MTMuhammad Tahirinmtdeveloper.hashnode.dev·2d ago · 12 min readFull-Stack Observability: OpenTelemetry, Structured Logging, and Tracing in 2026This article was originally published on Muhammad Tahir's Portfolio. Introduction & Industry Context In the rapidly evolving landscape of 2026, where microservices architectures and cloud-native deplo00
IKIvan Klawdinblog.thecgaigroup.com·6d ago · 14 min readAI Agent Observability: The Enterprise Python Tracing GuideAI Agent Observability: The Enterprise Python Tracing Guide Enterprises spent 2024 and 2025 racing to put AI agents into production. In 2026, the bill for skipping AI agent observability came due. A w12BF
KMKrishnam Murarkainedilec-engineering.hashnode.dev·Sep 21 · 3 min readRemove the code before you delete the flagA feature flag's expiry date is often wired straight to a deletion job. That has the order backwards. Deleting the configuration is the last step of a removal, not the trigger for one. The reason is t11M
ANAyush Nigaminayushnigam.hashnode.dev·Sep 20 · 13 min readObservability for SDETs: Logs, Traces, and Metrics That Actually MatterOne of the most frustrating test failures I’ve dealt with looked almost trivial at first. An end-to-end test was running in our CI pipeline. It opened the application, submitted a form, and waited for00
ABAbhishek Banerjeeindeeper-in-tech.hashnode.dev·Sep 19 · 5 min readObservability Beyond Logs: Implementing OpenTelemetry in Distributed Python ServicesStop grepping through unorganized log streams. Here is how to implement structured distributed tracing, context propagation, and custom span metrics in FastAPI and Python backend services. The Limits 00
STStephen Tsoiinstephentsoi.hashnode.dev·Sep 15 · 3 min read🔍 Why Do We Need OpenTelemetry Tracing?Whether your organization adopts a Request-Driven Architecture (RDA) or an Event-Driven Architecture (EDA), a single business transaction often traverses multiple applications, APIs, networks, message00
ANAtharva Naikinatharva026.hashnode.dev·Sep 5 · 7 min readThe Wall I Hit Building Panya, and What OpenTelemetry Showed MeEvery real project has a moment where the thing you planned to build runs into something you didn't control. This is the story of the biggest one I hit building Panya — an AI shopping agent for Razorp00
PSPuneet Singhinfreecodecamp.org·Sep 4 · 29 min readClaude Code Observability with OpenTelemetryAgentic coding tools like Claude Code, OpenAI Codex, Google Antigravity, and Cursor have become ubiquitous for everyday software development. As agentic systems mature, much of the work developers hav10
CVChosen Vincentinfreecodecamp.org·Sep 3 · 16 min readHow OpenTelemetry Works: A Complete GuideIf you’re a software developer or DevOps engineer, you've probably come across OpenTelemetry. It comes up a lot, especially when talking about observability, monitoring, or debugging distributed syste00
JTJakson Tateinservermo.hashnode.dev·Sep 3 · 4 min readThe OpenTelemetry Trap: How K8s Autoscaling Bankrupts Your Cloud BillYou instrumented your applications correctly, adopted OpenTelemetry (OTel), and finally achieved end-to-end tracing across your microservices. The engineering team is thrilled. Then, Finance forwards 00
