| commit |
1.00 |
feat(claude-code): add MCP vs Skills video to skills topics |
|
Commit message contains explicit AI assi |
2026-07-13 |
| commit |
1.00 |
Fix dead neptune.ai blog links (#10142) |
|
Commit message contains explicit AI assi |
2026-07-10 |
| 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: add Buildkite as CI/CD tool to DevOps roadmap |
|
Explicitly marked as AI-generated (Claud |
2026-07-28 |
| pr |
0.85 |
Modify resouces related to data-engineer roadmap git and git |
|
Nearly identical, polished phrasing repe |
2026-05-20 |
| pr |
0.85 |
Modify resouces related to blockchain roadmap git node |
|
Nearly identical, polished phrasing repe |
2026-05-20 |
| pr |
0.85 |
Modify backend roadmap resources of version control and git |
|
Nearly identical, polished phrasing repe |
2026-05-07 |
| pr |
0.85 |
Modify backend beginner roadmap resources related to version |
|
Nearly identical, polished phrasing repe |
2026-05-07 |
| pr |
0.85 |
Modify resouces related to android roadmap git node |
|
Nearly identical, polished phrasing repe |
2026-05-20 |
| pr |
0.75 |
Modify resouces related to software architect roadmap git no |
|
Repetitive, ChatGPT-like phrasing and po |
2026-05-20 |
| pr |
0.75 |
Modify qa engineer roadmap resources related to git and vers |
|
Nearly identical to 1, formal tone and f |
2026-05-20 |
| pr |
0.75 |
Modify mlops roadmap resources related to git and version co |
|
Repeats same structured and overly forma |
2026-05-20 |
| pr |
0.75 |
Modify ios roadmap resources related to git and version cont |
|
Matching AI-patterned language, reused e |
2026-05-20 |
| pr |
0.75 |
modify fullstack roadmap resources of git node |
|
Identical AI-like explanations as items |
2026-05-07 |
| pr |
0.75 |
modify resouces related to frontend-beginner roadmap git nod |
|
Reuses standard AI-style reasoning and s |
2026-05-07 |
| pr |
0.75 |
Modify devops roadmap resources related to git and version c |
|
Highly repetitive, formulaic, and formal |
2026-05-20 |
| pr |
0.75 |
Modify resouces related to devops-beginner roadmap git node |
|
Near-verbatim repetition of AI-sounding |
2026-05-20 |
| pr |
0.75 |
Add and modify developer relations roadmap resources related |
|
Same ChatGPT-like structure and justific |
2026-05-20 |
| pr |
0.70 |
Modify git-github roadmap resouces |
|
Some custom content, but ends with same |
2026-05-07 |
| pr |
0.25 |
Add resources to ios roadmap |
|
Brief, choppy, minimal context; some err |
2026-06-22 |
| pr |
0.20 |
Fix HTML formatting and clean up readme.md |
|
Generic polished wording, but insufficie |
2026-08-14 |
| pr |
0.20 |
docs(terraform): explain HCL |
|
Polished and somewhat generic, but consi |
2026-08-08 |
| pr |
0.20 |
Add useState Hook content to React roadmap |
|
Summary structure could be from a templa |
2026-08-02 |
| pr |
0.20 |
add resource links to data egineer roadmap git and github no |
|
Minimal structure, lowercase, typos; lik |
2026-06-22 |
| pr |
0.20 |
add resources links to blockchain roadmap git node |
|
Terse, some typos, lacks AI over-polish |
2026-06-22 |
| pr |
0.20 |
add resources links to software architect roadmap git node |
|
Terse, minimal, lowercase; likely human |
2026-06-26 |
| pr |
0.20 |
Add resources links to qa engineer roadmap |
|
Brief, minimal, lowercase; likely human |
2026-06-12 |
| pr |
0.20 |
add details to version control node of devrel roadmap |
|
Polite but not formulaic, seems human du |
2026-05-23 |
| pr |
0.18 |
feat(ai-red-teaming): add MCP tool-chain security to agentic |
|
Detailed technical context is polished b |
2026-08-21 |
| pr |
0.18 |
fix: correct typos across roadmap content |
|
Structured and polished, but examples an |
2026-08-14 |
| pr |
0.12 |
docs: improve parallel and sequential data fetching explanat |
|
Generic wording is brief, but the title |
2026-08-22 |
| pr |
0.12 |
content: add UIZZE anti-ui-slop Skill to Claude Code roadmap |
|
Specific technical details and concise w |
2026-08-17 |
