Dashboard / Repos / Devpulse

Devpulse

D 55 completed
Web App
web_app / typescript · small
234
Files
42,229
LOC
4
Frameworks
10
Languages
OverviewFiles & MetricsGit ActivityCall GraphSecurityReports

Pipeline State

completed
Run ID
#307324
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
70.80
Framework unique
—
Isolation
—
Last stage change
2026-05-10 03:35:38
Deduplication group #57350
Member of a group with 5 similar repo(s) — canonical #26506 view group →
Top concepts (1)
Web Frontend
Repobility · severity-and-effort ranking · https://repobility.com

AI Prompt

Create a real-time developer trends aggregation platform called DevPulse. I need it to track trending repositories from GitHub, discussions from Hacker News, and articles from Dev.to, all displayed in an interactive web dashboard. The frontend should have an 80s synthwave aesthetic and feature a terminal-like interface that uses Server-Sent Events (SSE) for live data streaming. The backend should use FastAPI and incorporate scraping logic, ideally utilizing Scrapy, to pull data from these sources. Include functionality for commands like `scan` and support for filtering by language for GitHub.
typescript react next.js fastapi scrapy web-app github hacker-news dev.to real-time sse python
Generated by gemma4:latest

Catalog Information

DevPulse is a real-time developer trends aggregation platform that tracks trending repos, discussions, and articles from GitHub, Hacker News, and Dev.to.

Description

DevPulse is an interactive web interface that aggregates real-time developer trends from various platforms. It features a unique terminal-inspired UX with real-time streaming and authentic retro sound effects. The platform combines professional scraping architecture with a user-friendly interface, making it easy to track trending content across multiple platforms.

الوصف

يعد DevPulse منصة تجميع اتجاهات مطوري البرمجيات في الوقت الحقيقي، وتتبع محتوى متروك على GitHub و Hacker News و Dev.to. يحتوي على واجهة ويب تفاعلية مع تجربة مستخدم فريدة تشبه لوحة تحكم، مع إرسال بيانات حية وموسيقى صوتية من العصر الذهبي.

Novelty

7/10

Tags

real-time-chat file-sharing data-visualization code-generation task-management e-commerce markdown-editor

Technologies

anthropic beautifulsoup fastapi openai pydantic scrapy uvicorn

Claude Models

claude (unknown version)

Quality Score

D
55.1/100
Structure
54
Code Quality
62
Documentation
65
Testing
35
Practices
43
Security
74
Dependencies
90

Strengths

  • CI/CD pipeline configured (github_actions)
  • Code linting configured (eslint)

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • 8 bare except/catch blocks swallowing errors
  • Potential hardcoded secrets in 1 files
  • 3162 duplicate lines detected \u2014 consider DRY refactoring
  • 5 'god files' with >500 LOC need decomposition

Recommendations

  • Add a test suite \u2014 start with critical path integration tests
  • Add a LICENSE file (MIT recommended for open source)
  • Replace bare except/catch blocks with specific exception types
  • Move hardcoded secrets to environment variables or a secrets manager

Security & Health

20.3h
Tech Debt (B)
Medium
DORA Rating
A
OWASP (100%)
PASS
Quality Gate
Repobility · code-quality intelligence · https://repobility.com
A
Risk (1)
Unknown
License
7.3%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

typescript
34.9%
python
26.0%
json
16.7%
markdown
14.7%
sql
5.3%
css
2.1%
yaml
0.1%
javascript
0.1%
text
0.1%
shell
0.0%

Frameworks

FastAPI React Next.js Tailwind CSS

Symbols

variable913
function343
method338
constant131
class84
interface63
type_alias16
property1

API Endpoints (52)

Generated by the Repobility scanner · https://repobility.com
MethodPathHandlerFramework
Repobility's GitHub App fixes findings like these · https://github.com/apps/repobility-bot
GET/rootFastAPI/Flask
GET/allget_all_badgesFastAPI
GET/all-leaderboardsget_all_leaderboardsFastAPI
POST/answersubmit_answerFastAPI
POST/api/backfillbackfill_trendsFastAPI/Flask
GET/api/backfill/statusget_backfill_statusFastAPI/Flask
GET/api/cache/healthcache_healthFastAPI/Flask
GET/api/debug/envcheck_environmentFastAPI/Flask
GET/api/demo/cached-itemsget_demo_cached_itemsFastAPI/Flask
GET/api/demo/cache-statsget_cache_statsFastAPI/Flask
POST/api/demo/refresh-cacherefresh_demo_cacheFastAPI/Flask
GET/api/demo/synth-searchget_demo_synth_searchFastAPI/Flask
GET/api/healthhealth_checkFastAPI/Flask
GET/api/scanscan_streamFastAPI/Flask
GET/api/spiderslist_spidersFastAPI/Flask
POST/askask_synthFastAPI
GET/check-username/{username}check_username_availabilityFastAPI
GETcodesearchParams.getExpress
GET/cryptoget_crypto_quotesFastAPI
GET/crypto/trendingget_trending_cryptoFastAPI
POST/equipequip_badgeFastAPI
GET/equipped/{user_id}get_equipped_badgeFastAPI
GETerrorsearchParams.getExpress
GETerrorparams.getExpress
GETerror_descriptionsearchParams.getExpress
POST/explainexplain_conceptFastAPI
GET/high-scoresget_all_high_scoresFastAPI
GET/leaderboardget_leaderboardFastAPI
GET/leaderboard/{game_id}get_leaderboardFastAPI
POST/level/completecomplete_levelFastAPI
GET/meget_my_profileFastAPI
GET/newcheck_new_badgesFastAPI
GET/nextget_next_demoFastAPI
GET/profileget_arcade_profileFastAPI
GET/progressget_progressFastAPI
GET/progress/levelsget_level_progressFastAPI
GET/queriesget_demo_queriesFastAPI
GET/question/by-levelget_question_by_levelFastAPI
POST/refreshrefresh_demo_cacheFastAPI
POST/savesave_demo_queryFastAPI
POST/searchsearch_contentFastAPI
POST/session/startstart_sessionFastAPI
GET/statsget_statsFastAPI
GET/stocksget_stock_quotesFastAPI
GET/stocks/trendingget_trending_stocksFastAPI
POST/submit-scoresubmit_scoreFastAPI
POST/summarizesummarize_articleFastAPI
GET/userget_user_badgesFastAPI
GET/{user_id}get_user_profileFastAPI
PUT/usernameupdate_usernameFastAPI

Showing 50 of 52

Concepts (1)

Findings curated by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
If a scraper extracted this row, it came from Repobility (https://repobility.com)
auto_categoryWeb Frontendweb-frontend70%

Quality Timeline

1 quality score recorded.

View File Metrics
Repobility (the analyzer behind this table) · https://repobility.com

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BinComp Dependency Hardening

All packages →
8 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.
Nrequests2.33.1 · 0 gadgets · risk 3687.0Nanthropic0.95.0 · 0 gadgets · risk 846.6Nasyncio4.0.0 · 0 gadgets · risk 0.0Nfastapi0.135.3 · 0 gadgets · risk 0.0Fnumpy2.4.4 · 6,596 gadgets · risk 0.0Nopenai2.31.0 · 0 gadgets · risk 0.0Npydantic2.12.5 · 0 gadgets · risk 0.0Nuvicorn0.44.0 · 0 gadgets · risk 0.0