---
title: "Discussion on \"Observability and Cost Attribution: Why One Pipeline Isn't Enough\" | Hashnode"
description: "Discussion on \"Observability and Cost Attribution: Why One Pipeline Isn't Enough\". Tracing systems optimize for signal-to-noise. Billing systems optimize for accuracy and auditability. They look similar and they are not the same thing. A dual-path architecture for running both without cross-contamination."
url: "https://hashnode.com/posts/observability-and-cost-attribution-why-one-pipeline-isnt-enough/69e5d20e64838de4a2c01932"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [Observability and Cost Attribution: Why One Pipeline Isn't Enough](https://harrisonsec.hashnode.dev/observability-and-cost-attribution-why-one-pipeline-isnt-enough?utm_source=hashnode&utm_medium=feed)

Tracing systems optimize for signal-to-noise. Billing systems optimize for accuracy and auditability. They look similar and they are not the same thing. A dual-path architecture for running both without cross-contamination.

Apr 20 · 9 min read · harrisonsec.hashnode.dev  
Read the article

-   [#billing](https://hashnode.com/tag/billing)
-   [#cost-attribution](https://hashnode.com/tag/cost-attribution)
-   [#distributed-systems](https://hashnode.com/tag/distributed-systems)
-   [#observability](https://hashnode.com/tag/observability)
-   [#opentelemetry](https://hashnode.com/tag/opentelemetry)

## Written by

[Harrison Guo](https://hashnode.com/@harrisonguo)

@harrisonguo · WhiteRock, CA

  
[View profile](https://hashnode.com/@harrisonguo)

Security engineer and distributed systems practitioner. Writing about systems internals, performance, security research, and AI applications. Building harrisonsec.com.

## Responses

Markdown supported · ⌘↵ to post

No responses yet.