Vendor neutrality isn’t magic: A hard look at the OpenTelemetry ecosystem
The OpenTelemetry (OTel) ecosystem provides us not only with a standard data format and transport mechanism for generating, processing, and The post V…
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Debugging the undebuggable: building observability into probabilistic AI systems
Debugging used to be straightforward: A service failed, you checked the logs, followed the stack trace, and fixed the bug. The post Debugging the unde…
Taming the agentic influx: a blueprint for AI business observability
Kin Lane, API industry analyst and co-founder of Naftiko, believes that the bill for AI is coming soon. It’s arriving The post Taming the agenti…
Who’s monitoring the agents?
Over the past few months, something quietly shifted. Frameworks like CrewAI, AutoGen, and LangGraph are no longer just showing up The post Who’s…
How Jaeger hit 8.6× compression on 10 million spans with ClickHouse
As someone who’s been maintaining Jaeger, I’ve watched users request ClickHouse support consistently over the past few years. With Jaeger …
After becoming cloud computing’s telemetry standard, OpenTelemetry graduates into the AI infrastructure era
The Cloud Native Computing Foundation (CNCF) on Thursday announced the graduation of OpenTelemetry, the open source observability framework that has T…
Steve Yegge’s AI agent orchestration project Gas Town comes to the cloud — and brings the Wasteland with it
Steve Yegge, a longtime software engineer and blogger who spent the best part of two decades at Amazon and Google, The post Steve Yegge’s AI age…
Article: Kernel-Level Ground Truth: Why eBPF is Replacing User-Space Agents for Security Observability
eBPF is emerging as a preferred method for security observability over traditional user-space agents. By attaching probes directly to the Linux kernel…
Cloudflare Introduces Workflows V2 with Deterministic Execution and 50K Concurrent Workflows
Cloudflare introduces Workflows V2, a redesigned distributed workflow orchestration system with deterministic replayable execution, improved observabi…
Pinterest Engineers Eliminate CPU Zombies to Resolve Production Bottlenecks
Pinterest identified and resolved CPU starvation issues that affected machine learning training jobs on its Kubernetes-based platform, PinCompute. The…
Grafana's Pyroscope 2.0 Makes Continuous Profiling Practical at Scale
Grafana Labs has launched Pyroscope 2.0, a rearchitected open-source continuous profiling database. This version improves storage costs, query perform…
Netflix Serves 84% of Query Results from Cache with Interval-Aware Caching in Apache Druid
Netflix improves Apache Druid performance with interval aware caching, serving 84% of analytics results from cache and reducing query load by 33%. The…
Article: Local-First AI Inference: A Cloud Architecture Pattern for Cost-Effective Document Processing
The Local-First AI Inference pattern routes 70–80% of documents to deterministic local extraction at zero API cost, reserving Azure OpenAI calls for e…
How GitHub Is Securing Agentic Workflows in Modern CI CD Systems
GitHub detailed a defense-in-depth security architecture for agentic workflows in CI/CD pipelines, focusing on isolation, constrained execution, and a…
Elastic architects reveal how to query observability data in plain English
Keeping observability data locked behind the SRE job function is a mistake. Today’s leading companies are making operational data available The …
Why PHP performance keeps getting bumped from the roadmap
Performance issues are familiar territory for PHP teams. Slow endpoints, uneven response times, and rising infrastructure costs show up in The post Wh…
Article: Three Pillars of Platform Engineering: A Virtuous Cycle
Platform engineering succeeds when reliability and ergonomics reinforce each other rather than compete. This article explores three foundational pilla…
Arize AI and Google Cloud lay down standardized telemetry mandate to keep enterprise agents in check
The essentially composable nature of modern enterprise software stacks enables architectural freedom. Software developers are able to take advantage o…
Cloudflare Processes 10M+ Daily Insights with New Security Overview Dashboard
Cloudflare has launched a Security Overview dashboard that consolidates security signals into prioritized action items. It surfaces millions of daily …
Article: Securing Autonomous AI Agents on Kubernetes: Trust Boundaries, Secrets, and Observability for a New Category of Cloud Workload
Autonomous AI agents break Kubernetes security assumptions with dynamic dependencies, multi-domain credentials, and unpredictable resource use. This a…
Sentry’s Seer Agent lets developers debug production issues in natural language
Sentry, the application monitoring and error tracking service, on Tuesday launched Seer Agent, a natural-language debugging tool that lets developers …