RSS feeds, Hacker News search/API, GitHub public search, arXiv API, company blogs, and technical blogs.
Source Transparency
How VQV.me scans open sources
VQV prefers open and public sources such as RSS feeds, public APIs, official blogs, technical communities, research databases, and code repositories.
Sources is the trust layer: it shows where signals come from, how source health looks, and which public channels are active.
Freshness, source weight, keyword relevance, cross-source confirmation, and novelty are combined into a simple MVP score.
NEW, RISING, SOURCE-BACKED, WATCH, LOW SIGNAL, and NOISE help separate concrete movement from repeated or weak items.
Signal strength reflects source quality, relevance, freshness, and evidence. It is not a claim of independent fact-checking.
VQV may use AI to polish summaries for high-signal items. These summaries are based only on the listed sources and do not represent independent fact-checking.
VQV uses a clear User-Agent, timeouts, limited requests, URL hashing, and feed/API endpoints before any normal web-page crawling.
VQV does not use X/Twitter scraping, does not use paid APIs, and does not claim private or insider information. Public API rate limits are reported as data limits, not hidden failures.
Active Sources
Weights are ranking inputs, not guarantees.
Hacker News Front Page
community
0.72
Hacker News Newest
community
0.62
GitHub Blog
devtools
0.78
Google Research Blog
research
0.82
OpenAI News
ai-lab
0.92
TechCrunch AI
mainstream-tech
0.76
MIT Technology Review AI
explanatory-ai
0.82
The Verge AI
mainstream-tech
0.74
Google AI Blog
consumer-products
0.86
Ars Technica AI
mainstream-tech
0.80
VentureBeat AI
mainstream-tech
0.74
ZDNET AI
consumer-tech
0.72
Microsoft Blog
primary-company
0.84
Apple Newsroom
primary-company
0.84
Meta Newsroom
primary-company
0.82
NPR Technology
mainstream-tech
0.76
CNBC Tech
business-tech
0.76
EdSurge
education
0.72
Krebs on Security
security
0.78
BleepingComputer
security
0.76
TechCrunch Robotics
robotics
0.78
IEEE Spectrum AI
explanatory-ai
0.76
IEEE Spectrum Robotics
robotics
0.76
The Robot Report
robotics
0.72
Hugging Face Blog
open-source
0.88
GitHub Changelog
devtools
0.86
Microsoft Developer Blog
devtools
0.80
Replit Blog
devtools
0.82
Sourcegraph Blog
devtools
0.82
Docker Blog
devtools
0.80
Cloudflare Blog
infrastructure
0.80
Vercel Blog
devtools
0.78
Microsoft Research Blog
research
0.84
NVIDIA Blog
hardware
0.86
Google Security Blog
security
0.84
Microsoft Security Blog
security
0.84
GitHub Security Lab
security
0.84
CISA Advisories
security
0.78
Y Combinator Blog
startups
0.80
Sequoia Articles
startups
0.78
Hackernews
api
0.75
Github
api
0.76
arXiv
api
0.82
Source Health
Latest fetch records
Source
Status
Type
Health
Successes
Errors
Rate limits
Last fetch
Last error
github_radar:coqui-ai/TTS
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:openai/whisper
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:sgl-project/sglang
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:ggerganov/whisper.cpp
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:jax-ml/jax
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:NVIDIA/TensorRT-LLM
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:pytorch/pytorch
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:tensorflow/tensorflow
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:ray-project/ray
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:modal-labs/modal-client
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:BentoML/BentoML
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:chroma-core/chroma
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:run-llama/llama_deploy
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:milvus-io/milvus
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:weaviate/weaviate
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:mem0ai/mem0
ok
github_radar
healthy
122
0
0
2026-08-02 05:23 UTC
github_radar:qdrant/qdrant
ok
github_radar
healthy
122
0
1
2026-08-02 05:23 UTC
github_radar:n8n-io/n8n
ok
github_radar
healthy
122
0
0
2026-08-02 05:23 UTC
github_radar:flowiseai/flowise
ok
github_radar
healthy
122
0
0
2026-08-02 05:23 UTC
github_radar:langflow-ai/langflow
ok
github_radar
healthy
122
0
0
2026-08-02 05:23 UTC
github_radar:langgenius/dify
ok
github_radar
healthy
122
0
0
2026-08-02 05:23 UTC
github_radar:ComposioHQ/composio
ok
github_radar
healthy
122
0
0
2026-08-02 05:23 UTC
github_radar:garrytan/gstack
ok
github_radar
healthy
121
0
1
2026-08-02 05:23 UTC
github_radar:browser-use/browser-use
ok
github_radar
healthy
122
0
0
2026-08-02 05:23 UTC
github_radar:microsoft/markitdown
ok
github_radar
healthy
122
0
0
2026-08-02 05:23 UTC
github_radar:modelcontextprotocol/servers
ok
github_radar
healthy
122
0
0
2026-08-02 05:23 UTC
github_radar:cline/cline
ok
github_radar
healthy
122
0
0
2026-08-02 05:23 UTC
github_radar:TabbyML/tabby
ok
github_radar
healthy
122
0
0
2026-08-02 05:23 UTC
github_radar:microsoft/semantic-kernel
ok
github_radar
healthy
122
0
0
2026-08-02 05:23 UTC
github_radar:aider-AI/aider
ok
github_radar
healthy
122
0
0
2026-08-02 05:23 UTC