| pr |
0.12 |
chore: add topic descriptions for orphaned topics |
|
Detailed and specific changelog; structu |
2026-08-05 |
| commit |
0.10 |
feat(server-side-game-developer): add resource links to all |
|
Commit messages are concise and domain-s |
2026-07-20 |
| commit |
0.10 |
feat(product-manager): add 3 quality resource links to all 1 |
|
Content is changelog style, specific, an |
2026-07-20 |
| pr |
0.10 |
Add content for GitHub Pages in frontend roadmap |
|
Structured like a PR template; content i |
2025-11-18 |
| pr |
0.10 |
Add resources links to devops roadmap |
|
Concise, domain-specific language; no AI |
2026-06-11 |
| pr |
0.10 |
add resources to android roadmap git node |
|
Direct, minimal human-style PR message w |
2026-06-12 |
| pr |
0.10 |
Add resouces related to technical writer roadmap git node |
|
Spelling error and brevity are typical o |
2026-05-20 |
| pr |
0.10 |
Add PromptTrace to AI Red Teaming lab environments |
|
Detailed, domain-specific description; h |
2026-07-27 |
| pr |
0.10 |
Bump content sync workflows to Node 24 and pnpm 11 |
|
Structured changelog, domain-specific, n |
2026-07-28 |
| pr |
0.10 |
Clean repository down to roadmap content and sync scripts |
|
Technical and specific summary, no AI st |
2026-07-27 |
| pr |
0.10 |
feat(leetcode): add tries, segment tree, and fenwick tree ro |
|
Detailed and formal but technical; no cl |
2026-06-25 |
| pr |
0.10 |
Restrict AWS cost workflow to parent repository and fix fork |
|
Well-written but straightforward; no AI- |
2026-06-11 |
| pr |
0.08 |
fix(ai-agents): correct MCP description |
|
Specific MCP corrections and technical t |
2026-08-22 |
| pr |
0.08 |
chore: remove duplicate roadmap content files |
|
Detailed repository-specific rationale a |
2026-08-05 |
| pr |
0.08 |
chore: add content validation workflow |
|
Highly technical validation details are |
2026-08-05 |
| pr |
0.07 |
fix: correct resource type ordering and type handling in syn |
|
Specific code errors, types, and verific |
2026-08-05 |
| pr |
0.06 |
docs(ai-agents): refine MCP servers and server creation expl |
|
Technical, specific PR summary with no c |
2026-08-23 |
| commit |
0.05 |
chore: add topic descriptions for orphaned topics (#10214) |
|
Contains concrete topic counts and repos |
2026-08-14 |
| pr |
0.05 |
Fix typos in roadmap content and repair a broken wgpu docs l |
|
Contains highly specific typos, links, f |
2026-08-07 |
| pr |
0.05 |
Clarify LLM capabilities and external tool dependencies |
|
Very brief, direct commit message. |
2026-08-05 |
| commit |
0.03 |
fix: correct typos and improve clarity in various documentat |
|
Conventional concise documentation-fix c |
2026-08-14 |
| commit |
0.02 |
Update event-sourcing@K8X_-bsiy7gboInPzbiEb.md (#10233) |
|
Terse, specific change description consi |
2026-08-14 |
| commit |
0.02 |
Correct HTML tag in readme.md (#10236) |
|
Brief and specific wording with a minor |
2026-08-14 |
| commit |
0.02 |
Update event-sourcing@7OgRKlwFqrk3XO2z49EI1.md (#10234) |
|
Terse, informal commit-style wording. |
2026-08-14 |
| pr |
0.02 |
Add Formisch to React forms node |
|
Concise, specific disclosure and informa |
2026-08-02 |
| pr |
0.02 |
Add Valibot resource links |
|
Specific authorship disclosure and strai |
2026-08-11 |
| pr |
0.02 |
docs: add insertion sort explanation |
|
Terse, conventional commit title with no |
2026-08-17 |
| pr |
0.02 |
Update event-sourcing@K8X_-bsiy7gboInPzbiEb.md |
|
Terse, specific wording is characteristi |
2026-08-14 |
| commit |
0.01 |
docs: add insertion sort explanation (#10239) |
|
Terse conventional commit message with s |
2026-08-18 |
| commit |
0.01 |
docs(terraform): explain HCL (#10225) |
|
Very terse, conventional documentation c |
2026-08-14 |
| pr |
0.01 |
Correct HTML tag in readme.md |
|
Brief, informal fix description with no |
2026-08-14 |
| pr |
0.01 |
Update event-sourcing@7OgRKlwFqrk3XO2z49EI1.md |
|
Terse, concrete commit message with natu |
2026-08-14 |
