Vy Vu@bitodabu

Social Research is a Python application that uses an AI agent to research a topic across many social and news platforms, then delivers a cited markdown report and a live analytics dashboard. What it does You enter a topic (and optionally a time window and platforms). The system: 1. Runs a Gemini-driven agent loop that chooses platforms, refines queries, and calls tools until it decides it’s done. 2. Fetches posts from adapters (Reddit, Hacker News, Mastodon, Bluesky, Stack Exchange, Lemmy, Google News, Google Trends, YouTube, and optional scrape-based X/TikTok). 3. Updates analytics incrementally — volume, sentiment, communities, top authors, hot posts, subtopic clusters. 4. Streams progress to the browser via Server-Sent Events (timeline of agent steps). 5. Persists sessions, posts, events, and the final report in SQLite (SQLAlchemy 2.0 async + Alembic). The design is inspired by multi-source research agents (e.g. “local-deep-research”) but focused on social discourse and trends, not academic papers.

This project enhances IBM Bob with specialized skills and custom operating modes that enable it to orchestrate and execute complex technical migrations with precision, automation, and intelligence. Leveraging the 7Rs Migration Framework, Bob analyzes an organization’s current systems, architecture, dependencies, and business requirements to recommend the most suitable migration strategy, including rehost, replatform, repurchase, refactor/re-architect, retire, retain, or relocate. Beyond strategy selection, Bob supports the entire migration lifecycle by producing detailed migration designs and implementation plans, performing dependency mapping, impact and risk analysis, resource and timeline estimation, rollback preparation, and technical documentation generation. During execution, Bob automates migration activities such as code transformation and refactoring, configuration and environment updates, dependency upgrades, infrastructure provisioning through Infrastructure as Code, and deployment automation integrated with CI/CD pipelines. To ensure migration quality and reliability, Bob also handles validation through automated testing, security and code quality analysis, performance benchmarking, data integrity verification, and functional and integration testing. After deployment, Bob continues to provide hypercare support with real-time monitoring, alerting, performance optimization recommendations, issue detection and resolution guidance, knowledge transfer, documentation maintenance, and continuous improvement insights to help teams stabilize and optimize their modernized platforms.

Build solutions that improve how software is built. Work with an AI that understands your codebase, helping you reduce repetitive work and build with real context. ⏳ Build your project in 48 hours. 🚀 Get hands-on with IBM Bob and explore how AI fits into real development workflows before it becomes standard. 💡 Build tools and workflows that developers would actually use. ⭐ Learn directly from experts throughout the event. 🤝 Join a team or build solo. 💰 Prize pool: $10,000 🧑🏻‍💻 Register before the Kick-Off Stream and start building with Bob.

⏱️ 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: An exclusive on-site build day at Milan AI Week for selected participants. May 20: Awards Ceremony. 📍On-site Venue (May 19–20): Fiera Milano (Rho), Milan, Italy 🤝 Join solo or with a team. 🎟 FREE Milan AI Week conference ticket included for participants. 💰 $32,000+ prize pool 🧑‍💻 Apply now to turn your autonomous agent into a market-ready enterprise solution.

📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🎟 FREE AI & Big Data Expo North America ticket included for participants that are able to join the on-site phase. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.