In July 1976, Metcalfe and Boggs published their foundational paper on Ethernet in Communications of the ACM. Their efficiency model -- E = (P/C)/(P/C + W*T) --...
Overview Delta Live Tables DLT has been a game-changer for building ETL pipelines on Databricks, providing a declarative framework that automates orchestration...
OpenAI announced Thursday that it has reached an agreement to acquire Astral, the startup behind some of Python community’s most popular open‑source developer t...
Introduction Since the launch of Pulumi IAM with custom roles and scoped access tokens, organizations have been using fine‑grained permissions to secure their...
Recent advancements and widespread adoption of Large Language Models (LLMs) in both industry and academia have catalyzed significant demand for LLM serving. How...
Lineaje this week unfurled a platform that automatically discovers the artificial intelligence components of an application, defines security and governance pol...
Civilization maintains an elaborate infrastructure devoted to the maintenance of synchronized time. Governments mandate daylight saving time. Standards bodies i...
By 2025, there are zettabytes of data generated every year. The size and complexity of modern large-scale computing infrastructures like High-Performance Comput...
Overview The Kubernetes Project announced in November 2025 that the open‑source Ingress NGINX controller is being retired, an announcement that immediately imp...
Checkmarx this week revamped its DevSecOps platform to include an orchestration framework for managing tasks assigned to artificial intelligence AI agents. Addi...
Modern DevOps uses a wide range of tools, including Git repositories, CI/CD pipelines, monitoring platforms, cloud services, and security systems. These tools o...
Platform Engineering Day launched at KubeCon in Paris in spring 2024 to create space for deeper discussion on platform engineering principles, practices, and re...
Introduction In distributed microservice architectures, failures are inevitable, but the impact can be minimized with the right design. Fault tolerance means t...
Posted on March 19, 2026 by Dahu Kuang, Lei Hou, and Shuting Zhao, Kyverno Project Maintainers CNCF projects highlighted in this post !Kubernetes logohttps://la...
Portable GPU frameworks such as Kokkos and RAJA reduce the burden of cross-architecture development but typically incur measurable overhead on fundamental paral...
Explore Open SWE, the open-source framework by LangChain that codifies the internal AI coding agent architectures used by Stripe, Ramp, and Coinbase. Released M...
Datacenter operators and electrical utilities rely on power traces at different spatiotemporal scales. Operators use fine-grained traces for provisioning, facil...
Pulumi’s OPA Open Policy Agent Support Is Now Stable The v1.1.0 release of pulumi‑policy‑opa makes OPA/Rego a first‑class policy language for Pulumi with full...
Introduction As Red Hat OpenShift clusters scale to support hundreds of microservices, the sheer volume of telemetry data can become overwhelming. Platform arc...
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This website and all associated content, software, discussion forums, products, and services are intended for professional use only. No consumer use of this web...
This website and all associated content, software, discussion forums, products, and services are intended for professional use only. No consumer use of this web...
This website and all associated content, software, discussion forums, products, and services are intended for professional use only. No consumer use of this web...
Arcjet today added an ability to detect and block risky prompts before they are shared with a large language model LLM embedded within an application. The Arcje...
A coalition of major tech companies has committed $12.5 million to strengthen the security of open‑source software, an effort aimed at coordinating responses to...
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The problem: dev environment drift A platform engineer at a 40‑person startup told us he spent every Monday morning triaging “my environment is broken” tickets...
Production Debugging – Best Practices During production debugging, the fastest route is often broad access such as cluster‑admin a ClusterRole that grants admi...
Whether the DevOps shops like it or not, they are feeling the pressure from AI. They’re expected to move more quickly, alongside their dev counterparts. The gru...
Overview Komodor today extended the reach of its orchestration framework for artificial intelligence AI agents by adding support for Model Context Protocol MCP...
Overview Instead of the traditional workflow: Terraform → SSH → install nginx we can let the instance configure itself at boot: Terraform → EC2 boots → user_da...
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Sedna is a coded multi-proposer consensus protocol in which a sender shards a transaction payload into rateless symbols and disseminates them across parallel pr...
Meeting stringent Time-To-First-Token (TTFT) requirements is crucial for LLM applications. To improve efficiency, modern LLM serving systems adopt disaggregated...
How many tokens can a GPU inference cluster deliver per watt? Across deployments of identical hardware, the answer varies by 40x -- not because of software inef...
In my previous posthttps://dev.to/ijay/what-is-infrastructure-as-code-10mp I explained what Infrastructure as Code is, why it matters, and why I started learnin...
Traditional GPU hash tables preserve every inserted key -- a dictionary assumption that wastes scarce High Bandwidth Memory (HBM) when embedding tables routinel...
Cancer typically arises not from a single genetic mutation (i.e., hit) but from multi-hit combinations that accumulate within cells. However, enumerating multi-...
Fully Homomorphic Encryption (FHE) enables secure computation over encrypted data, but its computational cost remains a major obstacle to practical deployment. ...
The Particle-In-Cell (PIC) method is a computational technique widely used in plasma physics to model plasmas at the kinetic level. In this work, we present our...
Modern LLM GPU fleets are provisioned for worst-case context lengths that the vast majority of requests never approach, wasting GPU capacity on idle KV-cache sl...
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Communication bottlenecks and the presence of stragglers pose significant challenges in distributed learning (DL). To deal with these challenges, recent advance...
Right-Size Your Infrastructure One of the most common reasons for high cloud bills is simply using more resources than necessary. During the early stages of de...
Lightsail can serve as a cost‑effective “front door” for your AWS workloads, letting you avoid the steep outbound data charges that come with a pure EC2 setup....
Sizing a GPU fleet for LLM inference is harder than it looks. The obvious questions -- how many GPUs, which type, where to split a two-pool fleet -- have no clo...
Overview Every container image you pull from registry.k8s.io got there through kpromo, the Kubernetes image promoter. It copies images from staging registries...
Introduction A long time ago, in a datacenter far, far away, “sysadmins” deployed infrastructure manually. Every server, database, and network cable was manage...
