What problem does it solve? Keeping a Claude Code-based system current requires manually tracking dozens of Anthropic sources, YouTube channels, and GitHub repositories, then figuring out which updates actually matter for your setup. ## Core Features & Use Cases - Multi-Source Monitoring: Checks 30+ Anthropic sources (blogs, GitHub repos, changelogs, docs) plus configured YouTube channels and GitHub trending repositories for new content. - Technique Extraction: Extracts concrete code patterns, configurations, and API signatures from release notes and video transcripts rather than producing vague summaries. - Internal Reflection Mining: Analyzes algorithm reflection logs (JSONL) to surface recurring execution problems and propose targeted fixes to system specifications. - Use Case: Run an upgrade check to receive a prioritized report ranking discoveries by interestingness and recommendations by criticality, each mapped to specific files in your system with implementation code. ## Quick Start Ask the assistant to check for upgrades and generate a prioritized Aurora upgrade report.