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Get from zero to value in 15 minutes. No prior setup needed.
Your Actions:
System Does:
Fetches repo metadata, branches, detects primary language (Java/TypeScript/Python)
Tip: Select all related repos for multi-repo projects (frontend + backend + mobile)
Your Actions:
System Does:
Creates workspace records, prepares for isolated indexing
Tip: RELEASE code_snapshots enable feature catalog. DEVELOP/SPRINT do not.
Your Actions:
System Does:
Microservices (Java/Node/Python) parse code → Extract code_definitions → Build call graphs → Fetch git history → Discover DB schema
Tip: For 2,919 files: ~5 minutes. Parallel processing across repos. Progress bars update live.
Your Actions:
System Does:
Graph clustering (Louvain algorithm) groups related files/code_definitions into features
Tip: Feature catalog only runs on RELEASE code_snapshots to avoid WIP noise
Your Actions:
System Does:
AI researches competitors via web search, analyzes changelogs, pricing, reviews → Identifies missing features → Scores by revenue impact
Tip: High-impact gaps (85+) are often quick wins. Check 'present_in' to see which competitors have it.
Your Actions:
System Does:
Analyzes 3,421 commits → Groups by developer → Detects duplicates via AI embeddings → Suggests roles based on contributions
Tip: Email deduplication merges john@laptop.local + john@company.com automatically
After these 6 steps, you have: Complete code intelligence, discovered features, competitive gaps, and team analysis.
Next: Explore specific workflows like Release Planning, Initiative Management, or Sprint Planning.