Jonathan Ratana@LordJodar

GhostGrid AI is an AI-powered web intelligence platform designed to uncover and analyze the hidden digital workforce operating across the internet. In today’s rapidly evolving digital economy, millions of online workers contribute through freelance platforms, microtask systems, reseller networks, anonymous digital services, and AI-assisted labor, yet much of this activity remains statistically invisible and poorly understood. Our platform leverages large-scale web data analysis, natural language processing, graph intelligence, and real-time trend monitoring to identify patterns of informal digital labor and map emerging economic ecosystems. By collecting and analyzing publicly available data from forums, marketplaces, social media, job boards, and community platforms, GhostGrid AI transforms fragmented web signals into actionable insights. The system provides interactive visualizations such as workforce heatmaps, labor trend forecasting, skill-demand analysis, and hidden economic network graphs. Using AI-driven semantic classification and anomaly detection, GhostGrid AI can reveal how digital work evolves across regions, industries, and online communities. Beyond analytics, the platform aims to support researchers, policymakers, economists, and organizations in understanding the real impact of digital transformation on labor markets. GhostGrid AI highlights the intersection between artificial intelligence, the gig economy, and invisible online labor, offering a new perspective on the future of work in the digital age.

ARCHON is an AI-powered engineering intelligence platform built with IBM Bob to help developers understand, analyze, and manage complex software systems faster and more efficiently. Unlike traditional coding assistants that mainly focus on autocomplete or code generation, ARCHON acts as an AI engineering teammate that understands the entire codebase, architecture, dependencies, and business logic of a project through repository-wide AI reasoning. Modern software systems are increasingly difficult to maintain due to large repositories, incomplete documentation, technical debt, and complex service dependencies. Developers often spend more time understanding code, debugging issues, and tracing dependencies than actually writing code. ARCHON solves this problem by transforming repositories into an intelligent and interactive engineering knowledge system powered by IBM Bob and IBM Granite. IBM Bob enables ARCHON to understand software systems beyond individual files by analyzing repository structures, dependency relationships, architecture flows, and engineering workflows across the entire project. ARCHON automatically generates architecture maps, dependency graphs, and code flow explanations while allowing developers to interact with the system using natural language queries. The platform also provides AI-powered impact analysis, root cause investigation, technical debt detection, and engineering knowledge recovery from historical commits and undocumented logic. By combining repository-wide reasoning, multi-agent AI workflows, and visual system intelligence, ARCHON helps developers debug faster, reduce onboarding time, minimize deployment risks, and significantly improve engineering productivity. ARCHON’s vision is to transform software engineering from simple code assistance into true engineering intelligence.

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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.