agent

Automate local code review and editing by running an Ollama agent that uses tool-calling to read, modify, and analyze project files without manual context switching. It applies caching, syntax validation, and session memory to ensure deterministic code modifications.

Ensure Git safety during automated modifications by using a workflow that auto-creates a dedicated branch before writing files and shows diffs. This approach prevents direct commits to your main branch and provides auditable results for every change.

Yes, local automation requires running an Ollama agent on your machine. The agent implements dual-model routing for fast tool calls and in-depth analysis, using seven integrated tools to read, edit, search, and execute commands.

Preserve task context across multiple code analysis steps using session memory backed by Graphiti. This memory integration allows the agent to maintain state and reference previous actions throughout the entire review and editing process.

Autonomous code analysis and modification tools include read_file, read_file_lines, edit_file, write_file, search_code, find_files, and run_powershell. These seven tools enable comprehensive file manipulation, codebase searching, and local command execution.

Avoid using an autonomous agent for local code edits when you lack a local Ollama setup or need strict manual oversight without automated branching. The agent autonomously applies changes and creates branches, which requires a compatible local environment.