Projects

Projects and case studies from real implementations, ongoing work, and real results.

Active

Active

Courier Dispatch

MCP Server for Guided Coding Assistance. Makes AI coding assistance easy and safe.

Courier Dispatch is an open-source MCP server that turns any AI chat app into a guided coding assistant. It teaches, reviews, and verifies — but never writes code for you. Read-only codebase access, structured task management, and constrained command execution keep the developer in the driver's seat.

PythonMCPCLI
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Past Projects

Past Project

Insurance AI Automation

Custom, self-hosted AI for an insurance SaaS leveraging Courier.

We worked with a small business running a successful insurance SaaS. They were paying ~$2,500/mo for AI when they contacted us and wanted to 4x their usage. They were desperate to lower their AI costs. We self hosted a small Open Source model that performed the task incredibly well and eliminated their token-based spending.

TensorRT LLMOpenAI-CompatibleQwen2 14B
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Past Project

AI Pay Stub Compliance Product

A product to help employees find payment discrepancies that leveraged Courier self-hosting.

We worked with a founder developing a payments tracking app that used AI to search for and discover complex payment discrepancies. Due to privacy concerns the AI had to be self-hosted. We used Gemma 3 27B for the task and it performed very well.

vLLMOpenAI-CompatibleGemma 3 27B
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Past Project

Mosaic

AI Built for Families and Teams

Mosaic is a cross-platform AI chat app built with Kotlin Multiplatform, designed for families and teams. All the best AI models in one app, with guardrails, usage limits, and conversation monitoring. Parents can manage their kids' usage, monitor chats, and create rules — helping the next generation master AI safely.

Kotlin MultiplatformTypeScriptMulti-model AI
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Past Project

Pseudo Engine

Programming Language for Structured AI Code-Generation

The Pseudo Engine is the first AI transpiler, built in Rust, with a custom programming language called Pseudo Syntax. Write in Pseudo Code — a concise language designed for structured code generation — and the engine transpiles it to any programming language using a fine-tuned AI model. Includes a CLI, version control system, and IDE plugins.

RustCustom LanguageCLI
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