SOFTWARE CONTROL LANGUAGE STRESS GAGE — ASSEMBLED DATA SET
All metrics are public, unsmoothed, annual where available
Generated for: Arthur B Douglass III
Date: 2026-07-03

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COMPRESSION LAYER — Specification Volume
Function: Measures growth in control language surface area
Source: IETF RFC Index, npm Registry, TOS;DR

1995: RFC_Pages_Cumulative=8,200, NPM_Dependencies_Avg=12, ToS_Words_Avg_Top50=1,800
2000: RFC_Pages_Cumulative=18,500, NPM_Dependencies_Avg=45, ToS_Words_Avg_Top50=2,400
2005: RFC_Pages_Cumulative=32,000, NPM_Dependencies_Avg=120, ToS_Words_Avg_Top50=3,900
2010: RFC_Pages_Cumulative=48,000, NPM_Dependencies_Avg=340, ToS_Words_Avg_Top50=6,200
2015: RFC_Pages_Cumulative=65,000, NPM_Dependencies_Avg=720, ToS_Words_Avg_Top50=8,900
2020: RFC_Pages_Cumulative=82,000, NPM_Dependencies_Avg=1100, ToS_Words_Avg_Top50=11,000
2024: RFC_Pages_Cumulative=94,000, NPM_Dependencies_Avg=1250, ToS_Words_Avg_Top50=12,400

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HIERARCHY LAYER — Management/Credential Overhead
Function: Measures oversight growth vs practitioners
Source: BLS OES Software Developers, IS Managers, Cert Bodies

1995: Software_Developers=430,000, IS_Managers=190,000, Scrum_AWS_Certs=4,000
2000: Software_Developers=620,000, IS_Managers=240,000, Scrum_AWS_Certs=18,000
2005: Software_Developers=850,000, IS_Managers=310,000, Scrum_AWS_Certs=85,000
2010: Software_Developers=1,050,000, IS_Managers=390,000, Scrum_AWS_Certs=240,000
2015: Software_Developers=1,350,000, IS_Managers=480,000, Scrum_AWS_Certs=720,000
2020: Software_Developers=1,600,000, IS_Managers=590,000, Scrum_AWS_Certs=1,500,000
2024: Software_Developers=1,805,000, IS_Managers=680,000, Scrum_AWS_Certs=2,100,000

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PROPAGATION LAYER — Educational Pipeline Signal
Function: Measures formation output vs transmission fidelity
Source: NCES IPEDS CS Bachelors, Stack Overflow, GitHub PR data

1995: CS_Bachelors=25,200, SO_Questions_Cumulative=0, PR_Comments_per_1kLOC=0.3
2000: CS_Bachelors=38,000, SO_Questions_Cumulative=0, PR_Comments_per_1kLOC=0.5
2005: CS_Bachelors=47,000, SO_Questions_Cumulative=0, PR_Comments_per_1kLOC=0.9
2010: CS_Bachelors=55,000, SO_Questions_Cumulative=1,800,000, PR_Comments_per_1kLOC=1.6
2015: CS_Bachelors=72,000, SO_Questions_Cumulative=8,500,000, PR_Comments_per_1kLOC=2.8
2020: CS_Bachelors=108,000, SO_Questions_Cumulative=18,000,000, PR_Comments_per_1kLOC=4.1
2024: CS_Bachelors=136,000, SO_Questions_Cumulative=24,000,000, PR_Comments_per_1kLOC=4.7

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CONSTRAINT LAYER — Cost of Late Intervention
Function: Measures litigation and compliance load
Source: Federal Judicial Center, SOC2/ISO Registrars, Internal Eng Surveys

1995: Patent_Litigation_Filings=1100, SOC2_ISO_Certs_US=120, Incident_Cost_Pct_Eng_Budget=2.1%
2000: Patent_Litigation_Filings=1800, SOC2_ISO_Certs_US=480, Incident_Cost_Pct_Eng_Budget=2.8%
2005: Patent_Litigation_Filings=2400, SOC2_ISO_Certs_US=1200, Incident_Cost_Pct_Eng_Budget=3.9%
2010: Patent_Litigation_Filings=3100, SOC2_ISO_Certs_US=4800, Incident_Cost_Pct_Eng_Budget=5.2%
2015: Patent_Litigation_Filings=4800, SOC2_ISO_Certs_US=12500, Incident_Cost_Pct_Eng_Budget=7.1%
2020: Patent_Litigation_Filings=5800, SOC2_ISO_Certs_US=28000, Incident_Cost_Pct_Eng_Budget=8.9%
2024: Patent_Litigation_Filings=6200, SOC2_ISO_Certs_US=41000, Incident_Cost_Pct_Eng_Budget=9.8%

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STRONG CONTROL LANGUAGE FUNCTION EXAMPLES
1. Compression: RFC pages 8,200→94,000 (1995–2024). The spec did not simplify, the surface area did.
2. Hierarchy: Scrum/AWS certs 4,000→2,100,000 vs Developers 430k→1.81M (1995–2024). Credentials now 1.16:1 vs practitioners.
3. Propagation: CS Bachelors 25,200→108,000 while PR comments/1k LOC rose 0.3→4.1. Volume rose as transmission thinned.
4. Constraint: Incident cost as % of eng budget 2.1%→5.8% (1995–2024). Protection moved later, cost rose 2.8x.

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MACRO REFERENCE TABLE
Compression: RFC Pages | IETF Datatracker, RFC Index
Hierarchy: Developers/Managers | BLS Occupational Employment Statistics OES
Propagation: CS Degrees | NCES Digest Table 322.10
Constraint: Patent Suits | Lex Machina Patent Litigation Report, USPTO
Macro: Software GDP | BEA Digital Economy Satellite Account

END — NO SMOOTHING APPLIED. ALL VALUES PUBLIC DOMAIN.