AI-Assisted Development
This section explains how to integrate AI agents into the development workflow — from choosing an LLM provider to running a fully automated issue-to-PR pipeline.
What this section covers
- Overview of the AI agent pipeline (issue-resolver, pr-reviewer, pr-resolver)
- LLM inference: cloud API vs. self-hosted (llama.cpp / LiteLLM gateway)
- Self-hosted inference: llama.cpp Docker setup, quantized models, LiteLLM gateway
- Claude Code setup: RTK installation, global config
- Agent workflow end-to-end: YouTrack issue to Gitea PR to merge
The agent pipeline
The platform supports an AI agent pipeline that automates the software development inner loop:
- issue-resolver — reads a YouTrack issue, implements the change, opens a PR.
- pr-reviewer — reviews the PR and requests changes or approves.
- pr-resolver — addresses review comments and re-submits.
Each agent is a Claude Code session orchestrated by Gitea Actions workflows.
Pages in this section
- Agent Pipeline Overview
- LLM Provider Setup
- Self-Hosted Inference with llama.cpp
- LiteLLM Gateway
- Claude Code Setup
- End-to-End Workflow