The “Full-Time Job” Is Dying
The full-time job dying: exploring how AI, the gig economy & digital platforms are reshaping work, shifting from fixed jobs to flexible… Continue reading on Medium »
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Intel Arc B70 Benchmarks/Comparison to Nvidia RTX 4070 Super
Good day everyone! You may remember me from such posts as Getting An Intel Arc B70 Running For LLM Inference on a Dell Poweredge R730XD . Maybe not. Probably not... Anyway, I've had this card for about a week now, I ordered it on launch day and have been beating my head against a wall with drivers and other issues until finally getting it running properly! Since then, I've realized there's a significant lack of people actually testing this card and getting some real benchmarks out into the community. Something something be the change you want to see in the world, something something... So I've done some testing, and this certainly won't be the last of my tests and benchmarks, but it'll certainly be the first. I know what is on the community's mind. I hear you ask "How does the new Intel ca

Truth Technology and the Architecture of Digital Trust
The digital economy has entered a credibility crisis. Across industries, borders, and institutions, systems now move information at extraordinary speed, yet too often fail at the more fundamental task of proving what that information actually means. Credentials can be duplicated. Professional claims can be inflated. Identity can be fragmented across platforms. In this environment, the central challenge is no longer access to data, but confidence in its validity. This is not a peripheral issue. It is one of the defining infrastructure problems of the modern technological era. My work sits precisely at this intersection. As a Data Scientist and Full-Stack Developer, I have come to view trust not as a social abstraction, but as a systems problem that must be solved through rigorous engineerin

Best Resume Builders in 2026: I Applied to 50 Jobs to Test These
I was between roles earlier this year and decided to turn the experience into something useful. I built resumes on five different platforms and submitted real applications to see which ones got callbacks. The results surprised me — the prettiest resumes weren't always the most effective. Quick Comparison Builder Best For Starting Price Free Version ATS-Friendly Templates My Rating Resume.io Overall Best $2.95/7-day trial Limited Yes 30+ 9/10 Zety Guided Experience $2.99/week Build only (no download) Yes 20+ 8.5/10 Novoresume Creative Fields Free (basic) Yes Mostly 15+ 8/10 Kickresume AI-Powered Writing $19/mo Yes (1 resume) Yes 40+ 8.5/10 Enhancv Career Changers $19.99/mo Yes (limited) Yes 15+ 8/10 Resume.io Resume.io is the one I kept coming back to. The editor is fast, the templates are
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I Gave Claude Access to My Desktop Outlook Without Touching the Microsoft API
How a 150-line Python script using macOS Accessibility APIs turned my Mac’s Outlook app into a fully AI-readable inbox no OAuth, no permissions headache, no Graph API token. Every few months I try again to get Claude to help me with my emails. Every few months I run into the same wall: Microsoft’s Graph API requires an Azure app registration, an OAuth flow, admin consent for enterprise tenants, and — depending on your company’s IT policy — a support ticket that takes two weeks to resolve. By then, I’ve given up and gone back to manually copy-pasting emails into Claude. Then I found a different angle. macOS has had a powerful accessibility API since the early days of OS X. It’s the same system that screen readers use. Any app running on your Mac including Outlook exposes its entire UI eleme

The Spaceballs sequel will be released in April next year
There's finally a release date for the Spaceballs sequel — but before you get too excited, it's a whole year away. As first reported by Deadline , Amazon MGM Studios announced on Friday night that the upcoming Spaceballs movie will hit theaters on April 23, 2027, right around the 40th anniversary of the first film. Several members of the original cast will be reprising their roles, according to Deadline , including Mel Brooks, Rick Moranis, Bill Pullman, George Wynder and Daphne Zuniga. Spaceballs: The Release Date. April 23, 2027. pic.twitter.com/5Xv0BKmf7C — Amazon MGM Studios (@AmazonMGMStudio) April 4, 2026 Whispers of a potential Spaceballs 2 go back a couple of years, but Brooks officially confirmed in an extremely on-brand announcement video last summer that the movie is actually ha

Template Literals in JavaScript
when you first start javascript building string often involves using the + operator.While this works quickly but it become messy and hard to read as code grows. Before ES6, developers created strings like this: let name = " Alice " ; let age = 25 ; let message = " Hello, my name is " + name + " and I am " + age + " years old. " This approach has several drawbacks: Hard to read: The sentence is broken into multiple parts. Error-prone: Easy to forget spaces or quotes. Messy with complex strings: Adding more variables makes it worse. Difficult for multi-line strings: Requires \n or awkward formatting. Template Literal Syntax Template literals were introduced in ES6 and use backticks (`) instead of quotes. javascript let message = Hello, my name is Alice. ; Embedding Variables in Strings Inste

The Documentation Attack Surface: How npm Libraries Teach Insecure Patterns
Most security audits focus on code. But across five reviews of high-profile npm libraries — totaling 195 million weekly downloads — I found the same pattern: the code is secure, but the README teaches developers to be insecure. One finding resulted in a GitHub Security Advisory (GHSA-8wrj-g34g-4865) filed at the axios maintainer's request. This isn't a bug in any single library. It's a systemic issue in how the npm ecosystem documents security-sensitive operations. The Pattern A library implements a secure default. Then its README shows a simplified example that strips away the security. Developers copy the example. The library's download count becomes a multiplier for the insecure pattern. Case 1: axios — Credential Re-injection After Security Stripping (65M weekly downloads) The code: fo


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