News
AIOps That Actually Helps: Start with Telemetry, Correlation, and Safe Automation
10+ hour, 16+ min ago (486+ words) A practical guide to AIOps built on telemetry, signal correlation, and safe automation instead of hype. Tagged with aiops, observability, sre, automation....
Observability primer
3+ week, 3+ day ago (816+ words) Observability lets you understand a system from the outside by letting you ask questions about that system without knowing its inner workings. Furthermore, it allows you to easily troubleshoot and handle novel problems, that is, "unknown unknowns. It also helps…...
Logs vs. Metrics: Which is More Effective for Troubleshooting?
13+ hour, 46+ min ago (624+ words) Both tools are indispensable for the "observability" of our systems. However, they serve different functions and shine in different scenarios. In this post, we will take a deep dive into what logs and metrics are, how they differ, their strengths…...
Distributed Tracing in Nest JS: End-to-End Request Visibility with Open Telemetry
12+ hour, 50+ min ago (734+ words) In a monolithic application, debugging a slow or failing request is straightforward, you have one codebase, one log stream, and one execution context to reason about. In a microservices architecture, a single user request can touch a dozen services, three…...
Real-Time Monitoring for AI Agents: Beyond Log Streaming
18+ hour, 58+ min ago (58+ words) Most agent monitoring is "log everything and grep later." That's not monitoring " that's archaeology. Every pipeline run generates a trace: When your agent pipeline runs 100+ times per day, "check the logs" doesn't scale. You need: We built Agent Forge because…...
Shipping FSx for ONTAP Logs to Datadog " The Serverless Way
20+ hour, 32+ min ago (1197+ words) Deploy a Cloud Formation stack, configure ONTAP audit logging, and see structured file access events in Datadog Log Explorer within minutes " no EC2, no NFS mounts, no agents. This post walks through the full implementation: Cloud Formation template, Lambda handler code,…...
Why Your FSx for ONTAP Audit Logs Deserve Better Than EC2
1+ day, 52+ min ago (1223+ words) This post introduces the architecture and the open-source pattern library. It does not yet cover: You're running Amazon FSx for Net App ONTAP. You've enabled file access auditing because compliance requires it " or because you genuinely want to know who's…...
Prompts | Prompt Rails Docs
1+ day, 16+ hour ago (147+ words) Prompts are the instructions that guide LLM behavior. Prompt Rails provides a full prompt management system with versioning, templating, model assignment, and caching -- all configurable through the UI or API. A prompt in Prompt Rails consists of: Prompts are workspace-scoped…...
Observability | Open Router Python SDK
1+ day, 14+ hour ago (128+ words) Observability - Python SDK The Python SDK and docs are currently in beta. Report issues on Git Hub. List the observability destinations configured for the authenticated entity's default workspace. Use the workspace_id query parameter to scope the result to a different workspace....
Observability | Open Router Type Script SDK | Open Router | Documentation
1+ day, 15+ hour ago (135+ words) Observability - Type Script SDK The Type Script SDK and docs are currently in beta. Report issues on Git Hub. List the observability destinations configured for the authenticated entity's default workspace. Use the workspace_id query parameter to scope the result to a…...