensive LIMS (Laboratory Information Management System) Implemented multi-tenant architecture with Neon PostgreSQL and Prisma ORM Designed PDF report generation with customizable branding and e-signatures Integrated WhatsApp API for automated result delivery to patients Tech Stack: Next.js 14, TypeScript, Prisma

... been working on Kairox Analytics a lightweight, privacy-first alternative to Google Analytics. I wanted something that: Doesn t need cookie banners Respects user privacy by default Works well with modern stacks (Next.js, Edge, Serverless) So I built Kairox open-source and self-hostable . Tech stack: Next.js 15, Prisma

... user-provided error classes in custom mappers (Zod, Joi). Added the ability to enable only selected mappers via configuration, reducing unnecessary checks. Added rate limiting for the logger. Fixed incorrect logic in the express-validator mapper. Expanded supported Prisma errors: P2005, P2006, P2007, P2011, P2027. Improved validation logic for mongoose and sequelize mappers. What does this mean? Starting from version 1.8.0 and above, you can choose which mappers are enabled, so unused mappers are not processed, improving performance. This version ... ... remain dependency-free. Allowing custom error classes keeps this advantage while enabling more precise checks. Previously, built-in loggers had no rate limiting, which could lead to crashes or freezes. This issue has now been resolved. Small improvements New Prisma

... Released v1.7.0 of ds-express-errors. What s new: Added express-validator error mapping Improved Mongoose and Prisma error checks Safer setConfig validation Logger bug fix and internal refactoring Docs and changelog Comment from Diana Stoyka(@dianastoyka): Update v1.7.1 January 7, 2026 This patch release focuses on security, stability, and edge-case fixes discovered shortly after v1.7.0. Security Fixed a log injection vulnerability in the internal logger Fixes & Improvements Improved validation checks for setConfig to prevent invalid configurations Fixed ...

... added after all routes, so error handling logic is not duplicated across the app. Preset standard HTTP error classes like 4xx, 5xx that can be thrown directly from handlers. Automatic mapping of common library errors such as Zod, Joi, Prisma, Mongoose, Sequelize and JWT into consistent HTTP responses. Support for async and await errors so rejected promises are handled safely. Built-in logging with optional integration of external loggers like Winston or Pino . Full customization of error responses and formats ...

... included: - 1000+ prompts, instructions, agents, and MCP servers - Categories: code review, debugging, documentation, refactoring, etc. - Full-text search with filters - Community voting system Started with content from awesome-copilot, now growing through community contributions. Built with Next.js 15, Prisma, and server-side rendering. What's next: - More community contributions - Better search and filtering - API access (maybe?) If you use Copilot, I'd love your feedback: https://copilothub.directory What would make this more useful ...

... faster test runner that saves you 30 seconds per run 10x better: Hot module replacement that eliminates the wait entirely (Vite) 2x better: A nicer way to write database queries 10x better: An ORM that eliminates SQL entirely (Prisma, Django ORM) 2x better: Better syntax highlighting in your editor 10x better: AI that writes the code for you (GitHub Copilot) 2x better: Encrypted .env files you can commit 10x better: ...we're still figuring this one out The Problem ... ... today. We're building toward 10x better. And we're doing it by solving the fundamental problem: AI tools don't remember. Projects do. Where We Are Now (The Foundation): 1. Universal Platform Support Works with Claude Desktop, Cursor, VS

... small tool to solve something I kept running into: I plan most of my projects, dashboards, and MVPs in Notion but when it s time to build, I end up manually recreating the schema in Firebase, Supabase, or Prisma. Rewriting fields, guessing types, cleaning mock data It adds friction I wish I could avoid. So I built a tool that connects to your Notion workspace and lets you: View all your Notion databases in one place Clean mock/test data Export ... ... full schema (SQL, Prisma

... small tool to solve something I kept running into: I plan most of my projects, dashboards, and MVPs in Notion but when it s time to build, I end up manually recreating the schema in Firebase, Supabase, or Prisma. Rewriting fields, guessing types, cleaning mock data It adds friction I wish I could avoid. So I built a tool that connects to your Notion workspace and lets you: View all your Notion databases in one place Clean mock/test data Export ... ... full schema (SQL, Prisma

... back much less expensiveI keep a short handoff note per agent task: goal, files touched, and the next risky assumption. It is boring, but it makes switching back much less expensive. Comment from StructureIntelligence(@structureintelligence): I think the Cursor vs Claude Code split is less about one replacing the other and more about where you want control to live. Cursor feels better when I need to understand and steer the diff inside an IDE. Claude Code feels better for deep ... ... that manually after the agent builds the first version, or if you expect the coding tool itself to own more of that boundary. Comment from Juan Pablo Castro(@juanpablocastro19): Different enough that I'd frame it as terminal-native vs