A developer from the Irin monitoring stack details a migration from node_exporter to Grafana Alloy, consolidating telemetry into a single agent. The process involves installing Alloy alongside node_ex…
Memory Sidecar v3.5.1 is now available as an operational hardening release for the hermes-memory-installer ecosystem, targeting production readiness for the agent-agnostic memory sidecar. The release …
Amazon founder Jeff Bezos told CNBC on May 20 that AI is like a bulldozer that will upgrade jobs rather than eliminate them, using software engineering and radiology as examples. Critics note Bezos ha…
The Open Source Technology Improvement Fund announced the completion of a security audit of Cortex, an open-source storage for Prometheus and OpenTelemetry. Conducted by Quarkslab and supported by the…
A developer built a Grafana AI anomaly detection pipeline after a memory leak went undetected for three days because static CPU thresholds failed. The pipeline converts ML model scores into reliable a…
Memgraph 3.11 introduces cross-database querying, virtual graph views, per-database monitoring, and intra-cluster TLS to simplify multi-tenancy for graph workloads. The release helps teams manage isol…
Kubernetes Horizontal Pod Autoscaler (HPA) automatically adjusts pod replica counts based on real-time demand, addressing the industry-wide issue of average CPU utilization of just 8% across productio…
The Cloud Native Computing Foundation (CNCF) has elevated OpenTelemetry to its highest maturity level, graduating the project as production-ready for enterprise use. The milestone recognizes OpenTelem…
A new open-source project called agent-git-service provides a self-hosted, GitHub-compatible API server designed for AI agents, offering durable agent accounts, scoped tokens, and direct permission gr…
TrueFoundry argues that organizations need an AI gateway to manage cost, security, reliability, and governance across multiple LLM providers. Without a gateway, AI sprawl leads to runaway spending, se…
A new roundup of 11 Kubernetes monitoring tools for 2026 highlights open-source options like SigNoz, Prometheus, and Grafana alongside managed solutions such as Datadog and New Relic. The guide compar…
Memory Sidecar v3.5.1 is an operational hardening release for the agent-agnostic memory system, introducing a two-tier memory allocation model with hard ceilings and soft watermarks to prevent cascadi…
A new open-source tool called llm-d acts as an LLM-aware load balancer for distributed inference, intelligently routing requests across vLLM instances based on KV cache locality and GPU utilization. B…
Selfhost.directory launched as a curated directory of self-hostable software projects, featuring live updates and rankings to help users avoid big tech services. The platform includes categories like …
The Memory Sidecar v3.5.1 release focuses on operational hardening for agent-agnostic memory persistence, introducing tighter resource governance via cgroup v2 limits, process-level isolation through …
A developer at Yogreet Global proposes dynamic model-routing thresholds to optimize costs and performance when escalating requests to frontier AI models. By analyzing request characteristics like toke…
Buildkite engineers implemented async LLM inference through the Bifrost AI gateway to prevent build workers from blocking on slow model calls. By switching to a submit-and-poll pattern, workers no lon…
A developer built an end-to-end AI-SRE system using HolmesGPT, mirrord, and a Claude wrapper to autonomously verify fixes on a real GKE cluster. The system investigated a checkout error, generated a c…
An ML engineer built a system that automatically rolls back machine learning models before they harm production data by routing a small percentage of live traffic to a canary model, continuously measu…
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…