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nilbuild/developer-roadmap

// all events — 2026-07-06

Type AI Score Description Actor Reason Date
commit 1.00 fix(ai-quiz): cap verify payload question length (#10026) Commit message contains explicit AI assi 2026-06-25
pr 1.00 feat(product-manager): add 3 quality resource links to all 1 PR body explicitly mentions AI collabora 2026-05-22
pr 1.00 feat(server-side-game-developer): add resource links to all PR body explicitly mentions AI collabora 2026-05-22
pr 1.00 feat(datastructures-and-algorithms): add resource links to a PR body explicitly mentions AI collabora 2026-05-22
pr 1.00 docs: add Chinese introduction README.zh-CN.md PR body explicitly mentions AI collabora 2026-05-16
pr 1.00 feat(code-review): add resource links to all 6 topics PR body explicitly mentions AI collabora 2026-05-22
pr 0.70 Modify resouces related to blockchain roadmap git node Repeated, formal phrasing and style typi 2026-05-20
pr 0.70 Modify qa engineer roadmap resources related to git and vers Nearly identical to others; likely AI-ge 2026-05-20
pr 0.70 Modify resouces related to software architect roadmap git no Repetitive, highly similar structure acr 2026-05-20
pr 0.70 Modify mlops roadmap resources related to git and version co Same as other items; structured, repetit 2026-05-20
pr 0.70 Add and modify developer relations roadmap resources related Standardized, repetitive formal text cha 2026-05-20
pr 0.40 add details to version control node of devrel roadmap Polite, overly explanatory, seeks clarif 2026-05-23
pr 0.30 Modify resouces related to android roadmap git node Polite, generic phrasing but minor domai 2026-05-20
pr 0.30 Modify devops roadmap resources related to git and version c Same polite, generic text but some domai 2026-05-20
pr 0.30 Modify resouces related to devops-beginner roadmap git node Very similar polite phrasing; some struc 2026-05-20
pr 0.30 Modify resouces related to data-engineer roadmap git and git Polite, repetitive style; slight domain 2026-05-20
pr 0.30 Modify ios roadmap resources related to git and version cont Same polite, generic rationale with mino 2026-05-20
pr 0.20 feat: add learning resources to ai-data-scientist roadmap to Slightly formal but uses clear domain sp 2026-07-03
pr 0.20 docs: add CODE_OF_CONDUCT.md Uses template; free text is standard for 2026-05-16
pr 0.20 Restrict AWS cost workflow to parent repository and fix fork Somewhat formal, but technical and conte 2026-06-11
pr 0.20 Fix SvelteKit label under SSR Structured with template, but summary/te 2026-05-28
pr 0.20 feat(vibe-coding): add resource links to all 54 topics Well-organized changelog, likely human, 2026-05-22
pr 0.10 Add OopsSec Store to OWASP Top 10 & Web-Based Attacks resour Mostly human; some formal tone but uses 2026-07-01
pr 0.10 Improve mobile navigation accessibility Detailed but technical and domain-specif 2026-06-29
pr 0.10 docs: update 'undefined' heading to 'AI Engineering Skills' Polite but natural tone, domain context 2026-06-29
pr 0.10 docs: add Kenya tech resources for developers Lists local resources, mentions personal 2026-07-06
pr 0.10 feat(leetcode): add tries, segment tree, and fenwick tree ro Detailed but still technical/concise; li 2026-06-25
pr 0.10 Fix AI quiz verify error for long questions Technical, checklist format, 'Made with 2026-05-28
pr 0.10 add resources links to blockchain roadmap git node Direct, brief commit message without AI 2026-06-22
pr 0.10 Fix local development instructions Concise, domain-appropriate language; la 2026-06-14
