| pr |
1.00 |
feat(product-manager): upgrade all topics to 3 high-quality |
|
PR body explicitly mentions AI collabora |
2026-05-21 |
| pr |
1.00 |
docs: add Chinese introduction README.zh-CN.md |
|
PR body explicitly mentions AI collabora |
2026-05-16 |
| pr |
1.00 |
fix: multiple fetch() calls to ai endpoints in custo... in u |
|
Automated by OrbisAI Security, explicit |
2026-03-29 |
| pr |
1.00 |
fix: the airoadmapchat component at line 181 directl... in.. |
|
Follows same template and scanner mentio |
2026-04-26 |
| pr |
1.00 |
fix: remove unsafe exec() in AIRoadmapChat.tsx |
|
PR body explicitly mentions AI collabora |
2026-04-26 |
| pr |
1.00 |
fix: the security assessment identified 32 api key o... in.. |
|
Uses template with AI-scanner multi_agen |
2026-04-26 |
| pr |
1.00 |
fix: the airoadmapchat component constructs ai promp... in.. |
|
AI-scanner and security template signals |
2026-04-26 |
| pr |
1.00 |
fix: remove unsafe exec() in use-chat.ts |
|
PR body explicitly mentions AI collabora |
2026-04-27 |
| pr |
0.70 |
Modify mlops roadmap resources related to git and version co |
|
Highly repetitive phrasing, generic just |
2026-05-20 |
| pr |
0.70 |
Modify resouces related to software architect roadmap git no |
|
Copy-pasted AI-like justification text, |
2026-05-20 |
| pr |
0.70 |
Modify qa engineer roadmap resources related to git and vers |
|
Largely identical to prior AI-like entri |
2026-05-20 |
| pr |
0.70 |
Modify resouces related to blockchain roadmap git node |
|
Highly repetitive boilerplate reasoning, |
2026-05-20 |
| pr |
0.70 |
Modify ios roadmap resources related to git and version cont |
|
Repetitive, generic template-like explan |
2026-05-20 |
| pr |
0.70 |
Modify resouces related to android roadmap git node |
|
Same verbose, copy-pasted rationale; typ |
2026-05-20 |
| pr |
0.70 |
Modify resouces related to data-engineer roadmap git and git |
|
Near-verbatim repetition, little human n |
2026-05-20 |
| pr |
0.70 |
Modify resouces related to devops-beginner roadmap git node |
|
Repeats same AI-like language, justifica |
2026-05-20 |
| pr |
0.50 |
Modify backend roadmap resources of version control and git |
|
Polite and generic phrasing, slightly fo |
2026-05-07 |
| pr |
0.50 |
modify resouces related to frontend-beginner roadmap git nod |
|
Repeats polite and generic language, min |
2026-05-07 |
| pr |
0.40 |
Add and modify developer relations roadmap resources related |
|
Detailed but human-like reasoning and mi |
2026-05-20 |
| pr |
0.30 |
Modify git-github roadmap resouces |
|
Mostly human-like reasoning with slight |
2026-05-07 |
| pr |
0.20 |
Modify devops roadmap resources related to git and version c |
|
Casual tone and subjective phrasing sugg |
2026-05-20 |
| pr |
0.20 |
docs: add CODE_OF_CONDUCT.md |
|
Straightforward explanation, no AI hallm |
2026-05-16 |
| pr |
0.15 |
fix: harden GitHub Actions workflows |
|
Personal tone, discusses previous PR; no |
2026-03-30 |
| pr |
0.11 |
Modify backend beginner roadmap resources related to version |
|
Slightly formal but reasoning shows huma |
2026-05-07 |
| pr |
0.11 |
modify fullstack roadmap resources of git node |
|
Detailed rationale, mildly formal, mostl |
2026-05-07 |
| commit |
0.10 |
docs: improve prompt engineering roadmap with verified free |
|
Thorough but technical, minor AI phrasin |
2026-04-20 |
| pr |
0.10 |
Add resouces related to technical writer roadmap git node |
|
Very terse and direct, typical for human |
2026-05-20 |
| pr |
0.10 |
Remove broken link and add official Hibernate Transactions d |
|
Straightforward PR description with doma |
2026-05-19 |
| pr |
0.10 |
Fix Kubernetes CSI drivers resource link |
|
Concise, template-driven summary; clear |
2026-05-14 |
| pr |
0.10 |
Add Docker and Kubernetes explainer videos |
|
Direct, concise, uses domain terms and h |
2026-05-13 |
| pr |
0.10 |
Modify resouces related to fontend roadmap git node |
|
Natural reasoning, specific evaluation o |
2026-04-30 |
| pr |
0.10 |
Fix Redis HyperLogLog resources typo |
|
Informal, typo correction with domain de |
2026-05-05 |
| 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 |
| commit |
0.05 |
add resources to git-github-beginner roadmap more git node ( |
|
Terse commit message, no AI indicators. |
2026-04-29 |
| commit |
0.05 |
add resources to the git-github-beginner roadmap (#9873) |
|
Brief, repetitive—typical human shorthan |
2026-04-29 |
| pr |
0.05 |
remove the link to an article that doesn't exist |
|
Brief, domain-specific explanation; no A |
2026-05-19 |
| pr |
0.05 |
fix: correct spelling of Exercises in AI Data Scientist road |
|
Correction note with real filename and t |
2026-05-17 |
| pr |
0.05 |
Enhance FTP description with port information |
|
Technical, concise commit message; human |
2026-05-11 |
| pr |
0.05 |
add resources to version control node |
|
Brief message, typo suggests human autho |
2026-04-30 |
| pr |
0.05 |
Fix typos in Vue Options API and Kotlin Defining Classes con |
|
Direct, terse PR text with no AI hallmar |
2026-05-05 |
