15+ hour ago  (962+ words) I was building an AI agent that reads log files, calls APIs, and runs tools based on user instructions. Standard stuff for anyone working with LLM-based automation today. I wrote Playwright tests for it. The tests were green. The agent…...

2+ hour, 1+ min ago  (921+ words) An engineer with over 12 years of experience working with high-load systems explains why a website outage is no longer just a bug " it's an event capable of derailing transactions, delaying payments, and even impacting people's health " and how to build…...

59+ min ago  (300+ words) go tool trace provides a browser UI for exploring Go execution traces. It works well for manual investigation, but it doesn't fit into scripts or CI pipelines " you can't grep the output, set thresholds, or fail a build based on…...

1+ hour, 27+ min ago  (632+ words) UPDATED 13: 33 EDT / MAY 28 2026 With artificial intelligence tools proliferating across the enterprise world, observability is a more critical sphere than ever before. Riverbed Technology LLC, which specializes in unified observability, has positioned itself as a centralized platform for managing autonomous operations....

3+ hour, 18+ min ago  (693+ words) These environments are configured once and can then be reproduced across entirely different machines. This ensures consistent workflows spanning from individual development hardware directly through to deployment pipelines; requiring less time spent managing complex dependencies. Jon Seager, VP of Engineering…...

2+ hour, 30+ min ago  (388+ words) We're continually warned about the prospect of AI-generated malware these days, but there is one important factor working in our favour: sometimes, it's kinda rubbish. Ox Security researchers have discovered an info-stealing malicious npm package called mouse5212-super-formatter, designed to target…...

15+ hour ago  (1427+ words) Before getting into the specific risks, it is worth stepping back to understand what makes agentic AI architecturally different from previous automation tools. Traditional automation scripts or bots were narrow. They did one thing. A script that pulled a report…...

3+ hour, 27+ min ago  (1670+ words) AI penetration testing should start with scope, evidence, and control. Payload generation comes later. The practical question is not "Can AI hack?" The better question is: can AI help you move from an authorized target to verified, reproducible findings without…...

2+ hour, 31+ min ago  (122+ words) Most RAG frameworks today assume: But many real-world systems need something simpler. So I built rag-orchestrator. The project was designed around one key idea: through an abstract storage layer. This means you can switch backends without rebuilding the whole pipeline....

2+ hour, 33+ min ago  (545+ words) If you are building modern, cloud-native applications, you already know that containers and microservices are the gold standard. They give your architecture portability, scalability, and rapid deployment capabilities. But when it comes to choosing the right cloud provider to orchestrate…...