pr 0.10 Add Forward Deployed Engineer path Short, straightforward update with minor 2026-06-10
pr 0.10 Update HTML Priority Hints article link to fetchpriority att A bit more formal but still informal, wi 2026-05-23
pr 0.10 fix(golang): Replace bad links in "encoding/json" node Casual, with 'P.S.' and informal languag 2026-05-26
pr 0.10 content(python): add resources for pydantic and sanic topics Uses domain jargon and itemized specific 2026-06-04
pr 0.10 fix(backend): correct inaccurate RethinkDB description and a Contains technical corrections and domai 2026-06-07
pr 0.10 content(backend): add missing learning resources to Search E Free-text sections are concise, specific 2026-06-07
pr 0.10 Add resouces related to technical writer roadmap git node Brief, minimal content likely from title 2026-05-20
commit 0.05 Add Forward Deployed Engineer path (#10057) Commit messages are terse and direct, ty 2026-06-10
commit 0.05 Remove broken link and add official Hibernate Transactions d Concise commit messages with domain term 2026-05-19
commit 0.05 Enhance FTP description with port information (#9929) Brief commit message; technical and huma 2026-05-18
commit 0.05 Modify backend beginner roadmap resources related to version Terse, changelog-style; human engineerin 2026-05-18
commit 0.05 Modify backend roadmap resources of version control and git Changelog format; concise human-authored 2026-05-18
pr 0.05 Add resources links to devops roadmap Brief, informal phrasing with domain con 2026-06-11
commit 0.01 modify fullstack roadmap resources of git node (#9918) Minimal, template-based human commit mes 2026-05-18
commit 0.01 modify resouces related to frontend-beginner roadmap git nod Typo and informal style; likely human-wr 2026-05-18
commit 0.01 Fix Kubernetes CSI drivers resource link (#9978) Brief, technical fix description; very h 2026-05-18
commit 0.00 chore: sync content to repo (#10128) — 2026-07-06
commit 0.00 chore: sync content to repo (#10127) — 2026-07-06
commit 0.00 Add OopsSec Store to OWASP Top 10 & Web-Based Attacks resour Succinct commit-style message, no AI sig 2026-07-06
commit 0.00 chore: sync content to repo (#10125) — 2026-07-06
commit 0.00 chore: sync content to repo (#10124) — 2026-07-06
commit 0.00 Fix redundancy in API Keys & Management section (#10092) Terse fix message, entirely human-typica 2026-07-06
commit 0.00 Fix Python file handling resource title (#10107) Brief title-only message, typical human 2026-07-06
commit 0.00 docs: update placeholder heading to AI Engineering Skills (# Clear, direct technical edit, domain-spe 2026-07-06
commit 0.00 Delete src/data/roadmaps/forward-deployed-engineer/content/i Human-style concise explanation of a rep 2026-07-06
commit 0.00 docs: fix typo in JavaScript example (#10115) Minimal typo fix, totally human pattern. 2026-07-06
commit 0.00 feat: add learning resources to ai-data-scientist roadmap to Domain-specific, follows content guide, 2026-07-06
commit 0.00 chore: sync content to repo (#10114) — 2026-06-30
commit 0.00 chore: sync content to repo (#10113) — 2026-06-30
commit 0.00 chore: sync content to repo (#10112) — 2026-06-30
commit 0.00 chore: sync content to repo (#10106) — 2026-06-29
commit 0.00 add resources links to software architect roadmap git node ( Concise and informal commit message with 2026-06-29
commit 0.00 chore: sync content to repo (#10105) — 2026-06-28
commit 0.00 Fix EEA blockchain environment link (#10098) Terse and domain-specific commit, normal 2026-06-25
commit 0.00 add resource links to data egineer roadmap git and github no Terse, informal, and includes typo; clea 2026-06-25
