Aider
Git-native pair programming in the terminal — every change lands as a commit.
Aider (Apache-2.0) is the minimalist of this group: a Python CLI that edits files in your repository and commits each change with a sensible message, so your review tool is `git diff` and your undo is `git revert`. It connects to almost any LLM including local ones — `aider --model ollama_chat/<model>` with `OLLAMA_API_BASE` set — and it has no account, no backend and no vendor anywhere in the path. The honest caveat is cadence: the most recent PyPI release (0.86.2) landed on 12 February 2026 and the latest commit on GitHub is 22 May 2026. It still works, and 47.8k people star it, but in a field where models change monthly that is a noticeably slower pulse than the others here — which is why it scores well on sovereignty and lower on maintenance.
What it does well
- +Git-native: every edit is a commit you can diff, revert or cherry-pick — the best audit trail of the group
- +No account, no backend, no vendor in the request path at all
- +The lightest client here — a Python CLI that runs anywhere, including over SSH on modest hardware
- +Clear, well-documented local-model path via Ollama
Where it falls short
- −Development has slowed sharply — last PyPI release 12 February 2026, last commit 22 May 2026
- −Terminal only: no editor UI and no inline completion
- −Ollama defaults to a 2k context window and silently discards overflow, so local setups need deliberate configuration (Aider's docs cover it, but it is a footgun)
- −A leaner feature set than the newer agents — no sandboxing or built-in browser tooling
Hardware note
The lightest option here: a Python CLI that will happily run on a low-powered machine or a small VM while calling a cloud model. If you want the model local too, the same ~24 GB VRAM guidance applies for a 30B-class quantised coding model, and Aider's Ollama docs are worth reading first because of the default context-window behaviour.
Aider as an alternative to
Where Aider shows up in our comparisons, and how it ranked.
Aider head-to-head
Straight comparisons against the tools people weigh it against.