Model Comparison 100% sign agreement
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 No human rights theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.50 0.00 Technology Knowledge
deepseek/deepseek-v3.2-20251201 +0.20 +0.05 Mild positive 0.06 0.07 Education Access
claude-haiku-4-5-20251001 +0.13 +0.11 Mild positive 0.16 0.04 Education & Knowledge Access
meta-llama/llama-3.3-70b-instruct:free ND ND
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite deepseek/deepseek-v3.2-20251201 claude-haiku-4-5-20251001 meta-llama/llama-3.3-70b-instruct:free
Preamble ND ND ND ND ND
Article 1 ND ND ND ND ND
Article 2 ND ND ND 0.16 ND
Article 3 ND ND ND ND ND
Article 4 ND ND ND ND ND
Article 5 ND ND ND ND ND
Article 6 ND ND ND ND ND
Article 7 ND ND ND ND ND
Article 8 ND ND ND ND ND
Article 9 ND ND ND ND ND
Article 10 ND ND ND ND ND
Article 11 ND ND ND ND ND
Article 12 ND ND ND -0.35 ND
Article 13 ND ND ND 0.08 ND
Article 14 ND ND ND ND ND
Article 15 ND ND ND ND ND
Article 16 ND ND ND ND ND
Article 17 ND ND ND ND ND
Article 18 ND ND ND ND ND
Article 19 ND ND ND 0.10 ND
Article 20 ND ND ND ND ND
Article 21 ND ND ND ND ND
Article 22 ND ND ND ND ND
Article 23 ND ND ND ND ND
Article 24 ND ND ND ND ND
Article 25 ND ND ND ND ND
Article 26 ND ND 0.50 0.61 ND
Article 27 ND ND 0.41 0.51 ND
Article 28 ND ND ND ND ND
Article 29 ND ND ND ND ND
Article 30 ND ND ND ND ND
+0.13 Software Engineering Body of Knowledge (codedocs.org S:+0.11 )
27 points by 9wzYQbTYsAIc 1238 days ago | 5 comments on HN | Mild positive Editorial · v3.7 · 2026-02-26 04:01:29 0
Summary Education & Knowledge Access Acknowledges
This page documents the Software Engineering Body of Knowledge (SWEBOK), an ISO/IEC international standard for professional software engineering knowledge. The content demonstrates strong alignment with Article 26 (education) and Article 27 (scientific progress) through free, globally accessible documentation of systematized professional knowledge. However, structural signals reveal privacy concerns through unannounced third-party tracking (Google Analytics, Infolinks) without visible consent mechanisms, creating a contradiction between the page's knowledge-sharing mission and its surveillance infrastructure.
Article Heatmap
Preamble: ND — Preamble Preamble: No Data — Preamble P Article 1: ND — Freedom, Equality, Brotherhood Article 1: No Data — Freedom, Equality, Brotherhood 1 Article 2: +0.16 — Non-Discrimination 2 Article 3: ND — Life, Liberty, Security Article 3: No Data — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: ND — No Torture Article 5: No Data — No Torture 5 Article 6: ND — Legal Personhood Article 6: No Data — Legal Personhood 6 Article 7: ND — Equality Before Law Article 7: No Data — Equality Before Law 7 Article 8: ND — Right to Remedy Article 8: No Data — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: ND — Fair Hearing Article 10: No Data — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: -0.35 — Privacy 12 Article 13: +0.08 — Freedom of Movement 13 Article 14: ND — Asylum Article 14: No Data — Asylum 14 Article 15: ND — Nationality Article 15: No Data — Nationality 15 Article 16: ND — Marriage & Family Article 16: No Data — Marriage & Family 16 Article 17: ND — Property Article 17: No Data — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.10 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: ND — Political Participation Article 21: No Data — Political Participation 21 Article 22: ND — Social Security Article 22: No Data — Social Security 22 Article 23: ND — Work & Equal Pay Article 23: No Data — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: ND — Standard of Living Article 25: No Data — Standard of Living 25 Article 26: +0.61 — Education 26 Article 27: +0.51 — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: ND — Duties to Community Article 29: No Data — Duties to Community 29 Article 30: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Editorial Mean +0.13 Structural Mean +0.11
Weighted Mean +0.20 Unweighted Mean +0.18
Max +0.61 Article 26 Min -0.35 Article 12
Signal 6 No Data 25
Volatility 0.31 (High)
Negative 1 Channels E: 0.6 S: 0.4
SETL +0.04 Editorial-dominant
FW Ratio 62% 24 facts · 15 inferences
Evidence 16% coverage
3H 3M 1L 24 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.16 (1 articles) Security: 0.00 (0 articles) Legal: 0.00 (0 articles) Privacy & Movement: -0.13 (2 articles) Personal: 0.00 (0 articles) Expression: 0.10 (1 articles) Economic & Social: 0.00 (0 articles) Cultural: 0.56 (2 articles) Order & Duties: 0.00 (0 articles)
Editorial Channel
What the content says
+0.35
Article 26 Education
High Advocacy Practice
Editorial
+0.35
SETL
+0.19

