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Taking a Look at Database Disk, Memory, and Concurrency Management

Databasesdance between block and file-level access. They cleverly use memory like a magician with a hidden pocket, smoothing over sluggish disk interactions. Logs? They’re the secret sauce for slick crash recovery.Concurrency controlin the mad circus of transactions? Locks. They're the backstage cre.. read more  

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Ran out of infrastructure titles

Taloskicked k3s to the curb, quenching that nagging itch for declarative order that Nix left behind. For traffic control,Contourswooped in, bringing sanity to my DNS maze and giving Nginx the boot.VictoriaMetricsoutpaced Prometheus, delivering speed and thrift. It even does remote monitoring like a .. read more  

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JFrog’s Journey with AWS Graviton

JFrog’s leap toAWS Gravitonunleashed some wizardry: slashing compute costs by20%, slicing CPU usage by another20%, and shaving network latency by10%. But here’s the kicker—carbon footprint plummeted by60%. That’s efficiency with an eco-twist. They juggled feature flags and multi-architecture support.. read more  

JFrog’s Journey with AWS Graviton
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37signals on-prem migration to save millions, abandon AWS

37signalsplans to chop its cloud bill from a hefty$3.2Mto under$1Ma year by dumping AWS for its own gear, with some help from swift Dell and Pure Storage systems. Oh, andAWStossed in a $250K fee waiver to nudge that transition along... read more  

37signals on-prem migration to save millions, abandon AWS
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VMware perpetual license holders receive cease-and-desist letters from Broadcom

Broadcomis upending the game. After itsVMwareacquisition, they slashed perpetual licenses and cranked up subscription costs by a staggering300%. To top it off, they're firing off cease-and-desist letters to folks who’ve sworn off VMware. It’s like breaking up but still getting texts from your ex—awk.. read more  

VMware perpetual license holders receive cease-and-desist letters from Broadcom
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Google debuts an updated Gemini 2.5 Pro AI model ahead of I/O

Gemini 2.5 Pro Preview (I/O edition)is here, flexing its muscles in code editing and web app creation. This newcomer muscles its way to the top of theWebDev Arena Leaderboard. As if that wasn't enough, it scores a jaw-dropping84.8%on VideoMME for video analysis. And guess what? The price tag hasn’t .. read more  

Google debuts an updated Gemini 2.5 Pro AI model ahead of I/O
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Stop overbuilding evals

Over-engineering smothers momentum. Get it to prod yesterday. Imperfection? Own it. Tweak with real folks in the wild. Feature flags and sanity checks? Priceless. Theory's just noise until reality weighs in... read more  

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AI predicted the next pope. Did it get it right?

A.I. algorithm incorrectly predicted Italian Cardinal Parolin as next pope; new model analyzes voting trends and predicts U.S. Cardinal Prevost as a compromise candidate. Model may improve with inclusion of more political and geographical data, but current analysis offers insights into potential pap.. read more  

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Claude’s AI research mode now runs for up to 45 minutes before delivering reports

Anthropic's Claude just supercharged its Research feature, cranking out reports from hundreds of sources in a blazing 45 minutes.But stay sharp—AI has a knack for inventing phantom sources... read more  

Claude’s AI research mode now runs for up to 45 minutes before delivering reports
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Researchers Fine-Tune LLM for Reasoning with Only 1,000 Examples

Meet the"Wait" token trick—a clever nudge that sharpens a model's reasoning. It mirrors OpenAI's o1-preview magic using only 1,000 examples. And guess what? Not a speck of reinforcement learning in sight... read more  

Researchers Fine-Tune LLM for Reasoning with Only 1,000 Examples
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.

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

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Why Choose Craitrix :

Client-centric and customized solutions
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Advanced technologies including AI, blockchain, and cloud
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Proven success across multiple industries

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