Eman Mirza@eman_01294

Enterprise agent development on IBM watsonx Orchestrate is broken. Developers spend hours writing Python tool functions by hand, crafting ADK YAML from scratch, wiring MCP server connections manually, and debugging deployment errors — before they even touch the actual business logic. Most teams simply do not have time for this overhead. AgentForge solves this with a single sentence. You type: "Agent that pulls invoices from Gmail and posts them to SAP" — and AgentForge, powered entirely by IBM Bob, builds and deploys a fully working agent in roughly 90 seconds. Bob handles the complete pipeline automatically. First, it parses your intent and generates a structured agent spec. Then it writes all Python tool functions with correct type annotations and docstrings for Orchestrate compatibility. Next it generates the full ADK YAML configuration, validated against the Orchestrate schema. Then it configures all required MCP server connections based on what the tools need. Before deployment, Bob runs a dry-run test suite, catches any errors, self-corrects, and re-tests. Finally, the agent is deployed live into your watsonx Orchestrate chat environment — ready to use. No manual YAML. No hand-written tools. No debugging at midnight. IBM Bob is not a helper in this project — Bob is the core engine. All six Bob modes are used naturally across the pipeline: reasoning through intent, generating repository-aware code, producing valid configuration, inferring dependencies, self-correcting on test failures, and executing multi-step deployment. The full Bob session export shows every task and decision point, providing a complete audit trail for judges. The business value is real: a process that took expert developers six to eight hours now takes 90 seconds — and becomes accessible to anyone, not just those who have memorized ADK schemas. AgentForge is the natural language layer that enterprise agent development has been missing.

OlympicMind is an autonomous AI agent built to solve real-time navigation and crowd management challenges during the Milan 2026 Winter Olympics. During major sporting events, millions of visitors face dangerous crowd surges, road closures, and venue confusion: traditional GPS apps don't account for event schedules or live crowd density. OlympicMind bridges that gap. The system monitors 14 Olympic venues across Milan, Cortina, Bormio, and Livigno using TomTom Traffic Flow API, calculates a 0-100 Risk Score per venue by combining live crowd data with the Olympic event schedule, and delivers intelligent route recommendations through a conversational Gemini 2.5 Flash AI agent. Key Features: - AI Chat Agent powered by Gemini 2.5 Flash with full crowd + schedule context - Real-time crowd monitoring at 14 Olympic venues via TomTom Traffic API - Smart route planning with BLOCKED/CONGESTED detection - Risk Score system combining live traffic + event schedule urgency - Automatic WhatsApp alerts via N8N webhook for critical incidents - React dashboard with live map, chat interface, and route planner - Fully deployed on Vultr VPS Tech Stack: Python, FastAPI, Google Gemini 2.5 Flash, TomTom APIs, React, N8N, Vultr

Learn how modern AI agents interact with the live web through hands-on workshops, real infrastructure, and a community builder weekend in San Francisco. 📅 May 25–31, 2026 • May 25 – 30: Online Build Phase • May 30: Hybrid Build Day (Online & Onsite) • May 31: Demos & Awards (Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite in San Francisco. 🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft. 📍 On-site Venue (May 30–31): The Web Data Loft 625 2nd St, San Francisco, CA 🏆 $5,000 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🧑‍💻 Apply now to build AI agents powered by real-time web access.

AI Genesis is a global hybrid hackathon that brings AI builders together from around the world — starting online and culminating live at /function1 AI Conference & Exhibition 2026 in Dubai. 📅Oct 26 – Nov 3, 2026 • Oct 26 – Nov 2: Online build & collaboration All projects must be submitted by end of day on November 2. • Nov 2 (Online + Dubai): An exclusive on-site build day in Dubai for selected participants. • Nov 3 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 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. 🧑🏻‍💻 Secure your spot now, sign up before the Kick-Off Stream!

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.