Grab's cybersecurity and platform engineering teams built Palana, a Kubernetes-native secure execution platform, to safely run autonomous AI workloads by implementing deterministic guardrails and zero…
Hacktron researchers discovered critical vulnerabilities in Metabase Cloud that could have allowed attackers to compromise all cloud tenants. By exploiting flaws in H2 database connection handling and…
Google's GKE Labs introduced OpenRL, an open-source self-hosted API for post-training and fine-tuning large language models on Kubernetes clusters. The project decouples reinforcement learning infrast…
A developer argues that large language models do not possess understanding or mind-reading abilities, but instead predict the next most likely tokens based on patterns in user input. The post emphasiz…
NVIDIA has released a GenAI LLM Certification Lab that guides developers through building a production-ready fine-tuning and optimization pipeline. The lab covers data preparation, LoRA fine-tuning wi…
MakerChecker, a self-hosted governance software for AI agents, launched to enforce structural controls and human approvals in regulated industries. The tool blocks agents from exceeding grants or appr…
NVIDIA open-sourced Grove, a Kubernetes API for managing multi-component AI inference stacks, at KubeCon Europe 2026. Grove introduces custom resources for gang scheduling, topology-aware placement, a…
A major outage at Anthropic on June 23, 2026, disrupted Claude AI services, highlighting the risks of relying on a single LLM provider. The incident, caused by demand outpacing infrastructure capacity…
SkyPilot launched SkyPilot Endpoints, a production-ready LLM inference system that deploys and manages inference across multiple Kubernetes clusters from a single YAML specification. The system handle…
Enterprise agentic AI projects face a critical governance gap between agent frameworks and production execution, with Gartner predicting over 40% will be canceled by 2027 due to inadequate risk contro…
AI-enabled endpoints are reshaping web architecture by reviving service-oriented architecture (SOA) with flexible, intent-driven mediation, moving beyond rigid JSON APIs and XML-based SOA 1.0 to creat…
SigNoz released a guide for instrumenting Apache Tomcat with OpenTelemetry to send traces to its observability platform. The guide covers setup via setenv.sh on Linux/Windows, Docker, and Kubernetes, …
Sysdig's threat research reveals an LLM-harness-driven attacker exploiting a vulnerable marimo notebook to perform a container escape, chaining together known weaknesses such as a mounted Docker socke…
VSBD's AI Real Estate Data Intelligence platform won the PropTech Germany Award as the #1 Asset and Portfolio Management Tool in 2024, while generating $1M ARR. The platform was built with Kubernetes,…
VSBD deployed a microservices architecture for its AI Real Estate Data Intelligence platform, decomposing services by business domain rather than technical layer to independently scale high-volume dat…
Mitos, an open-source runtime for AI agents on Kubernetes, launches with N-way live copy-on-write fork of Firecracker microVMs, achieving warm-claim activation in tens of milliseconds. The tool provid…
An AI infrastructure engineer at a major industrial company seeks advice on transitioning from SRE-focused work to a proper software engineering role in AI infrastructure, asking for skills, resources…
GitOps is a method for operating infrastructure and applications using Git as the single source of truth, with automated agents reconciling actual system state to match the desired state defined in Gi…
A developer explains that Retrieval-Augmented Generation (RAG) fixes AI hallucinations by having the model fetch relevant documents before answering, rather than relying solely on memorized training d…
AI tools are making bad engineers faster without improving their judgment, according to a developer who argues that AI amplifies existing behaviors rather than changing them. The author observes that …