#15 Agentic Engineering
March 13, 2026 · 01:01:57 · Krisztian Fischer & Toby Sears
Show Notes
In this episode, Toby and Krisztian share their hands-on experiment building a real group management app using Claude Code and agentic engineering. Toby spent roughly a month's worth of hours prompting Claude to build a cross-platform mobile and web app with Expo, a Node/Express API, Postgres on Scaleway, Hanko authentication and Terraform infrastructure — all without looking at the code. They discuss what worked surprisingly well, what fell apart, the token costs, how agentic engineering compares to managing juniors, and what they would do differently next time.
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Chapters
0:00 Introduction: the experiment
1:15 Why Expo for cross-platform mobile and web
2:54 The architect document approach
5:50 How the initial prompt and brainstorming worked
7:45 Not looking at the code
9:05 Context7: giving Claude access to latest API docs
10:35 First pass results
12:46 API and database quality: better than expected
14:40 UI issues: the weak spot
17:20 The bug list testing session
24:23 How sub-agents and parallel work played out
26:07 The Claude usage limit dark pattern
28:15 What it cost: 247 euros for roughly 100 hours of work
31:30 Code quality and lessons from the spec
38:48 The testing problem: agents writing tests for their own code
45:20 The 80/20 rule: great at the fun stuff, weak on the boring
50:30 SaaS disruption: custom software at commodity prices
57:25 How to build LLM memory and learning loops
1:00:25 Summary and what we would do differently
Technologies Mentioned
Claude Code - https://claude.ai/code
Expo - https://expo.dev
Scaleway - https://www.scaleway.com
Hanko - https://hanko.io
Terraform - https://www.terraform.io
Playwright - https://playwright.dev
Context7 - https://context7.com
Node.js - https://nodejs.org
PostgreSQL - https://www.postgresql.org