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Peter Diamandis is the latest tech executive to argue that global surveillance will make the world a better place, following Larry Ellison's comments in 2024.
Making of Aantraa
aantraa.site — AI audio & video translation, caption generator, and viral shorts cutter.
Under the Hood
I run a small YouTube channel. I'm not a full-time content creator, but YouTube is a solid platform to gain traffic for your online work, business, project, or idea.
Aantraa is what I built in a week. The main concept is simple:
Video translation into multiple languages
Audio translation — including text-to-audio, with MP3 output...
I'll be honest: I almost did multi-tenancy the wrong way.
When I started building InspectIQ "a SaaS platform for Florida home inspectors" my first instinct was to add a tenant_id column to every table and filter it in the application layer. Every query would have a WHERE tenant_id = :current_tenant clause. Simple, familiar, done.
Then I thought about what happens when you forget one.
One missing WHERE clause. One endpoint that skips the filter. One inspector sees another inspector'...
I have a confession. Somewhere around day nine of this experiment, I almost quit and went back to my old setup. Not because ChatGPT was bad. Because I was bad at using it. I kept typing half-questions the way I'd type into Google, hitting enter, and getting answers that were technically correct and completely useless.
It took me about a week to realize the problem wasn't the tool. It was twelve years of muscle memory.
This post is the long version of what happened when I tried to go a fu...
This is just an opinion of what I experience and am witnessing, but looking at how LLMs scale feels like I've seen it before: with CPUs trying to outrun Moore's Law and break the rules of physics.
Heat, power leakage, and diminishing returns made it increasingly expensive to squeeze out even small gains in clock speed. The GHz race shifted because it had to.
For LLMs, more compute, more data, more parameters, and everything just keeps getting better? That curve seems to hit a ceiling and in...
Three bugs this month. All three looked fixed before they broke. The
date was quoted in 51 out of 52 posts. The model was pinned to a
specific version. The upload feature had been working in production for
weeks. Each one passed the obvious checks and failed somewhere else.
That's the theme for this Friday Fixes: the fix that wasn't. Not
bugs that went unnoticed, but bugs where a defense existed and the
failure found its way around it.
1. The Unquoted Date, Part Two
If t...
I run Vite on almost everything. Astro sites, Nuxt projects, a small group of libraries I maintain on the side. The build tool is the part of the stack I think about least, because it just works.
So when the thing under all of that changes twice in three months, I read the release notes properly.
Here is what actually changed, what breaks, and the part that made developers argue for a week straight.
For Five Years, Vite Ran on Two Bundlers
When Vite launched, it made a p...
Deixa eu adivinhar.
Você tá com um projeto Laravel rodando, tem uns 5, 10, talvez 15 formulários que recebem CPF. Cadastro de cliente, cadastro de fornecedor, atualização de perfil, checkout, área administrativa… e em cada um desses lugares tem aquela mesma lógica de validação de CPF. Copiada. Colada. Com pequenas variações.
E tá tudo bem. Até o dia em que o cliente pede pra mudar uma regra. Ou um bug aparece em um formulário e funciona normal no outro. Aí você abre o projeto, dá um Ctrl+S...
Check how on-premises AI solutions empower enterprises to safeguard sensitive code, ensure data residency, and maintain full compliance without compromising performance.
Why privacy and security matter in AI-powered development?
As enterprises increasingly adopt AI to automate code reviews, testing, and vulnerability scanning, ensuring data privacy becomes paramount. Cloud-based AI tools may expose sensitive source code, customer data, or intellectual property to external risks....
Instagram/WhatsApp Stories have a signature UI: those segmented bars across the top, one filling at a time. It looks fancy but it's a simple pattern. Here's a live, tappable rebuild in vanilla JS + CSS.
📸 Try it (tap left/right, hold to pause): https://dev48v.infy.uk/design/day17-instagram-stories.html
The segmented bar
One bar per story. The rule: only the active segment animates its width 0→100%; segments before it are full, segments after are empty. When the active on...
Hey everyone 👋
Is anyone here playing RF Online Next?
I recently built a fan guide website for it:
👉 https://rf-online-next.net
RF Online Next Guide — Starter Finder & Beginner Tips
New to RF Online Next? Answer 3 questions to get your starter Biosuit, faction lean, and first-day checklist — personalized for your playstyle.
...
You don't have a million labeled images or a GPU farm — and you don't need them. Transfer learning lets you stand on a model someone else trained and reach high accuracy with a few examples in minutes. Here's the idea, visualized.
♻️ Race scratch vs transfer: https://dev48v.infy.uk/dl/day17-transfer-learning.html
The insight
The early layers of a trained network learn general features — edges, textures, shapes — that are useful for almost any vision task. Only the last l...
Compare some of the main vendors for code-free solutions that meet PCI requirements six and eleven. Discover each vendor's strength, who they are best for, and their deployment type.
Many agencies avoid programmatic advertising due to outdated myths, choosing instead to rely entirely on skyrocketing Meta and Google ad space. In 2026, modern programmatic is highly affordable (averaging a $2.50 CPM via self-serve DSPs), user-friendly, and provides exclusive access to premium formats like Connected TV (CTV) and Digital-out-of-home (DOOH).
Modern QA has two sides. Side One: AI agents now automate test generation, self-heal broken scripts, and synthesize test data — cutting execution time by up to 30%. Side Two: The AI agents your team ships are probabilistic, non-deterministic, and cannot be validated with traditional test scripts. A 3-step agent chain with 70% per-step accuracy fails 66% of the time end-to-end. This article breaks down how to build validation pipelines for both and why treating them as one problem is the most com...
Modern contract management software has moved beyond simple digital storage, with AI-powered platforms now actively analyzing agreements to optimize spend and flag financial risks. The right choice depends on your team's specific needs, ranging from streamlined sales document automation to comprehensive tools that integrate vendor and contract data.
Pipe, a general-purpose visual programming language addressing AI-driven software risks, scored 86 on HackerNoon's Proof of Usefulness algorithm, landing in the lowest positive tier. The gap is exactly where expected: no live product yet means no traction or adoption evidence. Here's what's actually being built to close it.