Use Cases &amp; Solutions

AI News Curation

Automated news briefings powered by AI. RSS feeds filtered and summarized, delivered to Discord.

AI Vector Database

Store and query embeddings with pgvector. Build semantic search and power RAG applications.

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.

API Development Platform

Build REST APIs instantly from PostgreSQL with PostgREST. Design and document with Swagger Editor.

Application Hosting

Host your web app with AI-powered setup. Databases, storage, queues - all configured by your AI agent via MCP.

Automated Subtitling

AI-powered subtitle generation for your videos. Improve accessibility with automatic captions.

Bluesky Personal Data Server

Own your social identity. Run your own Bluesky PDS with a custom domain and take control of your data.

Creator Streaming Studio

Professional streaming setup for content creators. Simulcast to Twitch & YouTube, bring viewers into your stream, and add broadcast-quality graphics.

CRM & Customer Management

Open source CRM to manage customers, sales pipelines, and automate workflows. SuiteCRM or Specter CRM.

Customer Voice Platform

In-app surveys and NPS tracking with Formbricks. Collect feedback, automate follow-ups with n8n workflows.

Data Pipeline Orchestration

Build and schedule ETL workflows with Apache Airflow. Process data at scale with ClickHouse and PostgreSQL.

Design Collaboration Platform

Open-source Figma alternative with Penpot. Real-time design collaboration, prototyping, and developer handoff.

Edge Computing with WASM

Deploy ultra-lightweight WebAssembly workloads with 100x faster startup than containers. Perfect for edge functions and microservices.

Event-Driven Microservices

Build scalable microservices with message queues, databases, and zero vendor lock-in. Open source infrastructure you can migrate anywhere.

Gaming Server

Host Minecraft servers for your community. Java and Bedrock editions available with easy setup.

Help Desk & Support

Customer support ticket system with email integration. Open source alternative to Zendesk.

Identity & Access Management

Self-hosted authentication with Logto. SSO, OAuth/OIDC provider, and user management for your apps.

Landing Page with OSC Services

Build professional landing pages with dynamic OG images, captcha protection, and contact forms - all powered by open source services.

Load & Performance Testing

Stress test your applications with Locust. Visualize results in Grafana and simulate network issues.

Meeting Scheduler

Find the best time for group meetings with Rallly. Self-hosted Doodle alternative, no accounts needed.

Observability & Monitoring

Real-time metrics dashboards with Grafana, log aggregation with Logflare, and analytics storage with ClickHouse.

Open Intercom

Professional intercom for broadcast and remote productions. Browser-based, real-time audio on open standards.

Productivity Tools

Collaborative writing, note-taking, and diagramming. Open source alternatives to your favorite tools.

Project & Task Management

Self-hosted project management with OpenProject. Agile boards, Gantt charts, and team collaboration.

RAG Chatbot

AI-powered chatbot with your own knowledge base. Index documentation and let users get instant answers.

Slack Coding Agent

AI assistant in Slack that fixes bugs, creates PRs, and reviews code in your GitHub repos.

Slack Community Invites

Create a public invite page for your Slack community. Custom domain included.

Stream Graphics

Professional-looking graphics for your productions, from Twitch streams to broadcast television.

storage

Team File Sharing

Secure file sync and sharing with Nextcloud and PicoShare. Direct download links, multi-protocol access.

Video Ad Monetization

Monetize your video content with SSAI, SGAI, and FAST channels. Test ad insertion, normalize creatives, and build ad-supported streaming.

Video Analytics Pipeline

Understand how users experience your video playback. Scalable analytics based on open standards.

Video QA & Testing

Quality assurance for video workflows. VMAF scoring, chaos testing, and audio quality checks.

VOD Transcoding Pipeline

A complete video processing solution for VOD streaming using SVT Encore, Shaka Packager, Minio and Valkey.

Web Analytics & AI Insights

Privacy-focused analytics with AI-powered insights. Plausible or Umami with ClickHouse data warehouse and Grafana dashboards.