commit 0.00 Add resources to ios roadmap (#10096) Terse, bullet-pointed changes, no AI hal 2026-06-25
commit 0.00 add resources links to blockchain roadmap git node (#10097) Minimal, to-the-point message with infor 2026-06-25
commit 0.00 chore: sync content to repo (#10100) — 2026-06-25
commit 0.00 Improve README grammar (#10091) Changelog-style commit with minimal free 2026-06-22
commit 0.00 chore: sync content to repo (#10094) — 2026-06-22
commit 0.00 Update link for 'Machine Learning: The Basics' resource (#10 Concise, domain-relevant commit message 2026-06-18
commit 0.00 chore: sync content to repo (#10088) — 2026-06-18
commit 0.00 chore: sync content to repo (#10089) — 2026-06-18
commit 0.00 Update readme.md (#10090) Minimal, generic commit message; no AI h 2026-06-18
commit 0.00 chore: sync content to repo (#10084) — 2026-06-16
commit 0.00 chore: sync content to repo (#10083) — 2026-06-16
commit 0.00 chore: sync content to repo (#10082) — 2026-06-16
commit 0.00 chore: sync content to repo (#10080) — 2026-06-15
commit 0.00 chore: sync content to repo (#10079) — 2026-06-15
commit 0.00 add resources to android roadmap git node (#10067) Very terse commit message, typical human 2026-06-15
commit 0.00 Add resources links to qa engineer roadmap (#10066) Standard commit message and changelog, n 2026-06-15
commit 0.00 chore: sync content to repo (#10078) — 2026-06-15
commit 0.00 chore: sync content to repo (#10077) — 2026-06-15
commit 0.00 chore: sync content to repo (#10076) — 2026-06-15
commit 0.00 chore: sync content to repo (#10075) — 2026-06-15
commit 0.00 fix(angular): remove elf (#10069) Brief commit message using conventional 2026-06-15
commit 0.00 chore: sync content to repo (#10065) — 2026-06-12
commit 0.00 chore: sync content to repo (#10064) — 2026-06-12
commit 0.00 Add resources links to devops roadmap (#10062) Commit messages use terse phrasing and d 2026-06-12
commit 0.00 chore: sync content to repo (#10061) — 2026-06-11
commit 0.00 chore: sync content to repo (#10056) — 2026-06-10
commit 0.00 chore: sync content to repo (#10055) — 2026-06-10
commit 0.00 chore: sync content to repo (#10051) — 2026-06-09
commit 0.00 chore: sync content to repo (#10050) — 2026-06-08
commit 0.00 chore: sync content to repo (#10049) — 2026-06-08
commit 0.00 chore: sync content to repo (#10048) — 2026-06-08
commit 0.00 Update HTML Priority Hints article link to fetchpriority att Conventional commit syntax; terse and sp 2026-06-08
commit 0.00 add details to version control node of devrel roadmap (#1001 Terse, lacks AI-style phrasing; uses low 2026-06-08
commit 0.00 fix: golang: replace bad links for encoding/json (#10020) Direct, technical; terse commit message. 2026-06-08
commit 0.00 content(python): add resources for pydantic and sanic topics Bullet points, specific details; human-a 2026-06-08
commit 0.00 fix(backend): correct RethinkDB description and add learning Corrective, direct, domain jargon eviden 2026-06-08
commit 0.00 content(backend): add missing learning resources to Search E Pragmatic tone and content; uses bullet 2026-06-08
commit 0.00 chore: sync content to repo (#10044) — 2026-06-04
commit 0.00 chore: sync content to repo (#10042) — 2026-06-03
commit 0.00 chore: sync content to repo (#10041) — 2026-06-03
commit 0.00 chore: sync content to repo (#10040) — 2026-06-02
commit 0.00 chore: sync content to repo (#10036) — 2026-06-01
commit 0.00 Fix broken resource links and typo in DevOps roadmap (#10033 Commit messages are terse and specific; 2026-06-01
