From cd4bc6bec664ef82924f48a7b8c12a9dda379598 Mon Sep 17 00:00:00 2001 From: "autofix-ci[bot]" <114827586+autofix-ci[bot]@users.noreply.github.com> Date: Thu, 6 Nov 2025 16:08:53 +0000 Subject: [PATCH] [autofix.ci] apply automated fixes --- AI-Driven-Development-Report.md | 91 +++++++++++++++++---------------- 1 file changed, 47 insertions(+), 44 deletions(-) diff --git a/AI-Driven-Development-Report.md b/AI-Driven-Development-Report.md index 045cbebf..dae6e7af 100644 --- a/AI-Driven-Development-Report.md +++ b/AI-Driven-Development-Report.md @@ -1,4 +1,5 @@ # Executive Summary Report + ## AI-Driven Development: OCPP 2.0 Implementation Productivity Analysis **Project**: SAP/e-mobility-charging-stations-simulator @@ -11,11 +12,11 @@ ### Functional Coverage Comparison -| Period | Commands Implemented | Coverage | Time Invested | -|--------|---------------------|----------|---------------| -| **Pre-AI** (18+ months) | 5 commands | 42% | 50% FTE | -| **Post-AI** (2 months) | +5 commands | 83% | 50% FTE | -| **Improvement** | +100% output | +98% growth | Same resource | +| Period | Commands Implemented | Coverage | Time Invested | +| ----------------------- | -------------------- | ----------- | ------------- | +| **Pre-AI** (18+ months) | 5 commands | 42% | 50% FTE | +| **Post-AI** (2 months) | +5 commands | 83% | 50% FTE | +| **Improvement** | +100% output | +98% growth | Same resource | **Visual Progress**: Coverage increased from 42% to 83% in 2 months with AI assistance @@ -25,20 +26,20 @@ ### Development Velocity -| Metric | Pre-AI | Post-AI | Improvement | -|--------|--------|---------|-------------| -| **Time per command** | ~3.6 months | ~12 days | **9x faster** | -| **Commands/month** | 0.28 | 2.5 | **9x increase** | -| **Coverage growth rate** | 2.3%/month | 20.5%/month | **9x acceleration** | +| Metric | Pre-AI | Post-AI | Improvement | +| ------------------------ | ----------- | ----------- | ------------------- | +| **Time per command** | ~3.6 months | ~12 days | **9x faster** | +| **Commands/month** | 0.28 | 2.5 | **9x increase** | +| **Coverage growth rate** | 2.3%/month | 20.5%/month | **9x acceleration** | ### Key Implementations (September-November 2025) -| Date | Command | Implementation Method | -|------|---------|----------------------| -| October 21 | GetBaseReport + NotifyReport | Copilot Agent | -| October 24 | GetVariables | Spec-driven | -| October 29 | SetVariables | Spec-driven | -| November 3 | RequestStartTransaction | Spec-driven | +| Date | Command | Implementation Method | +| ---------- | ---------------------------- | --------------------- | +| October 21 | GetBaseReport + NotifyReport | Copilot Agent | +| October 24 | GetVariables | Spec-driven | +| October 29 | SetVariables | Spec-driven | +| November 3 | RequestStartTransaction | Spec-driven | **Delivery cadence**: 1 major command every 7-10 days vs. 1 every 3+ months previously @@ -48,21 +49,23 @@ ### Time-to-Market Acceleration -| Capability | Traditional Estimate | AI-Assisted Actual | Acceleration | -|------------|---------------------|-------------------|--------------| -| Variables Management (Get/Set) | 4-6 months | 5 days | **24-36x** | -| Provisioning Stack (Full) | 6-8 months | 11 days | **16-22x** | -| Overall OCPP 2.0 to 83% | 24+ months | 2 months | **12x** | +| Capability | Traditional Estimate | AI-Assisted Actual | Acceleration | +| ------------------------------ | -------------------- | ------------------ | ------------ | +| Variables Management (Get/Set) | 4-6 months | 5 days | **24-36x** | +| Provisioning Stack (Full) | 6-8 months | 11 days | **16-22x** | +| Overall OCPP 2.0 to 83% | 24+ months | 2 months | **12x** | ### Value Delivered **Functional Capabilities Added:** + - Complete device model reporting (GetBaseReport, NotifyReport) - Full variables management (GetVariables, SetVariables) - Remote transaction control (RequestStartTransaction) - Production-ready monitoring and provisioning **Market Advantage:** + - 12+ months earlier market entry - Enhanced product competitiveness - Faster customer feature delivery @@ -73,21 +76,21 @@ ### Development Stack -| Component | Purpose | Impact | -|-----------|---------|--------| -| **GitHub Copilot** | Feature implementation | Code generation from specs | +| Component | Purpose | Impact | +| ----------------------- | ----------------------- | ----------------------------- | +| **GitHub Copilot** | Feature implementation | Code generation from specs | | **OpenCode + openspec** | Spec-driven development | Requirements → Implementation | -| **Dependabot** | Maintenance automation | 88% time saved on updates | +| **Dependabot** | Maintenance automation | 88% time saved on updates | ### Process Transformation -| Phase | Before AI | After AI | -|-------|-----------|----------| -| **Specification Analysis** | Days | Hours | -| **Implementation** | Weeks | Automated | -| **Testing** | Week | Hours | -| **Review** | Days | Hours | -| **Total per command** | **3-4 months** | **1-2 days** | +| Phase | Before AI | After AI | +| -------------------------- | -------------- | ------------ | +| **Specification Analysis** | Days | Hours | +| **Implementation** | Weeks | Automated | +| **Testing** | Week | Hours | +| **Review** | Days | Hours | +| **Total per command** | **3-4 months** | **1-2 days** | **Time reduction**: 95% per feature @@ -103,12 +106,12 @@ ### Cost Efficiency -| Factor | Value | -|--------|-------| -| **Development speed** | 9x increase | +| Factor | Value | +| ----------------------- | ------------------- | +| **Development speed** | 9x increase | | **Resource investment** | Unchanged (50% FTE) | -| **Cost per feature** | -90% reduction | -| **Time to market** | 12+ months earlier | +| **Cost per feature** | -90% reduction | +| **Time to market** | 12+ months earlier | --- @@ -116,12 +119,12 @@ ### Proven Results -| Achievement | Metric | -|-------------|--------| -| **Speed increase** | 9x faster delivery | -| **Functional growth** | +98% coverage in 2 months | -| **Efficiency gain** | 95% time reduction per feature | -| **Market advantage** | 12+ months acceleration | +| Achievement | Metric | +| --------------------- | ------------------------------ | +| **Speed increase** | 9x faster delivery | +| **Functional growth** | +98% coverage in 2 months | +| **Efficiency gain** | 95% time reduction per feature | +| **Market advantage** | 12+ months acceleration | ### Strategic Recommendation @@ -131,4 +134,4 @@ AI-driven, specification-based development has demonstrated **quantifiable 9x pr **Evidence**: [GitHub Repository Activity](https://github.com/SAP/e-mobility-charging-stations-simulator) **Methodology**: openspec + GitHub Copilot + OpenCode -**Period**: September 6 - November 6, 2025 \ No newline at end of file +**Period**: September 6 - November 6, 2025 -- 2.43.0