| 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 (#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 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9957) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9958) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9959) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9960) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9961) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9962) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9963) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9964) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9965) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9966) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9967) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9968) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9969) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9970) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9971) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9972) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9973) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9974) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9975) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9936) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9937) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9938) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9939) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9940) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9941) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9942) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9943) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9944) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9945) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9946) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9947) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9949) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9948) |
|
— |
2026-05-14 |
| commit |
0.00 |
chore: sync content to repo (#9933) |
|
— |
2026-05-13 |
| commit |
0.00 |
chore: sync content to repo (#9932) |
|
— |
2026-05-13 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9931) |
|
— |
2026-05-13 |
| commit |
0.00 |
chore: sync content to repo (#9930) |
|
— |
2026-05-12 |
| commit |
0.00 |
chore: sync content to repo (#9928) |
|
— |
2026-05-11 |
| commit |
0.00 |
Add Network Engineer Roadmap link to README (#9926) |
|
Concise, domain-specific commit summary; |
2026-05-11 |
| commit |
0.00 |
chore: cleanup orphaned content files (#9924) |
|
— |
2026-05-09 |
| commit |
0.00 |
chore: sync content to repo (#9923) |
|
— |
2026-05-09 |
| commit |
0.00 |
fix: correct typo in Medium article URL (double 'h' in https |
|
Terese commit message, direct and inform |
2026-05-08 |
| commit |
0.00 |
Modify resouces related to fontend roadmap git node (#9898) |
|
Commit message uses terse, domain-specif |
2026-05-06 |
| commit |
0.00 |
Add OpenVim tutorial to Vim resources (#9895) |
|
Brief, specific message with clear manua |
2026-05-06 |
| commit |
0.00 |
add resources to version control node (#9897) |
|
Minimal, direct human-written commit mes |
2026-05-06 |
| commit |
0.00 |
Update lambdas@tMeuk-nsFMx3kVS7Yn4T0.md (#9899) |
|
Generic update message, lacks AI style. |
2026-05-06 |
| commit |
0.00 |
Fix link in "PHP / Type Declarations" (#9903) |
|
Very brief and typical human commit mess |
2026-05-06 |
| commit |
0.00 |
Fix Redis HyperLogLog resources typo (#9905) |
|
Specific typo fix with standard technica |
2026-05-06 |
| commit |
0.00 |
fix: typos in Vue Options API and Kotlin Defining Classes co |
|
Terse commit message with inline correct |
2026-05-06 |
| commit |
0.00 |
chore: sync content to repo (#9912) |
|
— |
2026-05-06 |
| commit |
0.00 |
chore: sync content to repo (#9907) |
|
— |
2026-05-05 |
| commit |
0.00 |
chore: sync content to repo (#9906) |
|
— |
2026-05-05 |
| commit |
0.00 |
chore: sync content to repo (#9894) |
|
— |
2026-04-29 |
| commit |
0.00 |
chore: sync content to repo (#9893) |
|
— |
2026-04-29 |
| commit |
0.00 |
chore: sync content to repo (#9891) |
|
— |
2026-04-27 |
| commit |
0.00 |
chore: sync content to repo (#9890) |
|
— |
2026-04-27 |
| commit |
0.00 |
chore: sync content to repo (#9889) |
|
— |
2026-04-27 |
| commit |
0.00 |
chore: sync content to repo (#9888) |
|
— |
2026-04-27 |
| commit |
0.00 |
chore: sync content to repo (#9887) |
|
— |
2026-04-27 |
| commit |
0.00 |
chore: sync content to repo (#9886) |
|
— |
2026-04-27 |
| commit |
0.00 |
chore: sync content to repo (#9879) |
|
— |
2026-04-27 |
| commit |
0.00 |
Rename username |
|
Very terse, typical human commit style. |
2026-04-26 |
| commit |
0.00 |
chore: sync content to repo (#9878) |
|
— |
2026-04-26 |
| commit |
0.00 |
Update readme (#9877) |
|
Brief, common update phrasing for readme |
2026-04-23 |
| commit |
0.00 |
chore: sync content to repo (#9875) |
|
— |
2026-04-23 |
| commit |
0.00 |
Fix Apache and Confluent URLs in backend/kafka node (#9870) |
|
Human changelog with commit-style detail |
2026-04-21 |
| commit |
0.00 |
add lessons to git-github-beginner roadmap (#9868) |
|
Minimal, direct, human roadmap update wo |
2026-04-20 |
| commit |
0.00 |
chore: sync content to repo (#9869) |
|
— |
2026-04-20 |
| commit |
0.00 |
docs: fix typo in AI Engineer roadmap tokens URL (#9855) |
|
Standard typo fix, domain-specific label |
2026-04-20 |
| commit |
0.00 |
chore: sync content to repo (#9867) |
|
— |
2026-04-20 |
| commit |
0.00 |
fix: prevent duplicate navbar on 404 page (#9862) |
|
Clear technical details, human commit me |
2026-04-20 |
| commit |
0.00 |
Fix typo in roadmap personalization label (#9866) |
|
Terse typo fix, human style. |
2026-04-20 |
| commit |
0.00 |
chore: sync content to repo (#9860) |
|
— |
2026-04-16 |
| commit |
0.00 |
chore: sync content to repo (#9857) |
|
— |
2026-04-14 |
| pr |
0.00 |
chore: sync content to repository - leetcode |
|
— |
2026-05-21 |
| pr |
0.00 |
Fix example code in "Memory Management" item of PHP roadmap |
|
Extremely terse, lacks AI phrasing or fo |
2026-05-20 |
| pr |
0.00 |
chore: sync content to repository - vibe-coding |
|
— |
2026-05-19 |
| pr |
0.00 |
chore: sync content to repository - python |
|
— |
2026-05-19 |
| pr |
0.00 |
chore: sync content to repository - leetcode |
|
— |
2026-05-19 |
| pr |
0.00 |
chore: sync content to repository - network-engineer |
|
— |
2026-05-18 |
| pr |
0.00 |
chore: sync content to repository - api-design |
|
— |
2026-05-18 |
| pr |
0.00 |
