🚀 DevOS AI

DevOS AI is a developer-first assistant for understanding codebases faster using structured context extraction and LLM reasoning.

✅ Release Status

Current release: v3.0.0

v3 introduces a direct replacement of the legacy context engine with a smarter ranking pipeline, advanced CLI controls, and better output structure for explain workflows.

🔥 What’s New in v3

• Advanced context ranking with weighted file scoring.
• Direct replacement of the old prompt builder with a stricter “facts vs inference” response format.
• New core/v3/ module for maintainable architecture.
• New CLI controls: --max-files, --max-chars, --include-tests, and --json.
• Improved explain command output with selected file visibility.

📦 Project Structure

devos-ai/
├── cli/
├── core/
│   └── v3/
├── llm/
├── agents/
├── apps/
├── infrastructure/
├── docs/
└── scripts/

⚙️ Installation

git clone https://github.com/dsk-dev-ai/devos-ai.git
cd devos-ai
pip install -r requirements.txt

⚡ Usage

Explain a repository

python3 -m cli.main explain . --model auto
python3 -m cli.main explain . --max-files 12 --max-chars 2000
python3 -m cli.main explain . --include-tests --json

Search code

python3 -m cli.main search . "engine"

Debug an error file

python3 -m cli.main debug error.log

🛣️ Roadmap

• ✅ v3: advanced context engine and richer CLI controls.
• 🔜 v3.x: smarter semantic retrieval and local embedding cache.
• 🔜 v4: interactive web dashboard with collaborative review mode.

📜 License

MIT License.