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Content Understanding in Microsoft Foundry IQ
43+ min ago (1093+ words) Turn video and audio recordings into searchable, citable knowledge for Microsoft Foundry IQ using Azure Content Understanding, MarkItDown, and structured metadata. Your largest corpus is the one nobody indexed. Here's how to turn recordings into grounding data an agent can…...
Building Win-Optimizer-Pro: A Modern, Tauri-Based Windows Debloater for Maximum Performance
7+ min ago (314+ words) If you’re a developer, gamer, or power user, you probably know the struggle of setting up a fresh Windows 10 or 11 installation. Out of the box, Windows is packed with bloatware, aggressive background telemetry, and pre-installed apps that eat up valuable…...
Solving the Implicit Colebrook-White Equation in TypeScript via Newton-Raphson Iterations
12+ min ago (332+ words) Fluid mechanics calculations in web applications often rely on simplified empirical approximations. When calculating friction losses in turbulent fluid flow through pipes and ventilation ducts, many developers settle for explicit approximations like the Swamee-Jain or Haaland equations to avoid solving…...
An Angular +.NET Auth Template with Multi-Channel 2FA and a Live Demo
12+ min ago (782+ words) Most auth starter templates ask you to take them on faith. The README promises login, 2FA, and password reset, and you find out whether any of it works after you've cloned it and spent an evening wiring it up. Here's what's…...
Same agent, different list: 238 cold emails to Japanese schools, 13 replies, 2 meetings
11+ min ago (601+ words) Last week I wrote about 1,027 cold emails that got 7 replies. In that post I mentioned a second product that we sell with the same agent. I used it as a comparison. This post is about that second run. The second…...
YouTube pulls 20 channels after Semafor's ghost creator expose
18+ min ago (564+ words) Semafor traced a network paying actors $26 a video to read AI scripts. Human faces defeated every AI detector YouTube has....
Same Prompt, Different Model: How I Benchmark AI Image Generators Without Fooling Myself
23+ min ago (1059+ words) I used to compare image models in the laziest possible way: give them the same prompt, put the... Tagged with ai, nanobanana, qwen....
Recursive CTEs, explained from first principles
20+ min ago (420+ words) Some data isn't flat. An employee has a manager, who has a manager, who has a manager, all the way... Tagged with sql, cte, dataengineering, datascience....
The Prompt Injection Playbook: Red-Teaming a Free Model Server
23+ min ago (562+ words) Prompt injection is the new SQL injection. Everyone fears it, yet almost nobody tests for it. So I built a red-team kit for MonkeyCode's free server. Here is what breaks. Here is what holds. Disclosure: This article was prepared as…...
Build for the 429: An Architecture for Unreliable Free LLM Tiers
23+ min ago (582+ words) The demo is halfway through. I click "Run." The screen shows 429 Too Many Requests. I refresh. Another 429. The audience is waiting. I switch to a local model. It's too slow. The demo fails. This isn't the free tier's fault. It's…...
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