# Culture, Frameworks and the Age of AI — with Elliot Taylor (Patchstack)

> Elliot Taylor, Head of Engineering at Patchstack, on why traditional engineering is over, how AI flattened his company from the inside, and the real cost of time-to-exploit dropping from months to min

URL: https://chat.dailyai.studio/posts/culture-frameworks-and-the-age-of/
Date: 2026-04-21

I worked with Elliot Taylor at Pfizer years ago, building security tooling on Laravel Nova. Now he runs engineering at Patchstack — and the job looks nothing like it did five years ago.

This one’s not a pitch. No sponsor, no prediction deck. Just two people who’ve been in the trenches talking about what’s actually changing — in the role, in the tools, and in how teams ship.

**What we get into:**

Why “traditional engineering is over” and what the role is morphing into

- 
The 90/10/200% rule — how most dev skills are fading but the rest got massively amplified

- 
What happens when the whole company can @Claude in Slack

- 
How Patchstack flipped shift-left on its head — because time-to-exploit went from months to minutes

- 
The Codex vs Claude analogy that’ll stick with you

- 
Where Lovable, Supabase, and no-code fit next to Laravel and hand-carved code

- 
Why the People Ops team at Patchstack is now shipping their own apps

**Chapters**

- 
00:00 — Intro

- 
01:00 — Culture, frameworks, and the books that actually work

- 
03:00 — Rebuilding our old Pfizer security dashboard, the AI way

- 
06:30 — Builders, not engineers

- 
10:00 — AI as a thought partner

- 
12:30 — The role of engineer, irrevocably changed

- 
14:30 — “@Claude, is this possible?” — flattening the company

- 
18:00 — AI slop, bug bounties, and the time-to-exploit problem

- 
23:30 — How Patchstack mitigates at the application layer

- 
27:30 — DORA, boring deployments, and tech debt as a loan

- 
32:30 — Codex vs Claude: two very different personalities

- 
35:00 — No-code, Lovable, and what comes after the engineer

**Mentioned in this episode**

- 
Patchstack — 

https://patchstack.com/

- 
Laravel, Laravel Nova, Filament, Laravel Cloud

- 
Claude, Claude Code, Cursor, Codex

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Lovable, Supabase, n8n, Xano, Softr

- 
*Accelerate* by Nicole Forsgren, Jez Humble, Gene Kim

- 
*The DevOps Handbook* by Gene Kim et al.

- 
*Continuous Delivery* by Jez Humble and David Farley