A developer's guide highlights the overlooked security risk of unsanitized LLM outputs, proposing a Zero Trust egress filter between models and downstream systems. The article details four attack patt…
Experian, a global data and technology company with 25,200 employees across 32 countries, is hiring a Staff AI Architect for a remote position in the United States to lead the technical vision and arc…
A Kubernetes engineer's guide compares LLM serving engines, arguing that vLLM is not the only option and that choosing an engine is a critical production decision. The post highlights vLLM's strengths…
Mcp-proxy, an open-source tool by crhuber, lets developers add MCP support to any REST API without code changes by loading a YAML config, dynamically registering MCP tools, and translating tool calls …
A developer's blog post discusses observability for AI infrastructure, emphasizing the need to monitor beyond traditional CPU and memory metrics. The post outlines four layers of AI observability—Kube…
Codenotary reports that roughly 55% of enterprise agent requests are semantically equivalent to previous requests, highlighting the need for an orchestration control plane for AI agents akin to Kubern…
Red Hat shipped an OpenShift diagnostic MCP server, mcp-sre-tools, as read-only by design, with nine diagnostic tools and no write tools, after finding that RBAC alone cannot safely enable agentic rem…
Kubemend, a GitOps-native Kubernetes remediation agent, can only open pull requests and never trusts its own fixes, requiring independent verification before a human merges. The agent diagnoses incide…
A developer explains how Kubernetes scheduling, autoscaling, and model-serving patterns must adapt to handle GPU-accelerated AI workloads. The post highlights challenges such as gang scheduling, topol…
Smarter, an open-source declarative AI authoring platform developed by Smarter.sh, enables enterprises to define agents, prompts, tools, and integrations using YAML manifests inspired by Kubernetes, a…
OpenAI's harness engineering approach, where engineers design environments and feedback loops instead of writing code, mirrors the cybernetic patterns of James Watt's centrifugal governor and Kubernet…
Kelsey Hightower's PlatformCon 2026 talk on solving problems once by encoding solutions into reusable artifacts is applied to security verification. The article argues that instead of using AI to spee…
Kprompt introduced an always-on Observe agent that continuously watches a Kubernetes namespace and triggers gated notifications on incidents, complementing its on-demand CLI investigate command. Both …
Kprompt's Observe agent for Kubernetes correlates raw kubelet Events into durable Incidents and gates notifications by severity and confidence, rather than spamming Slack per Event. The agent watches …
Kprompt v0.5 ships an optional Observe agent that continuously watches Kubernetes clusters for failures, correlates incidents, and gates notifications via Slack or webhook, with Autopilot remaining pr…
AetherGrid, a distributed AI compute orchestration system, has been released as an open-source project that manages AI workloads without Kubernetes, featuring time-bound leases for job execution owner…
Robbe Verhelst built UniFi Reactor, a Kubernetes operator that watches UniFi Network state and turns it into declarative cluster automations. The operator polls the UniFi Network API, normalizes the s…
Meni Tasa's Jitpass introduces a security layer that moves plaintext developer credentials from files like .env, shell history, and AWS configuration into an encrypted local vault, releasing each valu…
A developer spent one day training a machine learning model to predict machine failure but considerably longer turning it into production-ready software, reporting that the model achieved 74.20% accur…
A developer built QuizOps, a tool that uses GPT-4o to generate multiple-choice quizzes from article URLs, allowing writers to assess reader comprehension. The tool streams questions in real time via N…