[::] Agentic Stacks

Public: Aider (OSS pair programmer reference)

researched

coding-assistant

model
Model
User-configurable; commonly Claude Sonnet, GPT-5, or local via Ollama
framework
Agent Framework
AI aider-internal
harness
Harness / IDE
memory
Memory
AR aider-repo-map
retrieval
Retrieval / Vector Store
AR aider-repo-map
eval
Eval
AP aider-polyglot-benchmark
deployment
Deployment Target
LO local

Architectural notes

Aider is fully open source, so its "stack" is well documented. It's a
CLI pair programmer that maintains a repo map, generates edits as
diffs, and commits to git automatically.

Notable architectural choices (from the project README and docs):
- Repo map as the primary retrieval mechanism (no embeddings by default).
- Edits emitted as unified diffs the user reviews per commit.
- Provider-agnostic via LiteLLM, including local models via Ollama.
- Public leaderboard ("polyglot" benchmark) for code-edit accuracy.

Useful as the canonical OSS reference for the coding-assistant category.

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