Use Cases & Solutions
Discover what you can build with our growing collection of open source building blocks
VOD Transcoding Pipeline
A complete video processing solution for VOD streaming using SVT Encore, Shaka Packager, Minio and Valkey.
Stream Graphics
Professional-looking graphics for your productions, from Twitch streams to broadcast television.
Automated Subtitling
AI-powered subtitle generation for your videos. Improve accessibility with automatic captions.
Video Analytics Pipeline
Understand how users experience your video playback. Scalable analytics based on open standards.
Open Intercom
Professional intercom for broadcast and remote productions. Browser-based, real-time audio on open standards.
AI News Curation
Automated news briefings powered by AI. RSS feeds filtered and summarized, delivered to Discord.
Slack Coding Agent
AI assistant in Slack that fixes bugs, creates PRs, and reviews code in your GitHub repos.
RAG Chatbot
AI-powered chatbot with your own knowledge base. Index documentation and let users get instant answers.
Application Hosting
Host your web app with AI-powered setup. Databases, storage, queues - all configured by your AI agent via MCP.
Bluesky Personal Data Server
Own your social identity. Run your own Bluesky PDS with a custom domain and take control of your data.
Productivity Tools
Collaborative writing, note-taking, and diagramming. Open source alternatives to your favorite tools.
Slack Community Invites
Create a public invite page for your Slack community. Custom domain included.
Gaming Server
Host Minecraft servers for your community. Java and Bedrock editions available with easy setup.
CRM & Customer Management
Open source CRM to manage customers, sales pipelines, and automate workflows. SuiteCRM or Specter CRM.
Help Desk & Support
Customer support ticket system with email integration. Open source alternative to Zendesk.
Load & Performance Testing
Stress test your applications with Locust. Visualize results in Grafana and simulate network issues.
API Development Platform
Build REST APIs instantly from PostgreSQL with PostgREST. Design and document with Swagger Editor.
Video QA & Testing
Quality assurance for video workflows. VMAF scoring, chaos testing, and audio quality checks.
Web Analytics & AI Insights
Privacy-focused analytics with AI-powered insights. Plausible or Umami with ClickHouse data warehouse and Grafana dashboards.
Creator Streaming Studio
Professional streaming setup for content creators. Simulcast to Twitch & YouTube, bring viewers into your stream, and add broadcast-quality graphics.
Event-Driven Microservices
Build scalable microservices with message queues, databases, and zero vendor lock-in. Open source infrastructure you can migrate anywhere.
AI-Powered Dev Team
Let AI agents handle infrastructure, code reviews, and bug fixes. Connect Claude Code via MCP and deploy a team of Slack bots that work while you focus on strategy.
Video Ad Monetization
Monetize your video content with SSAI, SGAI, and FAST channels. Test ad insertion, normalize creatives, and build ad-supported streaming.
Landing Page with OSC Services
Build professional landing pages with dynamic OG images, captcha protection, and contact forms - all powered by open source services.