commit 0.00 Fix roadmap resource title escaping (#10037) Contains co-author trailer but not AI-re 2026-06-01
commit 0.00 Remove broken URL Very terse commit message typical of hum 2026-06-01
commit 0.00 chore: sync content to repo (#10038) — 2026-06-01
commit 0.00 chore: sync content to repo (#10030) — 2026-05-29
commit 0.00 Fix broken resource links and typo in DevOps roadmap (#10029 — 2026-05-29
commit 0.00 chore: sync content to repo (#10028) — 2026-05-28
commit 0.00 chore: sync content to repo (#10027) — 2026-05-28
commit 0.00 chore: sync content to repo (#10024) — 2026-05-27
commit 0.00 chore: sync content to repo (#10023) — 2026-05-27
commit 0.00 chore: sync content to repo (#10018) — 2026-05-26
commit 0.00 Fix example code in "Memory Management" item of PHP roadmap Changelog and commit style; lacks AI hal 2026-05-22
commit 0.00 feat(code-review): add resource links to all 6 topics (#1001 Structured changelog with domain terms; 2026-05-22
commit 0.00 feat(vibe-coding): add resource links to all 54 topics (#100 Human co-author trailer, technical conte 2026-05-22
commit 0.00 chore: sync content to repo (#10007) — 2026-05-21
commit 0.00 remove the link to an article that doesn't exist (#9991) Very terse, informal commit message; typ 2026-05-19
commit 0.00 chore: sync content to repo (#9990) — 2026-05-19
commit 0.00 chore: sync content to repo (#9989) — 2026-05-19
commit 0.00 chore: sync content to repo (#9988) — 2026-05-19
commit 0.00 chore: sync content to repo (#9986) — 2026-05-18
commit 0.00 chore: sync content to repo (#9985) — 2026-05-18
commit 0.00 Add missing kotlin content Terse, human commit message with no AI s 2026-05-14
commit 0.00 chore: sync content to repo (#9976) — 2026-05-14
commit 0.00 chore: cleanup orphaned content files (#9950) — 2026-05-14
commit 0.00 chore: cleanup orphaned content files (#9951) — 2026-05-14
commit 0.00 chore: cleanup orphaned content files (#9952) — 2026-05-14
commit 0.00 chore: cleanup orphaned content files (#9953) — 2026-05-14
commit 0.00 chore: cleanup orphaned content files (#9954) — 2026-05-14
commit 0.00 chore: cleanup orphaned content files (#9955) — 2026-05-14
commit 0.00 chore: cleanup orphaned content files (#9956) — 2026-05-14
pr 0.00 chore: sync content to repository - claude-code — 2026-07-06
pr 0.00 chore: sync content to repository - git-github — 2026-07-06
pr 0.00 chore: sync content to repository - python — 2026-07-06
pr 0.00 chore: sync content to repository - python-data-analysis — 2026-07-06
pr 0.00 Fix redundancy in API Keys & Management section Straightforward section fix, human style 2026-06-21
pr 0.00 Fix Python file handling resource title Concise, direct, with technical validati 2026-06-29
pr 0.00 fix(fde): remove duplicate ghost introduction file resolving Detailed technical description with cont 2026-06-30
pr 0.00 docs: fix typo in JavaScript example Terse, domain-specific, natural correcti 2026-06-30
pr 0.00 chore: sync content to repository - terraform — 2026-06-30
pr 0.00 chore: sync content to repository - devops — 2026-06-30
pr 0.00 chore: sync content to repository - forward-deployed-enginee — 2026-06-30
pr 0.00 chore: sync content to repository - python — 2026-06-29
pr 0.00 add resources links to software architect roadmap git node Brief, repetitive, and contains grammati 2026-06-26
pr 0.00 chore: sync content to repository - forward-deployed-enginee — 2026-06-28
pr 0.00 Fix EEA blockchain environment link Extremely brief, generic issue title onl 2026-06-22
pr 0.00 Modify git-github roadmap resouces Detailed edit with domain reasoning, sli 2026-05-07
