Muhammad Awais@Pebble_Catalystc6qt

Motivation / Problem Firsthand news facts are hard to monetize directly and quickly. AI agents need verifiable sources with clean payment trails. Impact Turns micro-facts into paid, citable sources. Demonstrates agentic commerce with USDC micropayments on Arc. Solution UI-first NewsFacts Studio for journalists to submit short facts. Free search + paid fact detail using x402 via Circle Gateway. MCP server for Gemini CLI to search and pay for facts with citations. Tech Stack Node.js 20, TypeScript + tsx Express 5 Circle x402 batching SDK (@circlefin/x402-batching) Local embeddings with @xenova/transformers (used when LLM phase is enabled) MCP SDK for Gemini CLI integration

Navora is an intelligent navigation and safety guidance application designed to make travel safer and more informed. The platform not only provides accurate route directions and tour-guide style assistance but also delivers real-time updates on natural disasters such as floods and earthquakes. Streetly analyzes environmental data to identify which areas are safe and which zones should be avoided, ensuring users can make quick and confident decisions during emergencies. Whether someone is exploring a new city, commuting, or looking for safety information during a disaster, Streetly acts as a reliable companion that helps protect users, prevent risks, and simplify everyday travel.

Streetly is an intelligent navigation and safety guidance application designed to make travel safer and more informed. The platform not only provides accurate route directions and tour-guide style assistance but also delivers real-time updates on natural disasters such as floods and earthquakes. Streetly analyzes environmental data to identify which areas are safe and which zones should be avoided, ensuring users can make quick and confident decisions during emergencies. Whether someone is exploring a new city, commuting, or looking for safety information during a disaster, Streetly acts as a reliable companion that helps protect users, prevent risks, and simplify everyday travel.

App Description Introducing Streetly — your all-in-one travel & safety companion. With Streetly you’ll: Receive real-time alerts about natural disasters including floods and earthquakes around you, so you’re always aware and ready. Discover curated tour-plans and travel suggestions for your current location: top restaurants, must-see landmarks and hidden gems. Get guided recommendations that combine both safety and fun: e.g., if your destination area is safe and interesting, you receive both the “things to do” list and the “things to avoid / stay cautious about” list. Stay connected to your surroundings with the seamless integration of disaster detection + local discovery. Whether you're travelling, exploring a new city, or simply staying aware of your environment, Streetly helps you stay informed and enjoy your time responsibly.

Doc Converter is a versatile and user-friendly application designed to simplify the process of converting documents between multiple formats such as PDF, Word, Excel, Text, and more. The project aims to provide individuals, students, and professionals with a reliable tool that saves time and effort when handling different file types. With its intuitive interface, users can upload files and instantly convert them without losing formatting or data integrity. The tool is built with efficiency, accessibility, and accuracy in mind, making it useful for everyday document management. In the future, the project can be expanded with batch conversions, cloud integration, and advanced editing options to enhance productivity.

Code Debugger is an intelligent debugging assistant designed to help developers quickly detect, understand, and resolve coding errors across multiple programming languages. Unlike traditional debuggers, it not only highlights errors but also provides meaningful explanations and suggested fixes, making it easier for beginners and professionals alike. The tool supports real-time analysis, syntax checking, and performance insights to improve code quality and reduce debugging time. With an intuitive interface, Code Debugger allows users to paste or upload code, instantly view issues, and apply recommended solutions. This project aims to enhance developer productivity and streamline the debugging process.

Fix My Code is an intelligent platform designed to help developers quickly identify, understand, and resolve errors in their code. Users can upload code snippets in various programming languages and receive detailed feedback, including explanations of issues, recommended fixes, and best practices to avoid similar mistakes in the future. The system leverages automated analysis and AI-powered suggestions to improve code quality, reduce debugging time, and enhance learning for beginners and experienced programmers alike. Whether you are working on personal projects, academic assignments, or professional applications, Fix My Code empowers you to write cleaner, more reliable code efficiently.

The idea behind "Fix My Code" is to analyze, debug, and improve an existing piece of code that currently passes only 11 out of 50 test cases. The goal is to identify all errors—whether they are syntax issues, logical flaws, or edge case failures—and fix them to ensure the code functions correctly across all required inputs. In addition to fixing bugs, the project aims to enhance the code’s readability, maintainability, and efficiency by refactoring it using best coding practices. The approach includes reviewing the code line by line, understanding the problem statement, applying debugging techniques, and testing thoroughly. Tools like debuggers, linters, and test frameworks will be used to aid the process. Once fixed, the code will be modular, well-documented, and capable of handling edge cases effectively. This project is a practical exercise in problem-solving, clean code writing, and test-driven development. The final output will be a fully functional version of the code that passes all test cases and is structured for long-term usability. It not only improves the current implementation but also strengthens the ability to write reliable and efficient software solutions in the future.

