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My Hacktoberfest 2026 DEV Challenge Submission

Hi everyone! I am happy to take part in Hacktoberfest 2026. I am still learning and trying to improve my coding skills by working on projects. I have created a project called LocalBizAI using Python and Flask. I am learning new things through this project and hope to improve it further. My GitHub Project: https://github.com/yogeswarimurugan23-ops/LocalBizAI I look forward to learning from other developers and being part of this community. Hacktoberfest #DEVChallenge #Py...
Hyper3D GLB Review 2026: Gray Jaw Patches on a 10.72 MB File
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Hyper3D GLB Review 2026: Gray Jaw Patches on a 10.72 MB File

This is an independent test. Nothing here came from vendor access: both tools were used on my own free and paid accounts. For an illustrative product-page scenario, the detail worth inspecting is not the clip's overall silhouette but the two U-shaped jaws and the purple finish around their tips. I zoomed into those features in the matched offline renders. One file showed a gray patch where the source picture stays purpleβ€”even though the mesh underneath might be sound. I gave the same pi...
Seven in ten could read the label. One in three could take the right dose
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Seven in ten could read the label. One in three could take the right dose

In 2006, researchers handed 395 adults a pill bottle. The label said "Take two tablets by mouth twice daily." Then they asked each person to count out the pills they would take in a day. Among patients with low literacy, 71% could say the instruction back. Only 35% could count out the right number of pills (Davis et al., Annals of Internal Medicine). I keep coming back to that gap. People could read the words and still take the wrong dose. A page of labels like that one A hospital disc...
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What AI companion apps really cost per year, and why the monthly sticker hides it

I pulled the cheapest paid tier from each app's own pricing page (verified September 2026): App Monthly Annual Annual / Monthly Replika $19.99 $69.99 3.5 months Character.AI+ $9.99 $94.99 9.5 months Kindroid $13.99 $139.99 10.0 months Nomi $15.99 $99.99 6.3 months The right column is the part nobody advertises: how many months of the monthly plan one year of annual actually buys. For Replika, annual is like getting ...
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Improving My Portfolio with Semantic HTML and Accessibility

As a programming student learning web development, I'm discovering that creating a website is about more than making it look good. A website should also be accessible, understandable, and usable by different people, including those who rely on assistive technologies. For my accessibility audit, I examined my portfolio's index.html file and learned how semantic HTML can help create a better user experience. What is semantic HTML? Semantic HTML means using elements that descri...
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Rotating vs Sticky Residential Proxies in Python (requests, threads & Scrapy)

If you've scraped anything at scale, you've hit the wall: the first 50 requests work, then you get 403 s, CAPTCHAs, or empty pages. The site has noticed that one IP is asking for a lot. Residential proxies fix this by routing each request through a real household connection, so your traffic looks like many ordinary visitors instead of one busy server. But how you rotate those IPs matters as much as having them. This post covers the two modes you'll actually use, rotating and sticky, with P...
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Design Reliable Keywords for Instagram Comment-to-DM Automation

A comment keyword looks like a small copy decision. In practice, it controls whether someone can enter the DM workflow without confusion. The best keyword is not the cleverest word. It is the word people can notice, remember, type, and connect to the promise in the post. Make the keyword match the offer Use a word that names the thing being requested. GUIDE, CHECKLIST, DEMO, PRICE, and WAITLIST create clearer expectations than broad words such as INFO or YES. The caption and first DM...
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Building a permission-aware MCP server in Python

Atlassian's rebuilt MCP server, now generally available, enforces three things on every call. It uses OAuth 2.1 with PKCE, so the agent only gets the user's existing permissions. It sorts tools into read, write and destructive, so clients can ask for confirmation. And it applies admin-level scopes and audit logging. This article shows how to build the same three controls into your own MCP server with the official Python SDK, following the current MCP specification (2026-07-28). What you'll b...
Meshy AI 3D Generator Review 2026: 74.16 MB for One Knight GLB
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Meshy AI 3D Generator Review 2026: 74.16 MB for One Knight GLB

Independent review. I ran both tools on my own accounts, free and paid, with no vendor-provided access or early access of any kind. Your game needs a knight. Then it needs eleven more. That's the moment image-to-3D stops being a toy and starts being a line item β€” storage, bandwidth, and a credit balance that drains while you watch. I asked around about which tool to use. The same two names kept coming up: Meshy and SupaVoxel. So I ran one knight illustration through both, downloaded bo...
HackerNews

NetBSD may have found a new role: The AI-free FOSS OS

Article URL: https://www.theregister.com/os-platforms/2026/10/13/netbsd-may-have-found-a-new-role-the-ai-free-foss-os/5302818 Comments URL: https://news.ycombinator.com/item?id=50072486 Points: 1 # Comments: 0
HackerNews

Don't Quit Because of AI [video]

Article URL: https://www.youtube.com/watch?v=Nokft8MsZgU Comments URL: https://news.ycombinator.com/item?id=50072771 Points: 1 # Comments: 0
HackerNews

Cracks Are Starting to Appear in the AI Trade

Article URL: https://www.bloomberg.com/news/newsletters/2026-10-13/tech-stocks-cracks-are-starting-to-appear-in-the-ai-trade Comments URL: https://news.ycombinator.com/item?id=50072971 Points: 2 # Comments: 1
HackerNews

Companies rushed in on AI. Now some are pulling back

Article URL: https://www.theguardian.com/technology/2026/oct/13/ai-companies-rushed-workers-fallout Comments URL: https://news.ycombinator.com/item?id=50073106 Points: 2 # Comments: 0
HackerNews

The "alien" economics of AI monetization

Article URL: https://stripe.com/blog/economics-of-ai-monetization Comments URL: https://news.ycombinator.com/item?id=50073161 Points: 2 # Comments: 1