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Latest News & Web Pages
Git Hub Code Quality Moves to General Availability, Bringing New Costs and Capabilities
29+ min ago (24+ words) Git Hub Code Quality becomes a paid GA product July 20, 2026. Here's the new pricing, features, and what teams should do before the deadline....
Are We Ignoring Cryptography's Golden Age?
9+ min ago (866+ words) Unveiling the Elegant Foundations: A Tutorial on the Vigen're Cipher Introduction In an era dominated by the dizzying complexity of zero-knowledge proofs, homomorphic encryption, and quantum-resistant algorithms, it's easy to overlook the origins of cryptography. Yet, as recent reports from…...
The Hidden Cost of AI: Moving from Tutorial Code to Production Code
20+ min ago (554+ words) If you've watched a web development tutorial in the last year, chances are you've seen someone build an "AI-powered" app. The instructor pastes their Open AI API key into an environment file, writes a simple fetch request, and within 10 minutes,…...
" Why I built my own push notification tool for CI/CD and Home Assistant
19+ min ago (237+ words) Nowadays, we all need push notifications. Whether it's for home automation, CI/CD deployments, application monitoring, Uni Fi Protect, or more. But, you'll eventually realize that most of those services don't feature push notifications, or those that do, don't offer…...
Saa S agentic onboarding vs dev tool agentic onboarding
18+ min ago (220+ words) While we believe the agentic onboarding for every Saa S tools needs to become a personalized conversation - I am realizing the onboarding experience for dev tools is soooo different. I came up in the pre-AI era where building a great…...
The Difference Between Front-End and Back-End Web Developers
23+ min ago (392+ words) Thanks to the developers who build and maintain websites and web applications, billions of people can access and share information with the click of a mouse or button. But what exactly do web developers do and what kinds are there?...
Harvesting a regression test set from gateway logs with a plugin
35+ min ago (759+ words) TL; DR: Our eval sets went stale because a human wrote the test cases by hand once and never updated them. We moved the capture point into the gateway. A Bifrost custom plugin logs every production request and response, and…...
I wanted to build an AI companion, so my first step was limiting what the AI is actually allowed to think. Here is how I used "Semantic Intake" to force the LLM to understand context before it speaks:
29+ min ago (20+ words) I Turned a Dead Discord Bot Into an AI Therapist That Actually Remembers You. .. Tagged with ai, llm, rag, showdev....
The AI Security Gap: Why your autonomous agents are completely unprotected
24+ min ago (282+ words) We're building autonomous AI agents with access to file systems, APIs, and databases'then trusting their "system prompt" to keep them secure. This is like leaving your front door unlocked while posting a sign that says "Please don't rob me." The…...
Dumping chat history into a vector database is the worst way to give an AI memory. Here is how I built a "Structured Memory" layer that separates conversation from durable human facts.
29+ min ago (20+ words) I Turned a Dead Discord Bot Into an AI Therapist That Actually Remembers You. .. Tagged with ai, architecture, llm, showdev....