AWS has open-sourced Dogwood, a policy language for governing sequences of AI agent tool calls, under the Apache 2.0 license, with support in AgentCore Policy. Unlike Cedar, Dogwood's temporal conditi…
A developer's analysis predicts that by 2026, the developer toolchain will shift from GUI-heavy API tools like Postman to CLI-first ecosystems, and from hand-written code to prompt orchestration. The …
Kubernetes is emerging as the operating system for AI infrastructure, with CNCF research showing 82% of container users run it in production and 66% of organizations hosting generative AI models use i…
CNCF's Daniel Bryant argues that LLMOps should be integrated into existing platform engineering rather than treated as a separate stack, warning that shadow AI pipelines built outside governance pose …
SigNoz Cloud dashboards now feature a strict, well-defined schema built on the open CNCF Perses specification, making agentic operations faster, more reliable, and lighter on tokens. The company also …
The Cloud Native Computing Foundation (CNCF) published a six-stage threat model on August 7 mapping how AI coding agents can be compromised in CI/CD pipelines, from developer laptop to Kubernetes runt…
The Linux ecosystem is fragmenting over AI policy, with the GNU Compiler Collection (GCC) moving toward a total prohibition on AI-generated patches due to copyright and reliability concerns, while Lin…
Perforce Software's 2026 Platform Engineering Report, based on a survey of 820 technology professionals, found that 73% of organizations with mature platform engineering practices said platform maturi…
OpenTelemetry graduated as a CNCF project in May 2026, now sharing a tier with Kubernetes and Prometheus after 1.36 billion JavaScript API downloads and production deployments at Anthropic, Bloomberg,…
A developer warns that stale data poses a hidden risk for RAG pipelines, feature stores, and multi-agent systems, where outdated information can cause failures that remain invisible to standard observ…
Dynamic Resource Allocation (DRA) is now generally available in Kubernetes, replacing the integer-based device plugin API with a declarative API that enables fine-grained GPU scheduling for AI workloa…
NVIDIA has joined the CNCF Governing Board and committed $4 million over three years to fund GPU-based CI testing for CNCF projects, citing a 2025 CNCF survey showing 66% of organizations hosting gene…
A Cast AI report finds 69% of Kubernetes clusters are CPU-overprovisioned in 2026, up from 40% in 2024, with average CPU utilization at 8%, and the company advocates for admission-time policies like R…
Every AI system has two architectures — the one on the whiteboard and the one on the invoice, according to a post in the "FinOps for Production AI" series. The author highlights OpenCost as an underus…
Cloudflare launched Flagship, a feature flag service for Workers and AI agents that eliminates network round trips by evaluating flags in Workers KV at zero additional latency. On July 16, Cloudflare …
A developer at HumanBound argues that AI agents' biggest vulnerability is untested adversarial behavior, not missing firewalls or infrastructure controls. Citing incidents like OpenClaw deleting a Met…
A 15% anomaly spike on a $50,000/month Kubernetes cluster adds $7,500 per month, and undetected over a year that single misconfiguration costs $90,000, according to Cast AI data from 23,000+ productio…
Broadcom upgraded to Platinum membership in the Cloud Native Computing Foundation (CNCF), joining AWS, Apple, Google Cloud, Microsoft, Nvidia, and Oracle. The move reflects Broadcom's increased invest…
KEDA, a CNCF Graduated open-source project created by Microsoft and Red Hat, cuts Kubernetes costs by scaling workloads to zero replicas when no events are pending, a capability standard Horizontal Po…
Alibaba Group launched OpenSandbox, an open-source universal sandbox infrastructure for AI applications, providing isolated environments for running code, browsers, and developer tools. The platform s…