Andrii Kalashnikov@an23

AI Code Companion transforms GitHub PRs into rich, interactive narratives. Leveraging Gemini and Qdrant (RAG), it indexes your entire repository to provide answers about dependencies and interactions beyond the current diff, giving you a holistic understanding of your codebase. Its standout features include “Live Mode,” where an AI autonomously explores, analyzes, and explains changes in real-time, and structured “Walkthrough Steps” that break down complex pull requests into a coherent, step-by-step story. Developers can ask line-specific questions, draft insightful comments, and visualize the review process like never before. More than just a tool, it acts as a context-aware copilot that truly understands your full codebase, empowering teams to review, learn, and collaborate more effectively.

Team Forge is an AI Agent powered platform that revolutionizes how teams form and projects begin by replacing traditional keyword-based matching with conversational intelligence. Users simply talk to the AI about their goals, work styles, and interests, allowing it to understand their collaboration preferences and technical strengths beyond what any form could capture. The platform then generates compelling project ideas tailored to available talent and facilitates organic team formation around shared interests and complementary skills. When teams form, they receive custom kickoff packages with clear goals, defined roles, strategic discussion topics, and actionable next steps—eliminating the typical "blank page" problem that stalls many collaborations. Target markets include remote-first companies, innovation labs, startup accelerators, and freelancer networks seeking more intentional and effective team formation. The platform generates revenue through SaaS subscriptions, enterprise licensing, and marketplace commissions, with projections reaching $4M ARR by year three driven by strong network effects and high switching costs.

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!

Join the Internet of Agents Hackathon to build real-world, rentable agents using Coral Protocol and Solana-powered payments. 📅 September 14–21, 2025 Sept 14–21: Build online with global innovators. Submit projects by the deadline. Sept 20 (NYC): On-site build day at Solana Skyline (invitation only). Sept 21 (NYC): Live pitches, networking, and winner announcements. 🧠 Mentorship from experts and Coral specialists throughout. 🤝 Participate solo or in teams. 📍 Travel and accommodation not covered. 🚀 Sign up now to secure your spot before the Kick-Off Stream!

🕒 6 days to explore the full potential of GPT-5 💡 Build next-gen AI apps 🤝 Compete solo or form a dream team 🚀 Connect with global innovators 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!