| commit |
0.00 |
chore: sync content to repo (#10244) |
|
— |
2026-08-21 |
| commit |
0.00 |
chore: sync content to repo (#10243) |
|
— |
2026-08-20 |
| commit |
0.00 |
chore: sync content to repo (#10241) |
|
— |
2026-08-18 |
| commit |
0.00 |
chore: sync content to repo (#10242) |
|
— |
2026-08-18 |
| commit |
0.00 |
chore: sync content to repo (#10229) |
|
— |
2026-08-13 |
| commit |
0.00 |
chore: sync content to repo (#10230) |
|
— |
2026-08-13 |
| commit |
0.00 |
chore: sync content to repo (#10228) |
|
— |
2026-08-13 |
| commit |
0.00 |
chore: sync content to repo (#10224) |
|
— |
2026-08-07 |
| commit |
0.00 |
chore: sync content to repo (#10223) |
|
— |
2026-08-07 |
| commit |
0.00 |
chore: sync content to repo (#10222) |
|
— |
2026-08-07 |
| commit |
0.00 |
chore: sync content to repo (#10221) |
|
— |
2026-08-07 |
| commit |
0.00 |
chore: sync content to repo (#10220) |
|
— |
2026-08-07 |
| commit |
0.00 |
chore: sync content to repo (#10219) |
|
— |
2026-08-07 |
| commit |
0.00 |
chore: sync content to repo (#10216) |
|
— |
2026-08-06 |
| commit |
0.00 |
Update readme.md (#10215) |
|
Very terse, standard commit message; no |
2026-08-06 |
| commit |
0.00 |
chore: sync content to repo (#10210) |
|
— |
2026-08-05 |
| commit |
0.00 |
chore: sync content to repo (#10209) |
|
— |
2026-08-05 |
| commit |
0.00 |
chore: sync content to repo (#10208) |
|
— |
2026-08-05 |
| commit |
0.00 |
chore: sync content to repo (#10207) |
|
— |
2026-08-05 |
| commit |
0.00 |
chore: sync content to repo (#10204) |
|
— |
2026-08-04 |
| commit |
0.00 |
chore: sync content to repo (#10203) |
|
— |
2026-08-04 |
| commit |
0.00 |
chore: sync content to repo (#10202) |
|
— |
2026-08-04 |
| commit |
0.00 |
chore: sync content to repo (#10200) |
|
— |
2026-08-03 |
| commit |
0.00 |
chore: sync content to repo (#10199) |
|
— |
2026-08-03 |
| commit |
0.00 |
chore: sync content to repo (#10194) |
|
— |
2026-07-31 |
| commit |
0.00 |
chore: sync content to repo (#10192) |
|
— |
2026-07-30 |
| commit |
0.00 |
chore: sync content to repo (#10191) |
|
— |
2026-07-29 |
| commit |
0.00 |
chore: sync content to repo (#10189) |
|
— |
2026-07-29 |
| commit |
0.00 |
chore: sync content to repo (#10185) |
|
— |
2026-07-28 |
| commit |
0.00 |
chore: sync content to repo (#10186) |
|
— |
2026-07-28 |
| commit |
0.00 |
chore: sync content to repo (#10184) |
|
— |
2026-07-28 |
| commit |
0.00 |
chore: sync content to repo (#10183) |
|
— |
2026-07-28 |
| commit |
0.00 |
chore: bump ci to node 24 and pnpm 11 (#10182) |
|
Standard commit message; no AI signals. |
2026-07-28 |
| commit |
0.00 |
chore: adjust header logo size |
|
Brief changelog entry; clear, human phra |
2026-07-28 |
| commit |
0.00 |
fix: broken header logo |
|
Terse bug fix message; typical human sty |
2026-07-28 |
| commit |
0.00 |
feat: clean roadmap content and sync scripts (#10181) |
|
Standard refactor log; no AI hallmarks. |
2026-07-27 |
| commit |
0.00 |
Update resource link format for CSS borders (#10179) |
|
Both items are terse, technical, and cle |
2026-07-27 |
| commit |
0.00 |
chore: sync content to repo (#10178) |
|
— |
2026-07-24 |
| commit |
0.00 |
chore: sync content to repo (#10177) |
|
— |
2026-07-24 |
| commit |
0.00 |
chore: sync content to repo (#10176) |
|
— |
2026-07-24 |
| commit |
0.00 |
chore: sync content to repo (#10175) |
|
— |
2026-07-24 |
| commit |
0.00 |
chore: sync content to repo (#10174) |
|
— |
2026-07-24 |
| commit |
0.00 |
Update readme.md (#10172) |
|
No free-text or template content; neutra |
2026-07-22 |
| commit |
0.00 |
Update EC2 instance type from t2.micro to t3.micro (#10171) |
|
Concise explanation; domain-specific, no |
2026-07-22 |
| commit |
0.00 |
chore: sync content to repo (#10170) |
|
— |
2026-07-22 |
| commit |
0.00 |
chore: sync content to repo (#10169) |
|
— |
2026-07-22 |
| commit |
0.00 |
chore: sync content to repo (#10168) |
|
— |
2026-07-22 |
| commit |
0.00 |
chore: sync content to repo (#10166) |
|
— |
