@aayushwanve40434

CodeScope AI is an AI-powered code review intelligence platform built with Next.js 16, TypeScript, and Fireworks AI (DeepSeek V4 Pro on AMD GPUs). It accepts four types of input: code snippets, git diffs, GitHub repository URLs, and GitHub pull request URLs. For code snippets and diffs, it runs a static analysis engine with 25+ security vulnerability patterns and performance issue detection, producing line-level findings with severity ratings and fix suggestions. For GitHub repositories, it fetches the repo structure, downloads up to 15 key source files, and produces a full intelligence dashboard including: security and performance scores out of 100, a risk heatmap, an interactive dependency graph, language breakdown, folder structure visualization, and an AI-generated executive summary with technical debt assessment, strengths, weaknesses, and suggested improvements. For pull requests, it fetches the PR metadata and file changes, then provides a merge readiness assessment with critical issue identification. All AI features are powered by Fireworks AI's DeepSeek V4 Pro model, running on AMD Instinct MI300X GPUs, with reasoning mode disabled for clean, direct output. The dashboard uses React Flow for dependency graphs, Recharts for data visualization, and Framer Motion for animations. Deployable on Vercel with one click or via Docker.

SaaS Feature Factory is a multi-agent software development pipeline that automates the entire feature lifecycle — from specification to deployment — using Band as the coordination layer. The system comprises five specialized AI agents: - Spec Agent: Analyzes feature requests and produces structured blueprints identifying exactly which files to create or modify, with API endpoint specifications and complexity estimates. - Code Gen Agent: Generates deterministic, production-quality code using seven template-based generators (pagination, search, label filtering, CSV export, OTP authentication, dark mode, user preferences) — delivering predictable output that passes QA every time, unlike raw LLM-generated code. - QA Agent: Runs the full test suite (vitest) against generated patches, validates correctness, and produces signed-off QA reports. - Deploy Agent: Deploys validated features to the running application. - Docs Agent: Generates changelog entries and API documentation updates. All five agents communicate through Band WebSocket as their primary collaboration layer. Each agent connects via the official Band Agent API using per-agent credentials, routing messages through Band rooms with correlation IDs preserved end-to-end across every handoff. The BandAgentAdapter (extending SimpleAdapter) bridges

🌎 Online Hackathon | 📅 August 3–10, 2026| 💻 Powered by native.builder The official native.builder hackathon, hosted by NativelyAI and lablab.ai. Join founders, developers, designers, and builders to create real AI-native applications powered by native.builder: from idea to deployed product, fully in the cloud. 💻 This hackathon is fully online. No travel required.

🌎 Hybrid Hackathon | 📅 September 15–17, 2026 | 📍 Santa Clara Convention Center + Online The official hackathon of AI Infra Summit, co-organized by Kisaco Research and lablab.ai. Join builders, researchers, founders, and AI infrastructure leaders to create applications powered by the technologies shaping the future of AI: compute, data movement, models, physical AI, and next-generation infrastructure. With more than 8,000 attendees expected at AI Infra Summit, this hackathon is an opportunity to build, showcase your work, and connect directly with the companies driving the AI ecosystem forward. 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered.

🌎 Hybrid Hackathon | 📅 October 19–20, 2026 | 📍 RAI Amsterdam + Online The official hackathon of AI & Big Data Expo Europe, organized by TechEx Events and lablab.ai. Build AI applications and agents across AI, cybersecurity, cloud, IoT, automation, edge computing, digital transformation, and data infrastructure, then showcase your project live at one of Europe's largest enterprise technology events. 📍 Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation will not be covered.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.

📅 June 12–19, 2026 • June 12: Kick-off Stream • June 12–19: Online Build Phase • June 19: Project Submissions Ends 🌍 Fully online hackathon. Join and build from anywhere in the world. 🤝 Build practical enterprise workflows where AI agents communicate, coordinate, exchange context, and complete work together. 🧠 Powered by Band and Codeband, built for collaborative AI systems and agent orchestration. 🏆 Prize Pool: $10,000+ 🧑‍💻 Apply now to build the next generation of enterprise multi-agent systems.