Agentic Development Productivity Benchmark
Travis L. Guckert
LeMay Publishing
REPORTS
Agentic Development Productivity Benchmark
Benchmark11,948 words57 chapters
Published by LeMay Publishing. 11,948 words across 57 chapters.
About This Publication
Benchmark study comparing traditional development productivity against Boris Protocol parallel agentic methodology.
Published by LeMay Publishing, a division of LeMay. Massachusetts.
ISBN: 979-8-0000-5079-8
Chapters
1AGENTIC DEVELOPMENT PRODUCTIVITY BENCHMARK
2A Comparative Analysis of Traditional Development Productivity Against Boris Protocol Parallel Agentic Methodology
3TABLE OF CONTENTS
4FOREWORD
5EXECUTIVE SUMMARY
6CHAPTER 1: PURPOSE, SCOPE, AND METHODOLOGY
71.1 — Research Objectives
81.2 — Scope of Inquiry
91.3 — Methodological Framework
101.4 — Statistical Instruments and Controls
111.5 — Limitations and Disclaimers
12CHAPTER 2: DEFINING THE BASELINE — TRADITIONAL DEVELOPMENT PRODUCTIVITY
132.1 — Historical Productivity Metrics in Software Engineering
142.2 — The Solo Developer Benchmark
152.3 — The Team-Based Benchmark
162.4 — Baseline Measurement Protocol
17CHAPTER 3: THE BORIS PROTOCOL — ARCHITECTURE AND OPERATING PRINCIPLES
183.1 — Origins and Design Philosophy
193.2 — Structural Components of the Protocol
203.3 — The Session Architecture
213.4 — Parallelism as First Principle
223.5 — Orchestration Without Management Overhead
23CHAPTER 4: BENCHMARK DESIGN AND TEST MATRIX
244.1 — Task Categories and Classification
254.2 — Complexity Scoring Methodology
264.3 — Test Environment Specifications
274.4 — Agent Configuration and Tooling
284.5 — Measurement Instruments
29CHAPTER 5: RESULTS — QUANTITATIVE FINDINGS
305.1 — Throughput Metrics
315.2 — Time-to-Completion Analysis
325.3 — Defect Density and Quality Metrics
335.4 — Parallelism Efficiency Ratios
345.5 — Cost-Per-Function-Point Analysis
35CHAPTER 6: RESULTS — QUALITATIVE FINDINGS
366.1 — Architectural Coherence Under Parallel Execution
376.2 — Context Degradation Patterns
386.3 — Developer Experience and Cognitive Load
396.4 — Failure Modes and Recovery Characteristics
40CHAPTER 7: COMPARATIVE ANALYSIS
417.1 — Productivity Multipliers by Task Category
427.2 — Break-Even Analysis
437.3 — Scalability Curves
447.4 — Diminishing Returns and Saturation Points
45CHAPTER 8: IMPLICATIONS AND PROJECTIONS
468.1 — For Engineering Organizations
478.2 — For Solo Practitioners
488.3 — For Tooling and Platform Providers
498.4 — Forward Projections: 2026–2030
50CHAPTER 9: RECOMMENDATIONS
51APPENDIX A: RAW DATA TABLES
52Table A-1: Throughput by Task (Function Points per Calendar Hour)
53Table A-2: Defect Density by Complexity Tier (Defects per KLOC)
54Table A-3: Cost Per Function Point by Treatment Arm (USD)
55APPENDIX B: BORIS PROTOCOL SESSION TEMPLATE
56APPENDIX C: GLOSSARY OF TERMS
57REFERENCES