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@faun shared a link, 5 months, 1 week ago
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Users Only Care About 20% of Your Application

Modern apps burst with features most people never touch. Users stick to their favorite 20%. The rest? Frustration, bloat, ignored edge cases. Tools like **VS Code**, **Slack**, and **Notion** nail it by staying lean at the core and letting users stack what they need. Extensions, plug-ins, integrati.. read more  

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@faun shared a link, 5 months, 1 week ago
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Privacy for subdomains: the solution

A two-container setup using **acme.sh** gets Let's Encrypt certs running on a Synology NAS—thanks, Docker. No built-in Certbot support? No problem. Cloudflare DNS API token handles auth. Scheduled tasks handle renewal... read more  

Privacy for subdomains: the solution
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@faun shared a link, 5 months, 1 week ago
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Organize your Slack channels by “How Often”, not “What” - Aggressively Paraphrasing Me

One dev rewired their Slack setup by **engagement frequency**—not subject. Channels got sorted into tiers like “Read Now” and “Read Hourly,” cutting through noise and saving brainpower. It riffs off the **Eisenhower Matrix**, letting priorities shift with projects, not burn people out... read more  

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@faun shared a link, 5 months, 1 week ago
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Writing Load Balancer From Scratch In 250 Line of Code

A developer rolled out a fully working **Go load balancer** with a clean **Round Robin** setup—and hooks for dropping in smarter strategies like **Least Connection** or **IP Hash**. Backend servers live in a custom server pool. Swapping balancing logic? Just plug into the interface... read more  

Writing Load Balancer From Scratch In 250 Line of Code
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@faun shared a link, 5 months, 1 week ago
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The productivity paradox of AI coding assistants

A July 2025 METR trial dropped a twist: seasoned devs using Cursor with Claude 3.5/3.7 moved **19% slower** - while thinking they were **20% faster**. Chalk it up to AI-induced confidence inflation. Faros AI tracked over **10,000 developers**. More AI didn’t mean more done. It meant more juggling, .. read more  

The productivity paradox of AI coding assistants
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@faun shared a link, 5 months, 1 week ago
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Becoming a Research Engineer at a Big LLM Lab - 18 Months of Strategic Career Development

To land a big career role like Mistral, mix efficient **tactical** moves (like LeetCode practice) with **strategic** ups, like building a powerful portfolio and a solid network. Balance is key; aim to impress and prepare well without overlooking the power of strategy in shaping a successful career... read more  

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@faun shared a link, 5 months, 1 week ago
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Building a Natural Language Interface for Apache Pinot with LLM Agents

MiQ plugged **Google’s Agent Development Kit** into their stack to spin up **LLM agents** that turn plain English into clean, validated SQL. These agents speak directly to **Apache Pinot**, firing off real-time queries without the usual parsing pain. Behind the scenes, it’s a slick handoff: NL2SQL .. read more  

Building a Natural Language Interface for Apache Pinot with LLM Agents
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@faun shared a link, 5 months, 1 week ago
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Implementing Vector Search from Scratch: A Step-by-Step Tutorial

Search is a fundamental problem in computing, and vector search aims to match meanings rather than exact words. By converting queries and documents into numerical vectors and calculating similarity, vector search retrieves contextually relevant results. In this tutorial, a vector search system is bu.. read more  

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@faun shared a link, 5 months, 1 week ago
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Inside NVIDIA GPUs: Anatomy of high performance matmul kernels

NVIDIA Hopper packs serious architectural tricks. At the core: **Tensor Memory Accelerator (TMA)**, **tensor cores**, and **swizzling**—the trio behind async, cache-friendly matmul kernels that flirt with peak throughput. But folks aren't stopping at cuBLAS. They're stacking new tactics: **warp-gro.. read more  

Inside NVIDIA GPUs: Anatomy of high performance matmul kernels
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@faun shared a link, 5 months, 1 week ago
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5 Free AI Courses from Hugging Face

Hugging Face just rolled out a sharp set of free AI courses. Real topics, real tools—think **AI agents, LLMs, diffusion models, deep RL**, and more. It’s hands-on from the jump, packed with frameworks like LangGraph, Diffusers, and Stable Baselines3. You don’t just read about models—you build ‘em i.. read more  

Craitrix is a leading global IT services and consulting company helping businesses transform digitally, innovate securely, and scale efficiently. We specialize in custom software development, blockchain solutions, IT consulting, and digital strategy services that deliver measurable results across industries.

With a team of experienced professionals, certified developers, and strategic consultants, Craitrix combines technical excellence with business insight to build secure, scalable, and future-ready solutions for startups, enterprises, and government organizations.

Our Core Services:

*Custom Software & Web Development

*High-performance web and mobile applications built for scalability, security, and user engagement.

*Blockchain & Web3 Solutions

*End-to-end blockchain development including smart contracts, token creation, DeFi platforms, NFT marketplaces, and decentralized applications.

*IT Consulting & Digital Strategy

*Expert consulting in digital transformation, cloud migration, cybersecurity, AI integration, and DevOps optimization.

*Cloud & Managed Services
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Strategic SEO, social media marketing, and branding solutions to increase online visibility and customer engagement.

Why Choose Craitrix :

Client-centric and customized solutions
Experienced team with deep technical expertise
Advanced technologies including AI, blockchain, and cloud
Global presence with offices in India, UAE, and Canada
Proven success across multiple industries

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