---
title: "Diya Burman (@dburman) | Hashnode"
description: "Trying to validate if I'm really going to lose my job thanks to AI :). Read the latest articles by Diya Burman on Hashnode."
url: "https://hashnode.com/@dburman"
---

@dburman

# Diya Burman

@dburman · Waterloo, Canada · Joined June 2026

Trying to validate if I'm really going to lose my job thanks to AI :)

### [Series Finale: The Agents Got Better. The Trust Problem Didn’t.](https://level5engineer.hashnode.dev/series-finale-the-agents-got-better-the-trust-problem-didn-t?utm_source=hashnode&utm_medium=feed)

Building the AI Dark Factory — Series Finale

16 min read · [level5engineer.hashnode.dev](https://level5engineer.hashnode.dev/series-finale-the-agents-got-better-the-trust-problem-didn-t?utm_source=hashnode&utm_medium=feed)

[Oct 29](https://hashnode.com/posts/series-finale-the-agents-got-better-the-trust-problem-didn-t/6ae34a89b9838f646af807db)

### [The Productivity J-Curve](https://level5engineer.hashnode.dev/the-productivity-j-curve?utm_source=hashnode&utm_medium=feed)

Building the AI Dark Factory — Issue #20

14 min read · [level5engineer.hashnode.dev](https://level5engineer.hashnode.dev/the-productivity-j-curve?utm_source=hashnode&utm_medium=feed)

[Aug 24](https://hashnode.com/posts/the-productivity-j-curve/6a8c478119ffc5ed9e08b766)

### [The Full Stack: Specs + Skills + Stewardship in a Single System](https://level5engineer.hashnode.dev/the-full-stack-specs-skills-stewardship-in-a-single-system?utm_source=hashnode&utm_medium=feed)

Building the AI Dark Factory — Issue #19

13 min read · [level5engineer.hashnode.dev](https://level5engineer.hashnode.dev/the-full-stack-specs-skills-stewardship-in-a-single-system?utm_source=hashnode&utm_medium=feed)

[Aug 20](https://hashnode.com/posts/the-full-stack-specs-skills-stewardship-in-a-single-system/6a870166c295061962038c8c)

### [The Runbook as Infrastructure](https://level5engineer.hashnode.dev/the-runbook-as-infrastructure?utm_source=hashnode&utm_medium=feed)

Building the AI Dark Factory — Issue #18

12 min read · [level5engineer.hashnode.dev](https://level5engineer.hashnode.dev/the-runbook-as-infrastructure?utm_source=hashnode&utm_medium=feed)

[Aug 17](https://hashnode.com/posts/the-runbook-as-infrastructure/6a830cf619aefdb2f4d26a28)

### [Evals as Guardrails](https://level5engineer.hashnode.dev/evals-as-guardrails?utm_source=hashnode&utm_medium=feed)

Building the AI Dark Factory — Issue #17

13 min read · [level5engineer.hashnode.dev](https://level5engineer.hashnode.dev/evals-as-guardrails?utm_source=hashnode&utm_medium=feed)

[Aug 13](https://hashnode.com/posts/evals-as-guardrails/6a7dc6ece85f08c94cb311c6)