Code like the engineers behind aider — one of the highest-rated AI coding tools ever built. This environment enforces Paul Gauthier's battle-tested CONVENTIONS.md methodology: minimal diffs, surgical edits, never rewriting working code for style. ## What's included - **CONVENTIONS.md** from the aider project pre-loaded into every session - **Minimal-diff editing discipline** — surgical edits only, no rewrites - **Diff-first output** — get a clean reviewable diff, not a rewrite + "you figure out the changes" - **Any-language support** — Python, TypeScript, Rust, Go, Java, C++, Ruby, etc. - **Repo-map awareness** — understands cross-file dependencies before editing - **Test-before-merge** workflow — agent runs your tests after a change, reverts if they fail - **Conventional commit messages** auto-drafted - **Linter / formatter respect** — matches your existing project style (Prettier / Black / Rustfmt / etc.) ## Limitations - **Not a fully autonomous developer** — implements specified changes, doesn't decide what to build - **Test runner discovery** — agent looks for common test commands (npm test / pytest / cargo test); custom test setups need configuration - **Repo size scales with context window** — very large monorepos (100K+ files) need scoped sessions - **Doesn't deploy code** — produces the diff; CI/CD is your existing pipeline - **Requires git** — diff-first output assumes you commit + review ## Best fit Senior engineers + staff devs who want LLM coding leverage WITHOUT the "rewrite everything in 3 different styles" failure mode of less-disciplined coding agents. Especially valuable for teams working on production codebases where style consistency matters.
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