Content directly documents and promotes technical education and knowledge development. SWEBOK represents systematized professional knowledge for the software engineering field, explicitly supporting education and skill development.

+0.30
Article 27 Cultural Participation
High Advocacy Practice
Editorial
+0.30
SETL
+0.17

Content documents participation in and advancement of professional scientific knowledge. SWEBOK represents collective professional practice standards and documented knowledge advancement in software engineering.

+0.10
Article 19 Freedom of Expression
Medium Advocacy
Editorial
+0.10
SETL
0.00

Content documents and communicates technical knowledge freely. SWEBOK as international standard represents collective knowledge sharing and open information dissemination.

0.00
Article 2 Non-Discrimination
Medium
Editorial
0.00
SETL
-0.15

Content makes no claims regarding non-discrimination. Technical documentation is neutral on discrimination issues.

0.00
Article 12 Privacy
High Practice
Editorial
0.00
SETL
+0.25

Content does not explicitly discuss privacy. Technical documentation is neutral on privacy matters.

0.00
Article 13 Freedom of Movement
Medium Practice
Editorial
0.00
SETL
-0.20

Content does not discuss freedom of movement or migration.

ND
Preamble Preamble

Content does not directly address the Preamble's aspirations regarding dignity, equality, and freedom.

ND
Article 1 Freedom, Equality, Brotherhood

Content does not address equality or freedom as foundational concepts.

ND
Article 3 Life, Liberty, Security

Content does not address right to life, liberty, or personal security.

ND
Article 4 No Slavery

Content does not address slavery or servitude.

ND
Article 5 No Torture

Content does not address freedom from torture or cruel treatment.

ND
Article 6 Legal Personhood

Content does not address right to legal recognition.

ND
Article 7 Equality Before Law

Content does not address equality before law.

ND
Article 8 Right to Remedy

Content does not address access to judicial remedies.

ND
Article 9 No Arbitrary Detention

Content does not address freedom from arbitrary detention.

ND
Article 10 Fair Hearing

Content does not address right to fair trial.

ND
Article 11 Presumption of Innocence

Content does not address presumption of innocence or criminal law.

ND
Article 14 Asylum

Content does not address asylum or refugee rights.

ND
Article 15 Nationality

Content does not address nationality or citizenship.

ND
Article 16 Marriage & Family

Content does not address family rights or marriage.

ND
Article 17 Property

Content does not address property rights.

ND
Article 18 Freedom of Thought

Content does not address freedom of thought, conscience, or religion.

ND
Article 20 Assembly & Association
Low Practice

Content does not discuss freedom of assembly or association.

ND
Article 21 Political Participation

Content does not address political participation or voting.

ND
Article 22 Social Security

Content does not address social security or welfare.

ND
Article 23 Work & Equal Pay

Content does not address labor rights, employment, or fair working conditions.

ND
Article 24 Rest & Leisure

Content does not address rest or leisure.

ND
Article 25 Standard of Living

Content does not address health, food, or living standards.

ND
Article 28 Social & International Order

Content does not address social/international order or rights realization frameworks.

