Observability & SRE

Metrics, logs, tracing, error budgets, and reliability engineering culture.

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mobilityengineeringtech.com > component > content > article > 55897-the-dawn-of-agentic-autonomy-in-factories

The Dawn of Agentic Autonomy in Factories

1+ week, 4+ day ago   (598+ words) Fluid Power & Motion Control Manufacturers use digital twins to simulate and de-risk assembly processes virtually. Spatial intelligence tools capture retiring workers' expertise to train the next generation of technicians. The global automotive industry has reached a new era. If 2025 was…...


centium.ai > platform > mcp

the MCP for AI visibility.

12+ hour, 1+ min ago   (481+ words) Connect Claude, ChatGPT or any MCP assistant to Centium, then ask about your brands in plain language. Works with any MCP app, including Turn the searches AI models run into a blog post. Using Centium, look at our query fan-out....


bullmq.io > articles > guides > monitoring-bullmq-queues

How to monitor and manage BullMQ queues: dashboards, metrics and alerts

1+ day, 3+ hour ago   (622+ words) There are four kinds of tools for keeping an eye on BullMQ queues: Most production setups combine a dashboard, where you inspect and act on jobs, with metrics and alerts, which tell you something is wrong when nobody is looking....


inventive.ai > faq > as-a-proposal-or-revenue-leader-understand-why-responsive-leads-strategic-response-management-srm-and-how-its-ai-agents-centralized-knowledge-and-trusted-content-help-teams-respond-faster-reduce-risk-and-improve-collaboration

Responsive Strategic Response Management (SRM): Features & AI

3+ hour, 57+ min ago   (179+ words) As a revenue leader, understand Responsive's SRM capabilities and discover why Inventive AI is the best AI-native alternative to respond 10X faster. The Summary for Revenue Leaders: Responsive supports its legacy leadership claim with massive scale—managing millions of maintained Q…...


infoq.com > presentations > formal-methods-principles

How to Find Resilience Bugs in Systems that Don't Exist

6+ hour, 12+ min ago   (763+ words) Hillel Wayne discusses how formal methods principles - such as property strength, state-space verification, and environment assumptions - help software engineers uncover critical architectural bugs early. He shares practical mental models like "adversarial non-determinism" to reason about concurrency, edge cases, and distributed…...


developer-tech.com-tech.com

LangChain adds AI Search to LangSmith for debugging AI agents

7+ hour, 57+ min ago   (922+ words) AI-Tools, Compilers & Debuggers, Developer, Features, Frameworks & Libraries, Testing & QA LangChain has introduced AI Search in LangSmith, allowing developers to search AI agent traces using natural-language descriptions of specific behaviours. The feature helps developers locate agent interactions that conventional keyword searches…...


medium.com > @theturtlecode > introduction-the-deployment-that-broke-a-service-nobody-touched-088cd5f7f839

Introduction: The Deployment That Broke a Service Nobody Touched

6+ hour, 6+ min ago   (199+ words) Imagine you’re working on an e-commerce platform that processes thousands of orders every second. The order service publishes events to Kafka, and several downstream systems consume them. The analytics service calculates revenue. The notification service sends order confirmations. A data…...


dev.to > haopengai > pure-vs-effectful-why-my-n8n-retry-policy-tags-nodes-not-failures-3e13

Pure vs Effectful: Why My n8n Retry Policy Tags Nodes, Not Failures

7+ hour, 31+ min ago   (293+ words) Last week I posted my retry budget rule: retry once with feedback, then route to a human. A reader replied with a sharper axis than the one I'd used. I was classifying failures — transient, repairable, deterministic. He said the real…...


dev.to > infoinlet1 > a-single-consolelog-was-costing-us-40000-a-year-i-found-it-by-accident-4cop

A single console.log was costing us $40,000 a year. I found it by accident.

7+ hour, 19+ min ago   (1064+ words) Our API was slow. Not down, not throwing — just mysteriously, expensively slow under load. The p99 crept up month over month. We scaled out servers to keep latency sane. The cloud bill climbed. Everyone had a theory and nobody had a…...


dev.to > daniel_pertu > our-maintenance-switch-is-a-boolean-in-the-repository-because-the-database-is-the-thing-that-is-1el

Our maintenance switch is a boolean in the repository, because the database is the thing that is down

7+ hour, 24+ min ago   (843+ words) PubTrivia is a live quiz product. A host launches a question, sixty phones in a pub answer it, and the leaderboard moves. All of that needs Postgres and an auth provider, which means there is a class of maintenance, a…...