virtualuncle.com valid
Virtual Uncle
Independent AI and automation publication. Hands-on reviews, tutorials, and news about AI tools, workflow automation, and AI-powered side hustles — explained for regular people. Founded by Vince Ultari.
- Authority
- 51 reach 6 · trust 5 · quality 25 · freshness 15
- Tier
- listed
- llms.txt
- https://virtualuncle.com/llms.txt
- llms-full.txt
- https://virtualuncle.com/llms-full.txt
- Sections
- 6
- Links
- 141
- Size
- 40955 bytes
- Popularity rank
- #752728
- Country
- United States Hosting inference
- Hosting country
- United States Hosting inference
- Country evidence
- No published address evidence collected yet
- Categories
- AI and machine learning · Productivity
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- First seen
- 2026-10-25T17:57:20.939Z
- Last checked
- 2026-10-26T00:40:24.672Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-26T00:40:10.174Z. Cached copy · Source on virtualuncle.com
# Virtual Uncle
> Independent AI and automation publication. Hands-on reviews, tutorials, and news about AI tools, workflow automation, and AI-powered side hustles — explained for regular people. Founded by Vince Ultari.
- [About](https://virtualuncle.com/about/)
- [How We Test](https://virtualuncle.com/how-we-test/)
- [Editorial Policy](https://virtualuncle.com/editorial-policy/)
- [Full Content (llms-full.txt)](https://virtualuncle.com/llms-full.txt)
## AI News
- [Google Research Says You Can Improve An AI Agent By 11.5 Points Without Touching The Model](https://virtualuncle.com/harness2-agent-harness-google-research/): Google Research's Harness2 reports up to 11.5 points of agent improvement with the model frozen. It refines eight parts of the agent harness instead.
- [The X Subscription Bundles Cursor With Grok. Third-Party Models Now Bill Separately.](https://virtualuncle.com/x-subscription-cursor-grok-third-party-models-bill-separately/): The X Subscription bundles Cursor with Grok from $8. Cursor's own pricing page says third-party models aren't included, so a $20 Claude user now pays $50.
- [OpenAI Published 722 Maths Manuscripts. 162 Have Lean Proofs.](https://virtualuncle.com/openai-math-722-manuscripts-162-lean-proofs/): OpenAI published 722 maths manuscripts and 8,839 stars followed. Only 162 carry Lean proofs and the Hodge result is not among them. Counted from the repo.
- [Jev Ran 132,422 Independent Test Requests This Week. None of Them Measured Calibration.](https://virtualuncle.com/jev-decision-index-calibration/): Two independent Jev benchmarks landed Monday, including a reproducible 132,422-request suite. Neither measures whether its confidence scores mean anything.
- [Jev's 193x Number Reached 900,000 People This Week. The Caveats Didn't.](https://virtualuncle.com/jev-benchmark-caveats/): TypeSafe's Jev benchmark reached 901,691 views across eight posts in 48 hours. TypeSafe published three caveats about it. None of the eight mentioned any.
- [Claude for Teachers Is Free for a Year. Most People Sharing It Don't Qualify.](https://virtualuncle.com/claude-for-teachers-is-free-for-a-year-most-people-sharing-it-dont-qualify/): Anthropic gives verified US K-12 teachers a free year of premium Claude. Here is who qualifies, what verification takes, plus why viral posts skip that part.
- [Unity's Official Claude Code Plugin Is Not Open Source](https://virtualuncle.com/unity-claude-code-plugin/): Unity shipped an official Claude Code plugin with 31 skills. We read the repo: a restricted license, no MCP server, plus files for removing RevenueCat.
- [It Refused to Run the Malware. Then It Wrote Its Own Version.](https://virtualuncle.com/claude-code-auto-mode-prompt-injection-rce/): A researcher showed Claude Code in Auto Mode running attacker malware from a simple website summary request, 60 to 80% of the time. The safety classifier made it worse.
- [Anthropic Announced a 25% Raise. Then Deleted the Post.](https://virtualuncle.com/cla
…Related sites
Similar publisher descriptions and documentation. Similarity does not imply affiliation or equivalent capabilities.
| Domain | Title | Category | Country | Authority | llms.txt | llms-full.txt | Save |
|---|---|---|---|---|---|---|---|
| brainbaselabs.com | Brainbase | transactional AI agents and MCP | US | 51 | ✓ | ||
| aibusinessweekly.net | AI Business Weekly | informational AI and machine learning Media | — | 52 | ✓ | ||
| aibuilderclub.com | AI Builder Club | documentation AI and machine learning AI agents and MCP +1 | US | 50 | ✓ | ||
| theneuron.ai | The Neuron | documentation Media AI and machine learning | — | 52 | ✓ | ||
| reasonmachines.com | Reason | transactional AI agents and MCP Developer tools | US | 54 | ✓ | ✓ | |
| aiproductivity.ai | AI Productivity | informational AI and machine learning Business software | — | 47 | ✓ | ||
| claudecodecamp.com | Claude Code Camp | documentation Education AI and machine learning | — | 48 | ✓ | ||
| benchlm.ai | BenchLM AI | informational AI and machine learning | — | 60 | ✓ | ✓ |
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