chore: sync content to repository - claude-code |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - computer-science |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - react |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - vue |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - javascript |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - python |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - nodejs |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - system-design |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - api-design |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - spring-boot |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - cpp |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - flutter |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - rust |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - golang |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - software-design-architectu |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - design-system |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - docker |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - terraform |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - git-github |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - ai-red-teaming |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - ai-agents |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - nextjs |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - html |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - shell-bash |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - wordpress |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - elasticsearch |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - django |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - frontend |
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— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - backend |
|
— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - data-analyst |
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— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - ai-engineer |
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— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - ai-data-scientist |
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— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - android |
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— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - machine-learning |
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— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - ios |
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— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - blockchain |
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— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - software-architect |
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— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - ux-design |
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— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - technical-writer |
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— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - engineering-manager |
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— |
2026-05-14 |
| pr |
0.00 |
chore: cleanup orphaned content - mlops |
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— |
2026-05-14 |
| pr |
0.00 |
chore: sync content to repository - spring-boot |
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— |
2026-05-13 |
| pr |
0.00 |
chore: sync content to repository - linux |
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— |
2026-05-13 |
| pr |
0.00 |
chore: cleanup orphaned content - linux |
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— |
2026-05-13 |
| pr |
0.00 |
chore: sync content to repository - network-engineer |
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— |
2026-05-12 |
| pr |
0.00 |
chore: sync content to repository - network-engineer |
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— |
2026-05-11 |
| pr |
0.00 |
Add Network Engineer Roadmap link to README |
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Succinct, standard title likely written |
2026-05-11 |
| pr |
0.00 |
chore: cleanup orphaned content - devops |
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— |
2026-05-09 |
| pr |
0.00 |
chore: sync content to repository - devops |
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— |
2026-05-09 |
| pr |
0.00 |
fix: correct typo in Medium article URL (double 'h' in https |
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Uses domain-specific detail with clear, |
2026-05-08 |
| pr |
0.00 |
add resources to the git-github-beginner roadmap |
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Duplication of commit summary consistent |
2026-04-23 |
| pr |
0.00 |
add resources to frontend roadmap |
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Succinct description, direct language, t |
2026-04-23 |
| pr |
0.00 |
add resources to git-github-beginner roadmap more git node |
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Unpolished, repetitive summary, aligns w |
2026-04-23 |
| pr |
0.00 |
fix: correct git clone URL in README Update repository URL |
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Standard fix message, no AI signals pres |
2026-04-28 |
| pr |
0.00 |
Add OpenVim tutorial to Vim resources |
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Simple, natural commit message with norm |
2026-04-29 |
| pr |
0.00 |
add resources to flutter roadmap |
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Very brief, natural update; no signs of |
2026-05-01 |
| pr |
0.00 |
Fix link in "PHP / Type Declarations" |
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Short, terse commit title likely by a hu |
2026-05-04 |