RiskRadar is a cutting-edge application designed for business professionals, startups, and investors. It leverages real-time news sources to identify potential business risks and opportunities, with a focus on topics such as natural disasters, market trends, and economic shifts. Powered by Groq LLaMA3-70B, SerpAPI, and Plotly, this tool provides accurate risk analysis and strategic insights through advanced natural language processing (NLP) models. It also offers location-based risk mapping and visualizations for easy decision-making. The app provides actionable insights by analyzing news headlines and offering strategies for capitalizing on market shifts. With the integration of SerpAPI, it fetches the latest real-time news, and with Groq's AI capabilities, it generates analysis and predictions on potential risks and opportunities for businesses in real time.

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $10,000 prize pool up & 1 × AMD Radeon™ AI PRO R9700 GPU for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

⏱️ Build the next generation of Autonomous Agents in the heart of Europe’s AI Revolution. 📅 May 13 – 20, 2026 May 13 – 19: Online Build Phase. May 19: Onsite Build Day. May 20: Demo Showcase & Awards Ceremony. 📍On-site Venue (May 19–20): Fiera Milano (Rho), Milan, Italy 🤝 Join solo or with a team. 🧑‍💻 Apply now to turn your autonomous agent into a market-ready enterprise solution.

Join our $1,000,000+ startup challenge series powered by Surge 📌 This announcement outlines the launch of a Global Human+AI Exchange — aligning universities, global cities, talent networks, and industry to accelerate human-centered AI innovation, technology transfer, and economic growth. 👉 Read more here ⏱️ 8 days to turn your idea, or existing product, into an investable demo. 📅 February 6 - 15, 2026 • Feb 6 - 14 (Online Phase) - Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on February 14th. 🕙 Doors open at 10:00 AM, first come, first served. • Feb 14 (On‑site Build Day) - Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Feb 15 (On‑site Demos & Awards) - Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. 🌟 Get feedback from startup mentors and technical experts. 📍 On-site Venue (Feb 14–15): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📲 Real-time on-site updates (SF) For real-time announcements and information during the on-site portion (Feb 14–15), join the LabLab SF Chapter WhatsApp group: 👉 Join the WhatsApp group 🤝 Join solo or with a team. New founders and existing startups are welcome. 🏆 $1,000,000+ in credits, token prizes, perks and funding opportunity. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Apply now to build, validate, and pitch with purpose.

Join Deriv and lablab.ai for a high-intensity hybrid hackathon where top builders create AI prototypes, demo their work, and get fast-tracked to interviews. When • Sat, Jan 31, 2026- On-Site Pre-Hackathon: Deriv AI Meetup (Dubai) • Fri, Feb 6 - Opening words, Challenge, and Hackathon kick-off. (Dubai) • Sat, Feb 7 - Build and ship your prototype - 12 hours (Onsite +Online) • Sun, Feb 8 - Demos, judging, and next steps for standout teams. (Onsite +Online) On-Site Pre-Hackathon: Deriv AI Meetup Sat, Jan 31, 2026 · 2:00–6:00 PM (GST) · Dubai In-person talks, workshops, team formation, and networking with the Deriv team. 👉 Deriv AI Meetup registration What's in it for you • USD $10,000+ in prizes across categories • Mentors available to unblock you when you're stuck • Fast-track interviews for top performers - skip the queue • Real problems to solve - not toy demos Format • Teams of 1-3 • Hybrid: Dubai on-site or fully remote • On-site spots confirmed after screening Location • One by Omniyat, 24th Floor, Al Mustaqbal Street, Business Bay, Dubai, UAE • Travel and accommodation not provided. Apply now • Spots are limited. Shortlisting begins right after the event.

⏱️ 4 weeks to design and ship a working Web3 product or AI agent. 📅 February 4 to March 1, 2026 • Feb 4 – Hackathon opens. Teams can start building and submitting. • Feb 5 to March 1 – Build, test, and iterate. • March 1 – Final submissions due. 🚨 Important eligibility reminder To be eligible for prizes, teams must post their submission video on X and tag @lablabai and @Surgexyz_. 🤝 Build solo or with a team. 💰 $50,000 prize pool in $SURGE Token. ⚠️ Self-service hackathon This is a fully self-service hackathon. There are no live streams, kickoff sessions, or scheduled workshops. Participants can register, build, and submit at any time before the submission deadline.