pr 0.00 add resource links to data egineer roadmap git and github no Direct, informal summary and includes a 2026-06-22
pr 0.00 Add resources to ios roadmap Basic, direct language with minor gramma 2026-06-22
pr 0.00 chore: sync content to repository - nodejs — 2026-06-25
pr 0.00 Improve README grammar and readability Humanlike, terse changelog title; lacks 2026-06-20
pr 0.00 chore: sync content to repository - ai-agents — 2026-06-22
pr 0.00 Update link for 'Machine Learning: The Basics' resource Only concise, specific commit title; no 2026-06-17
pr 0.00 chore: sync content to repository - python — 2026-06-18
pr 0.00 chore: sync content to repository - python-data-analysis — 2026-06-18
pr 0.00 Update readme.md Short, direct title; lacks AI-generated 2026-06-18
pr 0.00 chore: sync content to repository - python — 2026-06-16
pr 0.00 chore: sync content to repository - python-data-analysis — 2026-06-16
pr 0.00 chore: sync content to repository - python-data-analysis — 2026-06-16
pr 0.00 chore: sync content to repository - devrel — 2026-06-15
pr 0.00 chore: sync content to repository - python-data-analysis — 2026-06-15
pr 0.00 add resources to android roadmap git node Casual, concise PR description without A 2026-06-12
pr 0.00 Add resources links to qa engineer roadmap Direct and informal, not overly polished 2026-06-12
pr 0.00 chore: sync content to repository - cyber-security — 2026-06-15
pr 0.00 chore: sync content to repository - php — 2026-06-15
pr 0.00 chore: sync content to repository - angular — 2026-06-15
pr 0.00 chore: sync content to repository - data-analyst — 2026-06-15
pr 0.00 fix(angular): remove elf References an issue; short, standard mes 2026-06-13
pr 0.00 chore: sync content to repository - data-analyst — 2026-06-12
pr 0.00 chore: sync content to repository - javascript — 2026-06-12
pr 0.00 chore: sync content to repository - qa — 2026-06-11
pr 0.00 chore: sync content to repository - data-engineer — 2026-06-10
pr 0.00 chore: sync content to repository - full-stack — 2026-06-10
pr 0.00 chore: sync content to repository - python — 2026-06-09
pr 0.00 chore: sync content to repository - full-stack — 2026-06-08
pr 0.00 chore: sync content to repository - frontend — 2026-06-08
pr 0.00 chore: sync content to repository - backend — 2026-06-08
pr 0.00 chore: sync content to repository - ai-product-builder — 2026-06-04
pr 0.00 chore: sync content to repository - forward-deployed-enginee — 2026-06-03
pr 0.00 chore: sync content to repository - python — 2026-06-02
pr 0.00 chore: sync content to repository - openclaw — 2026-06-02
pr 0.00 chore: sync content to repository - vibe-coding — 2026-06-01
pr 0.00 Fix broken resource links and typo in DevOps roadmap Bullet points and corrections are consis 2026-05-30
pr 0.00 Fix roadmap resource titles with HTML tags Technical summary and context; tone is t 2026-06-01
pr 0.00 chore: sync content to repository - forward-deployed-enginee — 2026-06-01
pr 0.00 Remove sponsor link — 2026-05-30
pr 0.00 chore: sync content to repository - openclaw — 2026-05-29
pr 0.00 Fix broken resource links and typo in DevOps roadmap Bullet points and corrections are consis 2026-05-29
pr 0.00 chore: sync content to repository - html — 2026-05-28
pr 0.00 chore: sync content to repository - claude-code — 2026-05-28
pr 0.00 chore: sync content to repository - forward-deployed-enginee — 2026-05-27
pr 0.00 chore: sync content to repository - vibe-coding — 2026-05-27
pr 0.00 chore: sync content to repository - ai-engineer — 2026-05-26
pr 0.00 Fix example code in "Memory Management" item of PHP roadmap No free-text, pure template; no AI evide 2026-05-20