GM-RKB 6-Month Roadmap (Q4 2024 - Q1 2025)

A GM-RKB 6-Month Roadmap (Q4 2024 - Q1 2025) is a GM-RKB project roadmap that outlines achievable development milestones within a 6 hours per week time constraint from October 2024 through March 2025 for GM-RKB infrastructure stability and incremental enhancement.

• AKA: GM-RKB Solo Developer Roadmap (Q4 2024 - Q1 2025), GM-RKB Part-Time Development Plan (2024-2025).
• Context:
  • It can typically structure GM-RKB Weekly Sprints with single deliverable focus and 6-hour time boxes.
  • It can typically establish GM-RKB Time Constraints of 6 hours per week totaling 24 hours per month.
  • It can typically prioritize GM-RKB Critical Infrastructure through disaster prevention measures before growth features.
  • It can often implement GM-RKB Impact-per-Hour Prioritization focusing on high ROI improvements.
  • It can often incorporate GM-RKB MVP Milestones with achievable scope within time constraints.
  • It can range from being a GM-RKB Stability Phase to being a GM-RKB Enhancement Phase, depending on its development priority.
  • It can integrate with Sprint-Based Reality Approach for weekly deliverable achievement.
  • ...
• Examples:
  • GM-RKB Monthly Sprint Allocations, such as:
    • Month 1 (October 2024): Monitoring Foundation, including:
      • Week 1 Sprint (6 hours): CloudWatch Basic Setup for critical metrics.
      • Week 2 Sprint (6 hours): Alert Configuration for downtime detection.
      • Week 3 Sprint (6 hours): Dashboard Creation for performance visibility.
      • Week 4 Sprint (6 hours): Documentation of monitoring configuration.
      • Deliverable: Functional monitoring system preventing disaster.
      • Reality Check: 24 hours total, monitoring only.
    • Month 2 (November 2024): Backup Implementation, including:
      • Week 1 Sprint (6 hours): Backup Script Development for database export.
      • Week 2 Sprint (6 hours): S3 Integration for backup storage.
      • Week 3 Sprint (6 hours): Automation Setup via cron job.
      • Week 4 Sprint (6 hours): Recovery Testing and documentation.
      • Deliverable: Automated daily backups with verified recovery.
      • Reality Check: 24 hours total, backup only.
    • Month 3 (December 2024): Cost Optimization, including:
      • Week 1 Sprint (6 hours): AWS Bill Analysis identifying top 3 cost drivers.
      • Week 2 Sprint (6 hours): Quick Win Implementation (e.g., remove unused resources).
      • Week 3 Sprint (6 hours): Reserved Instance Review for potential savings.
      • Week 4 Sprint (6 hours): Cost Alert Setup for budget monitoring.
      • Deliverable: 10-20% cost reduction or clear cost visibility.
      • Reality Check: 24 hours total, analysis and quick wins only.
    • Month 4-6 (January-March 2025): One Meaningful Feature, including:
      • Option A: Basic LLM Enhancement Pipeline:
        • Month 4: LLM Integration Research and proof of concept.
        • Month 5: Pipeline Development for 100 test pages.
        • Month 6: Production Rollout for 1,000 pages.
      • Option B: Knowledge Harvesting MVP:
        • Month 4: YouTube API Integration for 1 channel.
        • Month 5: Content Parser Development.
        • Month 6: GM-RKB Page Generator for 50 concepts.
      • Option C: Performance Optimization:
        • Month 4: Database Index Optimization.
        • Month 5: Caching Implementation.
        • Month 6: Query Performance Tuning.
      • Deliverable: One well-executed feature with measurable impact.
      • Reality Check: 72 hours total, single feature focus.
  • GM-RKB Alternative Approaches, such as:
    • Impact-per-Hour Prioritization:
      • Critical (Prevents Disaster): Monitoring, Backups.
      • High ROI (Saves Money/Time): Cost audit, Automation.
      • Growth (If Time Permits): LLM enhancements.
    • Weekly Sprint Reality:
      • 6-hour weekly sprints with ONE clear deliverable.
      • No month-long arcs, just "what ships this week?".
      • Accumulate small wins into bigger features.
  • ...
• Counter-Examples:
  • GM-RKB Full-Time Development Roadmap, which assumes 40 hours per week.
  • GM-RKB VC Pitch Deck Roadmap, which promises 500K pages and multi-model integration.
  • GM-RKB Unrealistic Growth Plan, which targets 5x growth without infrastructure investment.
• See: GM-RKB Project Roadmap, Project Roadmap, Sprint-Based Development, Time-Boxed Development, Solo Developer Constraint, MVP Milestone.

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