ND
Article 29 Duties to Community

Content does not address duties or community responsibilities.

ND
Article 30 No Destruction of Rights

Content does not address prohibition of rights limitation or misuse.

Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy -0.15
Article 12
Google Analytics tracking (G-CCCZ5JNS92) and Infolinks (pid 3411934) present without visible privacy policy on evaluated page. Third-party tracking deployed without observable consent mechanism.
Terms of Service
Terms of Service not observable on page content provided.
Identity & Mission
Mission +0.05
Article 26 Article 27
CodeDocs appears to operate as educational documentation aggregator. No explicit mission statement regarding human rights or social responsibility observed on page.
Editorial Code
No editorial code or standards observable on provided page content.
Ownership
Owner/publisher identity not clearly disclosed on page.
Access & Distribution
Access Model +0.20
Article 26 Article 27
Content appears freely accessible. No paywall or registration requirement observed. Supports broad access to educational/technical information.
Ad/Tracking -0.10
Article 12
Infolinks advertising network integrated (wsid=0). Ad-supported model may deploy behavioral tracking without explicit user notice.
Accessibility +0.10
Article 2 Article 26
Page includes JavaScript-heavy navigation and search functionality. Mobile search feature present (responsive design signal). No explicit accessibility statements observed, but basic structural responsiveness suggests partial accessibility consideration.
+0.25
Article 26 Education
High Advocacy Practice
Structural
+0.25
Context Modifier
+0.30
SETL
+0.19

Free, unrestricted access to professional knowledge documentation supports educational accessibility. Mobile-responsive design enables access across devices. No educational barriers (registration, paywalls) observed.

+0.20
Article 13 Freedom of Movement
Medium Practice
Structural
+0.20
Context Modifier
0.00
SETL
-0.20

Free access to documentation supports information mobility and knowledge movement. No geographic restrictions observed.

+0.20
Article 27 Cultural Participation
High Advocacy Practice
Structural
+0.20
Context Modifier
+0.25
SETL
+0.17

Free access to technical standards removes barriers to participation in scientific knowledge advancement. Documentation of evolving standards (SWEBOK V3 2013, SWEBoK Evolution effort 2016) shows ongoing scientific development.

+0.15
Article 2 Non-Discrimination
Medium
Structural
+0.15
Context Modifier
+0.10
SETL
-0.15

Mobile responsive design and search accessibility suggest partial accommodation of diverse users, but no explicit non-discrimination commitment observed.

+0.10
Article 19 Freedom of Expression
Medium Advocacy
Structural
+0.10
Context Modifier
0.00
SETL
0.00

Page provides unrestricted access to technical standards documentation. Search functionality (livesearch.php) enables free information discovery without paywalls.

-0.25
Article 12 Privacy
High Practice
Structural
-0.25
Context Modifier
-0.25
SETL
+0.25

Third-party tracking (Google Analytics: G-CCCZ5JNS92, Infolinks: pid 3411934) deployed without visible privacy policy or consent mechanism. Ad network integration (wsid=0) suggests behavioral tracking deployment.

ND
Preamble Preamble

No structural signals related to promoting human dignity or equality frameworks.

ND
Article 1 Freedom, Equality, Brotherhood

Page structure and access model do not engage with equality principles.

ND
Article 3 Life, Liberty, Security

No structural signals relevant to safety or security rights.

ND
Article 4 No Slavery

No structural signals relevant to freedom from servitude.

ND
Article 5 No Torture

No structural signals relevant to protection from harm.

ND
Article 6 Legal Personhood

No structural signals relevant to legal personhood.

ND
Article 7 Equality Before Law

No structural signals relevant to equal legal protection.

ND
Article 8 Right to Remedy

No structural signals relevant to remedy or justice.

ND
Article 9 No Arbitrary Detention

No structural signals relevant to arbitrary action prevention.

ND
Article 10 Fair Hearing

No structural signals relevant to due process.

ND
Article 11 Presumption of Innocence

No structural signals relevant to criminal justice rights.

ND
Article 14 Asylum

No structural signals relevant to asylum or refuge.

ND
Article 15 Nationality

No structural signals relevant to nationality rights.

