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# “Cheaper” Code Makes Creativity More Valuable

**[Atomic Spin](https://daily.dev/sources/atomicobject)** · 3 min read · 0 upvotes · 0 comments

## Summary

As code gets cheaper to write, creativity in noticing problems and imagining solutions becomes more valuable. The author's team built a single visual timeline to understand telemetry uploads in their app. The timeline shows how data capture, uploads, and app activity relate over time, so questions like whether capture continued in the background can be asked and checked. Internal tools like this can tolerate less polish and narrower review than customer-facing software. For their telemetry view, accurate timing and state matter more than interface quality, which lowers the cost of trying an idea.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://spin.atomicobject.com/cheaper-code-creativity>

## Questions this post answers

### Why build an internal visual timeline for telemetry uploads instead of reading logs?

Reading thousands of log lines makes it hard to connect related events, since data capture, uploads, and app activity can run concurrently and change behavior between foreground and background states. A single visual timeline shows how these events relate over time, making it easy to answer questions like whether capture continued in the background or uploads finished after a session ended.

_Developers weighing whether to build internal observability tooling can find similar engineering write-ups on daily.dev._

### Does an internal developer tool need the same quality bar as customer-facing software?

No, a tool built for a few developers can justify less polish and a narrower review scope than software shipped to customers. It only needs to support the cases the team actually needs, and can accept a rough interface while leaving out features meant for a broader audience. For tools like telemetry views, accuracy of timing and state matters more than interface polish.

_Teams deciding how much effort internal tooling deserves can follow this debate on daily.dev._

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---

Tags: [#devtools](https://daily.dev/tags/devtools), [#ai-coding](https://daily.dev/tags/ai-coding), [#observability](https://daily.dev/tags/observability)

[View this post on daily.dev](https://daily.dev/posts/cheaper-code-makes-creativity-more-valuable-s66mcjbst)

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