2026-07-21 |
| commit |
0.00 |
chore: sync content to repo (#10167) |
|
— |
2026-07-21 |
| commit |
0.00 |
chore: sync content to repo (#10165) |
|
— |
2026-07-21 |
| commit |
0.00 |
chore: sync content to repo (#10164) |
|
— |
2026-07-21 |
| commit |
0.00 |
chore: sync content to repo (#10163) |
|
— |
2026-07-20 |
| commit |
0.00 |
chore: sync content to repo (#10162) |
|
— |
2026-07-20 |
| commit |
0.00 |
chore: sync content to repo (#10161) |
|
— |
2026-07-20 |
| commit |
0.00 |
Update Agile resources in agile-model.md (#10156) |
|
Very terse, standard update commit messa |
2026-07-20 |
| commit |
0.00 |
chore: sync content to repo (#10160) |
|
— |
2026-07-20 |
| commit |
0.00 |
chore: sync content to repo (#10155) |
|
— |
2026-07-15 |
| commit |
0.00 |
chore: sync content to repo (#10154) |
|
— |
2026-07-15 |
| commit |
0.00 |
Fix OpenAI Vision API documentation link (#10151) |
|
Short, specific commit typical of human |
2026-07-15 |
| commit |
0.00 |
Rename Gemma2 topic to Gemma (#10150) |
|
Domain-specific content, concise commit |
2026-07-14 |
| commit |
0.00 |
Fix spacing in front of two links (#10144) |
|
Terse commit message; direct and typical |
2026-07-13 |
| commit |
0.00 |
chore: sync content to repo (#10148) |
|
— |
2026-07-13 |
| commit |
0.00 |
Update readme.md (#10146) |
|
Standard commit/PR titles; no stylistic |
2026-07-12 |
| commit |
0.00 |
chore: sync content to repo (#10141) |
|
— |
2026-07-10 |
| commit |
0.00 |
fix: add missing resource links to HTML roadmap content (#10 |
|
Succinct, technical commit; no AI hallma |
2026-07-07 |
| commit |
0.00 |
chore: sync content to repo (#10132) |
|
— |
2026-07-07 |
| commit |
0.00 |
chore: sync content to repo (#10131) |
|
— |
2026-07-07 |
| commit |
0.00 |
chore: sync content to repo (#10130) |
|
— |
2026-07-07 |
| commit |
0.00 |
chore: sync content to repo (#10129) |
|
— |
2026-07-07 |
| 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 |
| pr |
0.00 |
chore: sync content to repository - r |
|
— |
2026-08-21 |
| pr |
0.00 |
chore: sync content to repository - r |
|
— |
2026-08-20 |
| pr |
0.00 |
chore: sync content to repository - network-engineer |
|
— |
2026-08-18 |
| pr |
0.00 |
chore: sync content to repository - api-design |
|
— |
2026-08-18 |
| pr |
0.00 |
i fix some commas in readme.md |
|
Terse, informal wording with a specific |
2026-08-16 |
| pr |
0.00 |
chore: sync content to repository - qa |
|
— |
2026-08-13 |
| pr |
0.00 |
chore: sync content to repository - ai-engineer |
|
— |
2026-08-13 |
| pr |
0.00 |
chore: sync content to repository - bi-analyst |
|
— |
2026-08-13 |
| pr |
0.00 |
chore: sync content to repository - python |
|
— |
2026-08-07 |
| pr |
0.00 |
chore: sync content to repository - python-data-analysis |
|
— |
2026-08-07 |
| pr |
0.00 |
chore: sync content to repository - redis |
|
— |
2026-08-07 |
| pr |
0.00 |
chore: sync content to repository - mongodb |
|
— |
2026-08-07 |
| pr |
0.00 |
chore: sync content to repository - data-engineer |
|
— |
2026-08-07 |
| pr |
0.00 |
chore: sync content to repository - backend |
|
— |
2026-08-07 |
| pr |
0.00 |
Sync Fork |
|
Standard, minimal issue/PR title; no AI- |
2026-08-06 |
| pr |
0.00 |
chore: sync content to repository - ai-engineer |
|
— |
2026-08-06 |
| pr |
0.00 |
Update readme.md |
|
Basic update title only; no evidence of |
2026-08-06 |
| pr |
0.00 |
chore: sync content to repository - software-architect |
|
— |
2026-08-05 |
| pr |
0.00 |
chore: sync content to repository - ai-engineer |
|
— |
2026-08-05 |
| pr |
0.00 |
chore: sync content to repository - react |
|
— |
2026-08-05 |
| pr |
0.00 |
chore: sync content to repository - rust |
|
— |
2026-08-05 |
| pr |
0.00 |
chore: sync content to repository - python |
|
— |
2026-08-04 |
| pr |
0.00 |
chore: sync content to repository - html |
|
— |
2026-08-04 |
| pr |
0.00 |
chore: sync content to repository - game-developer |
|
— |
2026-08-04 |
| pr |
0.00 |
chore: sync content to repository - power-bi |
