A developer built an observability and automated incident-response pipeline for a FastAPI order-tracking application using OpenTelemetry, Prometheus, Loki, Tempo, Grafana, and Codex CLI. The system ro…
TypeSafe's structured decision model Jev, benchmarked as a quality judge on the 1,000-rubric Feedback-Collection dataset, was tested against two low-cost general-purpose LLMs on a 750-example held-out…
A developer published a tutorial showing how to instrument an LLM-based automated listing moderation agent with the ReskPoints AI agent logger so that every tool call, confidence score, parameter, and…
A developer's Kubernetes operator, pd-ratio-coordinator, failed to compile on its committed KRAG-1 branch, with two real bugs — a DeepCopy type mismatch in register.go and four unqualified Bottleneck …
A developer built a provider-agnostic RAG pipeline using hexagonal architecture, decoupling the application from specific LLMs, vector databases, and document-processing frameworks through lazy import…
A developer published a deployment guide for LiteLLM, an open-source AI gateway that exposes a unified, OpenAI-compatible API across more than 100 large language model providers. The walkthrough cover…
Kestra launched version 2.0 on September 8, 2026, adding agent governance features to its orchestration platform, with enterprise capabilities announced September 22, 2026. The release exposes any Kes…
Meta built and operates Prometheus, a one-gigawatt-scale AI training supercluster in New Albany, Ohio, spanning thousands of acres with dozens of buildings and hundreds of thousands of GPUs, and now p…
Grafana Labs' open-source Grafana MCP Server, a Go project with 3.5k GitHub stars last updated in September 2026, gives AI assistants access to a Grafana instance so they can search dashboards, run pa…
SigNoz published a vLLM monitoring dashboard that tracks token throughput, latency, and KV cache usage for self-hosted vLLM inference servers, requiring SigNoz v0.135.0 or newer and the V2 dashboard s…
SigNoz published a guide for monitoring self-hosted vLLM inference servers by sending Prometheus metrics and OpenTelemetry request traces to SigNoz. The guide has operators scrape vLLM's /metrics endp…
Engineer Sergey Shinder recounts how adding a single order-id label to a Prometheus counter caused active time series to explode from roughly 1.1 million to 14 million in under three days, crashing th…
A developer published a walkthrough for building a production-grade end-to-end MLOps pipeline around the Titanic survival prediction dataset, covering data versioning with DVC, validation, scikit-lear…
Amazon Web Services announced Amazon SageMaker HyperPod Inference Gateway, a Kubernetes-native, GPU-aware routing system that deploys as a single EKS managed addon on existing HyperPod infrastructure …
SigNoz published a guide for monitoring self-hosted SGLang inference servers by sending Prometheus metrics and OpenTelemetry request traces to its observability platform. The setup requires launching …
A developer argues that LLM-driven AI agents are flooding production infrastructure with unauthenticated, untracked API calls, overwhelming rate limits, stalling CI/CD pipelines, and generating securi…
A developer released Agent-Cache, an open-source multi-tier caching library for Valkey and Redis that stores LLM responses, tool outputs, and session state behind a single connection. Version 0.1.0 sh…
A developer released kubeintellect, an open-source Kubernetes AI agent that gates every mutating operation behind a human approval chokepoint rather than a system-prompt guardrail, runs compiled-predi…
A developer built InfraOS AI, an open-source DevOps platform that connects to Kubernetes clusters and layers natural-language AI on top of pods, deployments, events, and Prometheus metrics. The tool a…
StackGen principal engineer Sabith K Soopy detailed in a CNCF member post published 4 August that session traces and cost controls are needed to diagnose AI agent failures that standard application mo…