Development focus

AI and AI-assisted development

Where the LLM enters the development loop: code review, static analysis mixed with models, deterministic filters instead of prompts.

4 records

Serving the documentation of dozens of projects from one server

Became a product

A multi-tenant documentation server that gives every project its own MCP endpoint and keeps the documents on your own machine.

What it does today

Makes a project's folder, git repository, Obsidian vault or Notion workspace searchable behind a single MCP endpoint, so an agent reaches the documentation without the data going to a third party. Anyone who can run Docker can host it and manage it from the dashboard.

Open-Source Web TypeScript Node.js Fastify +6 more

August 2026 — September 2026

Letting an application send RAG requests without ever holding a provider key

Became a product

A self-hosted Go gateway between your application and the providers: one OpenAI-compatible API, with RAG context injected into every request.

What it does today

Lets an application talk to one OpenAI-compatible endpoint while a project's configuration decides which model the request reaches and, when a document store is linked, which documents it draws context from. Anyone who does not want provider keys spread across applications, and wants spend capped per project, can run it on their own server.

Open-Source Web Go PostgreSQL pgvector +8 more

August 2026 — September 2026

SentryFixer: reading a Sentry error against the code and drafting the fix

Halted

A Claude Code skill that reads a Sentry issue against the working tree and proposes a fix as a diff and a regression test, touching no file until approved.

What it does today

Reads a Sentry issue against the working tree, produces a root-cause analysis and a fix plan, and touches no file without explicit approval. Anyone using Claude Code who needs to triage a production error can install the skill.

Open-Source Python Bash Sentry API +3 more

July 2026 — September 2026

Local code review without letting the diff leave the machine

Became a product

A provider-agnostic Go CLI that has a model review my diff without the diff leaving the machine; it became CommitBrief.

What it does today

Reviews code locally, with the diff never leaving the machine; the `Provider` interface lets Anthropic, OpenAI, Gemini and Ollama plug into one contract. Signed binaries are published — anyone who does not want to hand their diff to a cloud provider can install it.

Open-Source Go Cobra go-git +4 more

January 2026 — April 2026