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…
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…
Researchers introduced Fathom, a per-query read-depth key scan for sparse decoding over offloaded KV caches, which at one million tokens on Qwen3-8B runs a decode step 1.67x faster in GPU time than th…
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 who runs an observability hub for AI-assisted coding conducted a read-only penetration test of the stack, revealing that nearly all serious security defects were in recently written contro…
Bluebox, a monitoring platform, warns that homegrown monitoring stacks for coding agents are a trap because they silo metrics, logs, and traces, leaving engineers to manually correlate data and losing…
Neon has launched `neon logs` in beta, a CLI command that lets developers query backend logs for Neon Functions and Object Storage on a branch, with filters for source, severity, and message text. The…
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 site reliability engineer at an unnamed company describes an operations architecture that uses an AI agent to read metrics, logs, and Kubernetes state and propose changes via pull requests, with no …
Agentmetry, an open-source flight recorder and security layer for AI agent tool-use, captures every tool call with MITRE ATT&CK enrichment and SHA-256 argument hashing, storing the trail locally in JS…
AirCloset CTO Ryan Tsuji outlines a six-layer PII protection design for the company's internal AI platform, cortex, that reconciles PII protection with AI searchability. The design uses column-level a…
A practical guide from a former Grafana employee lists alternatives for teams that have outgrown the LGTM stack or are tired of Grafana Cloud's rising costs, grouping options by use case such as unifi…
Ryan, CTO at airCloset, details how his team shaped observability for AI consumption by splitting monitoring into four axes—application, infrastructure, CI, and LLM—each with a tailored data shape, us…
Ryan Tsuji, CTO at airCloset, designed a shaped observability stack for AI consumption by splitting monitoring into four axes—application, infrastructure, CI, and LLM—each with its own data shape. The…
Poindexter shipped several improvements on June 24, 2026, including wrapping DeployCheckoutSync in a VBS helper to suppress flashing terminal windows on Windows. The team folded embedding hygiene jobs…
Grafana Labs competes directly with Datadog by charging across five usage meters—metrics, logs, traces, profiles, and k6 load tests—while marketing against Datadog's opaque overage bills. The company …
The article explains that approximately 80% of Flask applications still use basic `print()` statements or unstructured logging in production, which hinders effective debugging and monitoring despite t…
InfraPulse, an open-source tool that simplifies deploying a production observability stack—including Prometheus, Grafana, Loki, and Alertmanager—by embedding all configuration into a single Go binary,…