NVIDIA released AICR v1.0, an open-source AI Cluster Runtime that provides version-locked, validated recipes for GPU-accelerated Kubernetes cluster configuration, establishing a stable compatibility c…
Submilli launched a code-execution runtime that enforces semantic permissions on agent-generated TypeScript code, executing it in WebAssembly and checking each outbound call against a YAML-defined Blu…
A developer describes how an AI safety platform vendor moved beyond publishing Helm charts on GitHub to solve the broader enterprise software distribution problem, as customers demanded deployments in…
A developer published an honest, trap-inclusive guide to deploying ApowerB, an open-source AI agent platform, on Kubernetes using its official cosign-signed Helm chart (apowerb-chart, v0.4.23). The wr…
Otōto released version 2.9, adding a `search` command with path:line hits, globs, whole words and case folding for Claude Code and OpenCode, plus new `read` plugins for maven, spring-config, terraform…
Kubernetes configuration drift — the gap between declared state in Git or Helm and actual cluster state — inflates autoscaler baselines, with clusters running at 69% CPU overprovisioning on average ac…
A developer documented thirteen tagged releases of the Trelix project from v3.2.2 through v3.3.8, after discovering that the published v3.2.1 Docker image never contained the trelix-mcp entrypoint and…
VigilSOC released version 0.6.0 on GitHub, freezing its /api/v1 HTTP contract and 17 core MCP tools under automated CI drift tests, and fixing Kubernetes and Helm container permission failures that cr…
SigNoz released v0.143.0, which requires self-hosted users to run signoz-otel-collector v0.144.11 with two new processors added to the traces pipeline for AI observability, and moves login sessions to…
Kagent v1.0 and Agent Substrate combine to run AI agent sandboxes on Kubernetes, using gVisor for software-level isolation and microVMs for hardware-level isolation, according to the kagent.dev docume…
An engineer published a fail-closed inference checklist for teams shipping AI features, arguing that a green deploy does not prove production traffic has been cut over from drafting or lab model endpo…
A developer published a guide for self-hosting "vibecoded" AI-generated apps on personal infrastructure, using at least 3 servers running k3s, Tailscale, ArgoCD, Helm, and Cloudflare Zero Trust to kee…
Developer michidk released Roastbook, a self-hosted coffee journal app that uses AI to extract bean details from bag photos and research roasters, machines, and brew recommendations. The app runs on t…
A developer's agent-verification platform, AiOps Enabler, was found to be recording successes for agents that never ran due to a bug in its default onboarding path. The developer discovered that the g…
A developer built Infra Lang, an infrastructure-as-code DSL that compiles a single service definition into Kubernetes manifests, Docker Compose, Helm charts, Terraform HCL, and GitHub Actions workflow…
DocBrain, a self-hosted, read-only memory layer for humans and AI agents, captures undocumented knowledge from tickets, threads, incidents, and code changes with per-claim provenance, and its client s…
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…
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 …
AI Lab Tech released Triton Control v1.2.2, an open-source control plane for NVIDIA Triton on Kubernetes that unifies deployment, model repositories, inference testing, performance analysis, developme…
Foreman is an agentic coding system that runs as Kubernetes resources, treating model claims of success as untrusted requests rather than results. The system uses Workloads, agents, and verifiers to e…