Team Velocity Patterns

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from dataclasses import dataclass
from datetime import datetime
import json

@dataclass
class AIExperiment:
    hypothesis: str
    approach: str
    prompt_version: str
    model: str
    test_set_id: str
    

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// tech-debt-tracker.ts
interface TechDebtItem {
  id: string;
  type: 'model' | 'data' | 'infrastructure' | 'code';
  severity: 'critical' | 'high' | 'medium' | 'low';
  estimatedHours: number;
  interestRate: number; // multiplier per sprint if not addressed
  createdAt: Date;
  context: string;
}

class TechDebtTracker {

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# pair_programming_tracker.py
from dataclasses import dataclass
from datetime import datetime, timedelta
from collections import defaultdict
import json

@dataclass
class PairSession:
    driver: str
    navigator: str
    topic: str
    duration_minutes: int

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// velocity-tracker.ts
interface SprintMetrics {
  sprintId: string;
  plannedPoints: number;
  completedPoints: number;
  aiExperimentPoints: number;
  techDebtPoints: number;
  carryoverPoints: number;
  teamSize: number;
  focusTimeHours: number;
  prCycleTimeHours: number;
}