Posts from @mrkingshuk..
xAI’sColossustraining system, now the world's most powerful AI setup with100,000 Nvidia H100 GPUs, will double to200,000 GPUs, including faster H200s, to boost next-gen LLMs likeGrok-2, leveraging the H100’s Transformer Engine andHBM3e memory... read more
Ænix utilizesKubernetesto craft a custom cloud platform, avoiding the complexities of OpenStack by leveraging open-source technologies likeTalos LinuxandPXE booting. By adoptingGitOps practiceswith tools like ArgoCD and FluxCD, they ensure consistent and maintainable Kubernetes environments... read more
Generative AI applications resemble microservices with AI-specific operational needs, necessitating the creation of a dedicated'GenOps' teamto handle elements like non-deterministic AI agents,model compliance,prompt version management,model evaluation,security, and centralizedtool management... read more
Moonglow's new file-syncing feature lets ML researchers avoid the inefficiencies of pushing large files (e.g., images and videos up to500 MB) to git by usingrsyncfor smart diffing and transfers, enhancing productivity... read more
In high-stakes, data-heavy systems, databases are core to design yet often underestimated in complexity; beyond common issues like dirty reads and data loss, developers must grasp concepts likeoptimistic locking, multi-version concurrency control (MVCC), andapplication-level sharding, understandisol.. read more
This guide covers setting up logging, avoiding common mistakes, and applying advanced techniques to improve your debugging process, whether you’re working with small scripts or large applications.
Virtual patching has become a crucial strategy in cybersecurity, providing rapid protection against emerging threats before official patches are released. By leveraging policies, rules, and security tools, this approach effectively shields vulnerabilities, keeping systems secure until permanent solu..
Memory usage is one of the most important aspects of the database system. Having not enough memory directly affects every performance metric and negatively impacts the performance. This in turn affects our users and the business. In this blog post, we are going to understand how databases (and PostgreSQL specifically) manage memory and how to troubleshoot low free-memory scenarios.
Excited to announce the release of RELIANOID Enterprise Edition v6.2.35! This update brings significant improvements to system upgrades, migrations, and backup processes, along with key bug fixes to enhance stability and performance. Ready for a seamless transition to Relianoid v8! #Enterprise #Rele..
Downtime can impact businesses of any size, making swift incident response crucial. This blog explores the On-Call management framework, highlighting its key components and best practices. Learn how to optimize On-Call processes, reduce downtime, and enhance team efficiency.