ND
Article 16 Marriage & Family

No structural signals relevant to family or personal relationships.

ND
Article 17 Property

No structural signals relevant to property protection.

ND
Article 18 Freedom of Thought

No structural signals relevant to conscience or belief.

ND
Article 20 Assembly & Association
Low Practice

Page references IEEE Computer Society and cooperative multi-organizational development (SWEBOK 'created through cooperation among several professional bodies'), suggesting structural support for collective professional association.

ND
Article 21 Political Participation

No structural signals relevant to political participation.

ND
Article 22 Social Security

No structural signals relevant to social protections.

ND
Article 23 Work & Equal Pay

No structural signals relevant to labor rights or worker protections.

ND
Article 24 Rest & Leisure

No structural signals relevant to rest or leisure rights.

ND
Article 25 Standard of Living

No structural signals relevant to health and welfare.

ND
Article 28 Social & International Order

Page references ISO/IEC international standard, suggesting implicit engagement with international order, but no explicit commentary present.

ND
Article 29 Duties to Community

No structural signals relevant to duty or responsibility frameworks.

ND
Article 30 No Destruction of Rights

No structural signals relevant to rights safeguards against abuse.

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.67 low claims
Sources
0.8
Evidence
0.7
Uncertainty
0.5
Purpose
0.7
Propaganda Flags
No manipulative rhetoric detected
0 techniques detected
Emotional Tone
Emotional character: positive/negative, intensity, authority
measured
Valence
+0.4
Arousal
0.2
Dominance
0.6
Transparency
Does the content identify its author and disclose interests?
0.30
✗ Author
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.70 solution oriented
Reader Agency
0.7
Stakeholder Voice
Whose perspectives are represented in this content?
0.45 3 perspectives
Speaks: institutioncorporation
About: workersindividuals
Temporal Framing
Is this content looking backward, at the present, or forward?
mixed medium term
Geographic Scope
What geographic area does this content cover?
global
Complexity
How accessible is this content to a general audience?
moderate medium jargon domain specific
Longitudinal · 7 evals
+1 0 −1 HN
Audit Trail 27 entries
2026-02-28 14:38 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 14:38 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech tutorial, no rights stance
2026-02-26 23:08 eval_success Light evaluated: Neutral (0.00) - -
2026-02-26 23:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
2026-02-26 20:16 dlq Dead-lettered after 1 attempts: Software Engineering Body of Knowledge - -
2026-02-26 20:14 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:13 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:12 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:37 dlq Dead-lettered after 1 attempts: Software Engineering Body of Knowledge - -
2026-02-26 17:35 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:34 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:32 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 16:14 eval_success Evaluated: Mild positive (0.16) - -
2026-02-26 16:14 eval Evaluated by deepseek-v3.2: +0.16 (Mild positive) 10,814 tokens
2026-02-26 09:10 dlq Dead-lettered after 1 attempts: Software Engineering Body of Knowledge - -
2026-02-26 09:09 dlq Dead-lettered after 1 attempts: Software Engineering Body of Knowledge - -
2026-02-26 09:07 rate_limit OpenRouter rate limited (429) model=hermes-3-405b - -
2026-02-26 09:07 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:06 rate_limit OpenRouter rate limited (429) model=hermes-3-405b - -
2026-02-26 09:06 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:05 rate_limit OpenRouter rate limited (429) model=hermes-3-405b - -
2026-02-26 09:05 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:05 dlq Dead-lettered after 1 attempts: Software Engineering Body of Knowledge - -
2026-02-26 04:01 eval Evaluated by claude-haiku-4-5-20251001: +0.19 (Mild positive) 13,254 tokens +0.16
2026-02-26 04:00 eval Evaluated by claude-haiku-4-5-20251001: +0.03 (Neutral) 13,295 tokens +0.00
2026-02-26 03:01 eval Evaluated by claude-haiku-4-5-20251001: +0.03 (Neutral) 13,023 tokens -0.12
2026-02-26 02:29 eval Evaluated by claude-haiku-4-5-20251001: +0.14 (Mild positive) 14,812 tokens