---
title: "Discussion on \"Part 3: Tracing and Chaos\" | Hashnode"
description: "Discussion on \"Part 3: Tracing and Chaos\". A System You Can Trust"
url: "https://hashnode.com/posts/part-3-tracing-and-chaos/696a75ad07f0404625893a7d"
---

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Discussion

# [Part 3: Tracing and Chaos](https://jvertrees.hashnode.dev/part-3-tracing-and-chaos?utm_source=hashnode&utm_medium=feed)

A System You Can Trust

Jan 16 · 4 min read · jvertrees.hashnode.dev  
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-   [#scalability](https://hashnode.com/tag/scalability)
-   [#asyncprogramming](https://hashnode.com/tag/asyncprogramming)
-   [#system-design](https://hashnode.com/tag/system-design)
-   [#devops](https://hashnode.com/tag/devops)
-   [#backend-engineering](https://hashnode.com/tag/backend-engineering)

## Written by

[Jason Vertrees](https://hashnode.com/@jvertrees)

@jvertrees · Austin, TX

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

Founder and CTO

I'm a CTO and founder with nearly two decades of experience driving growth and transformation through technology. At Stronghold Investment Management, I led the development of a systematic real asset trading platform and modernized everything from Salesforce strategy to custom cloud-native infrastructure. My background spans commercial real estate, e-commerce, and private markets — always focused on delivering innovation, velocity, and meaningful business outcomes. I hold a PhD in Theoretical &amp; Computational Biophysics and was recognized as a Google Developer Expert in Cloud. I build high-trust, high-output teams. I’ve rebuilt broken cultures, hired top-tier engineers, and helped early-stage and PE-backed companies scale with confidence. System modernization is my specialty — not just upgrading software, but aligning teams and infrastructure with what the business actually needs. Currently, I lead client engagements through Heavy Chain Engineering and am building Newroots.ai, an AI-driven relocation advisory platform.

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