... launched Workspai on Product Hunt today and wanted to share it here. The problem we kept running into: every AI session starts from zero. You re-explain your stack, layout, and conventions every single time. Workspai is a free VS Code extension that reads your backend workspace before every AI prompt project structure, installed modules, git changes, and team conventions and injects it automatically. Works with GitHub Copilot, no extra subscription. Would love feedback from anyone building backend systems with ... ... FastAPI

... amirbraham): Hey Ryan, solo founder here. Building Clinch ( clinch.land ), an AI job-search copilot: parses your resume, ingests jobs daily, ranks them against your profile with hybrid semantic + keyword search, and can auto-apply in the background. Stack - Backend: FastAPI + Celery, Redis as broker + pubsub, Postgres on Supabase with pgvector for hybrid search. I didn't overthink too much the vector database here since the data is already stored on supabase. Still experimenting with the embedding models though - Frontend: React ... ... Vite + TS + shadcn, TanStack Query, types generated from the FastAPI

... RustAPI is a Rust web framework inspired by FastAPI but built for a modern, native Rust runtime with first-class OpenAPI 3.1 and validation. This release is a focused quick wins iteration that closes several must-have gaps across runtime, WebSockets, OpenAPI correctness, and docs while also tightening the dependency surface. What s new in v0.1.333 True dual-stack runtime (done): RustApi::run_dual_stack now runs HTTP/1.1 (TCP) and HTTP/3 (QUIC/UDP) simultaneously. WebSocket permessage-deflate (done): real parsing + parameter ... ... crates/rustapi-openapi/src/ tests.rs : traversal coverage tests docs/ ARCHITECTURE.md + cookbook + openapi README: doc alignment Commits ca238ac chore(quick-wins): reduce dependency surface + align native OpenAPI docs dcb0e8b feat(core/ws/openapi): complete quick-wins must-haves Who is this for? Rust devs who want FastAPI

... system for HTTP requests. Why it matters When a bug only happens in production, try to reproduce it becomes the bottleneck. With Replay, you can record real requests , replay them locally or in staging , and diff the new response vs the recorded one instantly. What s included in v0.1.300 ReplayLayer middleware for automatic request/response recording Stores: InMemoryReplayStore + FileSystemReplayStore Admin HTTP routes to list, replay, and diff entries ReplayClient for programmatic replay testing Security: disabled by default ... ... bearer token required , sensitive header/body redaction, configurable TTL + cleanup via RetentionJob CLI: cargo-rustapi replay commands (list/show/run/diff/delete) Install the CLI: cargo install cargo-rustapi --features replay If you re building APIs that power agents / real-time systems and you want FastAPI

... freemium, local-first model to support the React/Next.js community even during internet outages. What s new? Local LLMs: Transitioned to self-hosted Dolphin3 on Ollama to keep costs at zero for users. Architecture Rebuild: Refactored the entire system using FastAPI and Qdrant for better scaling. We are looking for contributors! We are currently optimizing our FastAPI

... everyone I just launched my second product on Product Hunt: FastAudit .io It s an AI-powered tool that scans any website in under 2 minutes and gives you a full audit covering: SEO optimization (meta tags, performance, structure) Grammar and language quality GDPR & CCPA compliance Cookie consent & tracking analysis Missing legal pages like Terms and Privacy Policy No account needed. Just enter a URL and get instant, actionable results. Completely free ...

... been building web products for over 10 years, blending strong backend architecture with clean, responsive UIs. Currently working with: Tech Stack: Backend: Python (FastAPI, Django), Node.js Frontend: React, Next.js DB: MongoDB, PostgreSQL DevOps: Docker, CI/CD, Kubernetes GenAI: OpenAI, LangChain, RAG pipelines What I Do: Build MVPs for startups Design scalable APIs and microservices Automate workflows and internal tools Create backend for AI products Recent Projects: AI Copilot that converts text into working APIs DNS automation engine for devops teams Chat ... ... real pain points Let s connect if you re building something cool or need a dev who ships fast Contact on : vishu242@live.com Comment from Soul Lenz(@eliza_pogorilska): Welcome on Product Hunt! Happy to connect! Comment from Vaibhav Sharma(@vsvaibhav2016

... coding is seeing an idea take shape rapidly. But how often does that "shape" end up being a frontend-only prototype, and the dream of a fully functional app with your preferred tech stack (say, Next.js + PostgreSQL, or React + FastAPI) feels like a whole separate, slower project? At Proofs , we're exploring how AI agents can bridge this gap, generating not just UIs but the entire underlying application structure, including backend logic and database setup, using popular open-source stacks ... ... seeking your honest feedback: When you're vibe coding, how important is it for the initial build to be on a specific "production-ready" stack versus