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@laura_garcia shared a post, 2Β weeks, 5Β days ago
Software Developer, RELIANOID

🌟 π–πžβ€™π«πž 𝐇𝐒𝐫𝐒𝐧𝐠! 𝐉𝐨𝐒𝐧 𝐭𝐑𝐞 π‘π„π‹πˆπ€ππŽπˆπƒ π“πžπšπ¦ 🌟

Are you passionate about technology, networking, and innovation? At RELIANOID, we’re building cutting-edge solutions that power secure, scalable, and reliable infrastructures β€” and we’re looking for talented people to join us on this journey! - Whether you’re an experienced professional or just star..

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@devopslinks shared an update, 2Β weeks, 6Β days ago
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2025's Cloud Native Reality Check: Who's In, Who's Lagging

As of Q3 2025, 56% of backend developers qualify as cloud native, driven by strong adoption of API gateways and microservices, alongside growing use of hybrid (30%) and multi-cloud (23%) deployments across the developer ecosystem.

Cloud Native Report Q3 2025
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@laura_garcia shared a post, 2Β weeks, 6Β days ago
Software Developer, RELIANOID

πŸ” Preparing for the Post-Quantum Era

Quantum computing is no longer a distant threat β€” it’s a coming reality that could render today’s encryption obsolete. Post-Quantum Cryptography (PQC) is the next frontier in securing digital infrastructure, and organizations need crypto agility to adapt fast. At RELIANOID, we’re already building fo..

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@varbear shared a link, 3Β weeks ago
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Dead framework theory

LLM dev tools keep steering straight into React. System prompts hardwire it. Generated code defaults to it. The result? A feedback loop. Tools crank out React, models get trained on more React, and newcomers inherit the bias. What’s changing:React isn’t just a framework anymore. It’s sliding into in.. read more Β 

Dead framework theory
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@varbear shared a link, 3Β weeks ago
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From web developer to database developer in 10 years

EnterpriseDB is leveling upPostgres Distributed, the spiritual successor topglogical. Now withreplicated DDLandtunable consistencyacross clusters. It's mostly C and Rust under the hood - tight hooks into Postgres internals, with APIs that nod at abstraction but stay close to the core... read more Β 

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@varbear shared a link, 3Β weeks ago
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The state of the Rust dependency ecosystem

A deep dive into 200,650 Rust crates shows a brewing maintenance problem:45% are inactive, andover half of new crates never see a second update- a wild jump from just 1.4% in 2015. Zoom in on the top 1,000 crates, and it gets messier.249 dependencies have been abandoned, and158 are stuck on older ma.. read more Β 

INTELLECT-3 is a frontier-class 100B+ Mixture-of-Experts language model developed by Prime Intellect and trained end-to-end using their large-scale asynchronous RL framework, PRIME-RL. Built on the GLM-4.5-Air base model, INTELLECT-3 combines supervised fine-tuning with long-horizon reinforcement learning across hundreds of verifier-backed environments spanning math, code, science, logic, and agentic tasks.

The model was trained on a high-performance cluster of 512 NVIDIA H200 GPUs across 64 nodes, supported by Prime Intellect’s Sandboxes execution engine, deterministic compute orchestration, and Lustre-backed distributed storage. The result is a model that surpasses many larger systems in reasoning benchmarks while remaining fully open-source.

Prime Intellect released not only the model weights but also the full training recipe: PRIME-RL, Verifiers, the Environments Hub, datasets, and evaluation suites. INTELLECT-3 is positioned as a foundation for organizations seeking to post-train or customize their own frontier-grade models without relying on proprietary AI labs.