Autonomous Unified Repo Orchestrator for Reasoning & Adaptation — Self-Editing
Project description
AURORA-SE
Autonomous Unified Repo Orchestrator for Reasoning & Adaptation — Self-Editing.
Overview
AURORA-SE is a self-adapting engineering system that plans, applies, verifies, and learns from code changes across large-scale monorepos. It orchestrates a PDCA loop backed by observability, governance, and compliance controls.
Tech Stack Highlights
- Planner: DeepSeek-R1 via Ollama with optional GPT-4o-mini/Gemini critic stack
- Repo Intelligence: tree-sitter, pgvector, optional Milvus, Neo4j adapter
- Execution: Docker/Firecracker sandbox, CI profiles (fast/balanced/thorough)
- Observability: OpenTelemetry, Prometheus, Grafana dashboards
- Security: Syft, Grype, TruffleHog, license/policy engine
- Learning: Filtered-SFT with LoRA/PEFT adapters, federated sync
- Evaluation: SWE-Bench Lite/Live nightly/weekly suites
Getting Started
- Install dependencies:
pip install -e .[dev] - Install hooks:
pre-commit install - Start services:
docker compose up -d - Run
aurora-se initto bootstrap configs - See
docs/quickstart.mdfor workflow details
Packaging & Release
- Build artifacts: scripts/build_package.sh
- Generate checksums: python scripts/generate_checksums.py dist
- Preview docs locally: mkdocs serve
- See docs/launch/release_checklist.md for full launch steps.
Project details
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