|
— |
2026-08-03 |
| pr |
0.00 |
chore: sync content to repository - backend |
|
— |
2026-08-03 |
| pr |
0.00 |
chore: sync content to repository - power-bi |
|
— |
2026-07-31 |
| pr |
0.00 |
Add secure SIP/SRTP implementation guide to SRTP topic |
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Informal tone, domain-specific details, |
2026-07-31 |
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chore: sync content to repository - product-design |
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2026-07-30 |
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chore: sync content to repository - shell-bash |
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2026-07-29 |
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chore: sync content to repository - devops |
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2026-07-29 |
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0.00 |
chore: sync content to repository - python |
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2026-07-28 |
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0.00 |
chore: sync content to repository - python-data-analysis |
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2026-07-28 |
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0.00 |
chore: sync content to repository - ai-red-teaming |
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2026-07-28 |
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0.00 |
chore: sync content to repository - frontend |
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2026-07-28 |
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0.00 |
Fix: mark 'Learn CSS borders in 4 minutes' as video instead |
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Direct task description with human-style |
2026-07-27 |
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0.00 |
chore: sync content to repository - qa |
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2026-07-24 |
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chore: sync content to repository - ios |
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2026-07-24 |
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0.00 |
chore: sync content to repository - machine-learning |
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2026-07-24 |
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0.00 |
chore: sync content to repository - android |
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2026-07-24 |
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0.00 |
chore: sync content to repository - api-design |
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2026-07-24 |
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0.00 |
Update readme.md |
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Basic update title only; no evidence of |
2026-07-22 |
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0.00 |
Update EC2 instance type from t2.micro to t3.micro |
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Contains shell output; context is techni |
2026-07-22 |
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0.00 |
chore: sync content to repository - leetcode |
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2026-07-22 |
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Fix local development instructions |
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No free-text provided, only standard tit |
2026-06-14 |
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0.00 |
chore: sync content to repository - network-engineer |
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2026-07-22 |
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chore: sync content to repository - network-engineer |
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2026-07-22 |
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0.00 |
chore: sync content to repository - network-engineer |
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2026-07-21 |
