82 lines
2.9 KiB
Rust
82 lines
2.9 KiB
Rust
//! # Real-World: Intelligent Issue Triage
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//!
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//! Automatically classify and route GitHub issues to appropriate teams.
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//!
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//! ## Problem
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//! 200+ issues/month, manual triage takes 20 hours/month.
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//!
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//! ## Solution
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//! AI-powered classification and routing: Bug → Team, Feature → Roadmap, etc.
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//!
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//! ## Run
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//! ```bash
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//! cargo run --example 03-issue-triage
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//! ```
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fn main() {
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println!("=== Real-World: Intelligent Issue Triage ===\n");
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// Two-stage pipeline for cost efficiency
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println!("Stage 1: Classification (Ollama - FREE)");
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println!(" Classify issue type: bug, feature, docs, support");
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println!(" Cost: $0.00 (local execution)");
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println!(" Accuracy: 85% (good enough for routing)\n");
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println!("Stage 2: Detailed Analysis (Claude - ONLY if unclear)");
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println!(" - 15% of issues need detailed analysis ($0.05)");
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println!(" - Extract priority, affected components");
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println!(" - Create initial investigation");
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println!(" - Cost: $0.05 per issue when used\n");
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// Example workflow
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println!("=== Example Issues ===\n");
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println!("Issue #2834: 'Login timeout after 15 minutes'");
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println!("Stage 1 (Ollama):");
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println!(" Type: bug (confidence: 92%)");
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println!(" Component: auth");
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println!(" Priority: high");
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println!(" → Route to: Backend Team");
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println!(" Cost: $0.00\n");
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println!("Issue #2835: 'Request feature: Dark mode UI'");
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println!("Stage 1 (Ollama):");
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println!(" Type: feature (confidence: 95%)");
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println!(" Component: ui");
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println!(" Priority: medium");
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println!(" → Route to: Design Team");
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println!(" Cost: $0.00\n");
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println!("Issue #2836: 'Performance degradation on 4M+ records'");
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println!("Stage 1 (Ollama): Unclear (confidence: 62%)");
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println!(" Unclear if bug or feature request");
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println!(" → Escalate to Stage 2\n");
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println!("Stage 2 (Claude):");
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println!(" Detailed analysis: Database indexing issue");
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println!(" Type: bug (root cause: missing index)");
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println!(" Component: database");
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println!(" Priority: critical");
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println!(" → Route to: Database Team");
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println!(" Cost: $0.08\n");
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// Economics
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println!("=== Monthly Economics ===");
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println!("Issues processed: 200/month");
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println!("Classification cost: 200 × $0.00 = $0.00");
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println!("Analysis cost: 30 × $0.08 = $2.40 (15% unclear)");
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println!("Total cost: $2.40/month\n");
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println!("Manual triage: 20 hours × $50/hr = $1,000/month");
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println!("Savings: $998/month\n");
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// Benefits
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println!("=== Results ===");
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println!("✓ Issues routed in seconds (vs hours)");
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println!("✓ 95% accuracy on classification");
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println!("✓ Consistent triage criteria");
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println!("✓ Team gets context immediately");
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println!("✓ Cost: $2.40/month (vs $1,000)");
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println!("✓ Reduces context switching");
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}
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