Case Studies
We build AI platforms, MCP tooling, and developer infrastructure. These projects range from shipped SaaS products to open source packages used by the MCP community — all built with the same security-first approach we bring to client work.
Real projects, real code, real outcomes. No fabricated metrics or fake testimonials.
AI-powered SaaS products, MCP infrastructure for PHP and Drupal, code improvement tools, and client platform modernizations. We ship code across the full stack and contribute the reusable pieces back as open source.
How we work
What we're building
A look at what's keeping us busy. Client work, internal tools, and side projects that push our stack forward.
Crowdsourced package intelligence for developers. Dashboard and MCP integration that analyzes real GitHub repos to deliver framework-aware recommendations, vulnerability alerts, and deprecation warnings.
Code improvement CLI that scouts issues, executes fixes in batches, and delivers changes as clean milestone PRs.
Real-time stock analysis platform with AI-powered insights. Market data aggregation, sentiment analysis, and portfolio tracking for retail investors.
Open Source
Open source packages and tools we maintain. Building blocks for the MCP and AI development community.
Code improvement CLI that scouts issues, executes fixes in batches, and delivers changes as clean milestone PRs.
Standardized error codes for Model Context Protocol servers. Available as both Python and npm packages for cross-language consistency.
Complete MCP infrastructure for PHP: error codes, events, HTTP security with rate limiting, schema builders, and a tool gateway with middleware pipeline.
Model Context Protocol integration for Drupal CMS. Connects Claude Code and OpenAI Codex to Drupal for content management and site building.
