Browse applications built on modern technologies. Explore PoC and MVP applications created by our community and discover innovative use cases for modern technologies.
Autonomous Edge-to-Cloud AI orchestrator for cell tower safety, featuring 3-tier vLLM routing, a Claude-powered Model Download Advisor, and strict Human-in-the-Loop governance for secure model upgrades on local DGX infrastructure.
Agentic Industrial Decision Twin on AMD ROCm GPUs & Evolus AI. Combines IoT signals and technical manuals via Shannon Information Gain (0.624 bits) to prevent €11,439 false teardowns and dispatch human-signed maintenance workflows.
InnerOS turns AMD-powered AI into governed real-world action. Gemma reasons, Evolus runs workflows, and Alexa/Inner Oz can query live operations and create governed GitHub tasks for AI agents, with approvals, evidence, and replay.
OORJA AI finds the waste heat AI data centers throw away and matches it to nearby villages that need energy for heating, farming, or electricity, turning a growing environmental cost into a resource worth recovering.
A band of four AI coding agents that builds a Venmo-style wallet and attacks its own work for double-spends and race conditions before accepting anything.
A voice debrief agent for anti-trafficking caseworkers. Code saves a proposed field only when the caseworker’s words support it, it is read aloud, and the caseworker confirms it. “I think” is labeled as inference, not evidence.
A CLI-first infrastructure intelligence layer that connects software and AI workloads to physical telemetry, attribution, resource accounting, and evidence-grounded AI insights inside the developer workflow.
Every developer now codes with their own AI agent, and the agents can't see each other. TeamContext makes IBM Bob lock a file before editing it, so teammates' agents never edit the same file at once: conflicts are avoided, not fixed after.
Assumption Zero audits software repositories for hidden human assumptions, maps requirements to implementation evidence, replays counterexample user journeys, and helps repair cross-stack failures before they exclude real users.
Tessera AI is an outcome-aware control plane for IBM Bob that routes tasks to the right workflow, independently verifies results, preserves failure evidence, and uses past outcomes to reduce rework and improve future routing.
Autonomous multi-agent security orchestrator using IBM watsonx.ai Granite models to perform Red/Blue/Judge adversarial audits, score-gating pull requests, and streaming live telemetry to a C2 Dashboard.
WebLens is an AI-powered Chrome extension that audits websites for technical health, accessibility, AI discoverability, rendering, engagement, and multimodal quality, delivering evidence-backed and actionable insights.
Excela is an AI-powered planner that turns conversations into organized plans. Connect your AI and Google Sheet, then manage schedules, tasks, and events naturally through Excela or Telegram.
What-IF translates GitHub code into simple analogies. Instead of reading thousands of lines of code, you see a restaurant setup where the UI is the menu, the API is the waiter, and the database is the pantry.
Craftora is a professional-grade, browser-only graphic design studio. No backend, no account, no cost. Design, export, and create — everything runs locally in your browser using React 19, Fabric.js 6, and IBM watsonx AI assistance.
An agentic pipeline of four AI agents, Discovery, Planning, Blueprint/IaC, and Cutover, that migrates legacy AWS apps into a hardened environment with live traffic cutover and auto-rollback, proven on six real apps plus a 1,000-app synthetic fleet.
A local developer tool that maps the code, roles, workflow risks, tests, and safe implementation steps affected by a proposed LPMS change before anyone edits production behavior.
For dev teams: Git catches line-level conflicts but misses ones that clash in meaning. We use IBM Bob to analyze each branch's intent and flag semantic conflicts before merge — stopping silent bugs before they reach production
RepoMind is a local-first repository intelligence workspace that indexes public GitHub projects, maps code structure, previews files, and provides guided architecture, setup, testing, documentation, and impact analysis.
CityMind is an AI-powered civic innovation workspace that turns real-world urban problems and evidence into structured analysis, solution concepts, implementation blueprints, and actionable development plans.
Dependency Blackout is a security platform that uses intelligence to find weak and compromised dependencies. It follows the effect of those dependencies throughout your code. It suggests alternatives moves the code to those alternatives automatically.
VoiceOps AI is an enterprise voice agent powered by Gemini 3.8 Live API and Firebase. It turns natural spoken conversations into verified business actions like bookings, scheduling, and dispatch with real-time barge-in interruption.
a revolutionary voice-agent that conducts an AI interview, extracts structured JSON data, and dynamically spawns modular, ATS-ready CV elements. It features seamless drag-and-drop, instant translation, and surgical voice-editing for ultimate tailoring.
NodeFlow is a native hybrid edge/cloud orchestrator for knowledge graphs that turns spoken ideas into structured, human-approved execution plans using live streaming voice (AssemblyAI) and local/cloud models.
InnerOS Physical Guardian turns existing cameras and building infrastructure into governed Physical AI, using SiMa.ai edge inference to detect real-world activity, evaluate security policies, propose bounded actions, and preserve verifiable evidence.
A multimodal Physical AI system using dual SO-101 arms, MuJoCo simulation, vision-language reasoning, and bimanual task planning to autonomously set a dinner table from natural-language commands.
NIM Lab AI detects infrastructure problems, investigates root causes, recommends solutions, and helps engineering teams resolve incidents faster "so you can focus on shipping, not firefighting."
An AI security and compliance officer for SMBs that combines live camera vision and text to detect risks, reason over company policies, and autonomously trigger documented actions.
Vantage audits your chats. Upload WhatsApp/Discord exports. Get directness scores, effort splits, red flag detection. Know who's actually invested. Built on FastAPI + Groq.
SAUTI AI is a voice-to-action platform that lets communities report issues by speaking. Powered by AssemblyAI, it listens, asks follow-up questions, assesses urgency, and converts conversations into structured, actionable reports.