Coffee With Developers • Apr 29, 2025

The Power of Prompting with AI Native Development - Simon Maple

Simon Maple

Simon Maple warns that using AI to patch codebases accelerates system degradation. Stop treating source code as your single truth. Embrace spec-centric development where code becomes completely disposable.

Pause

Mute

Enter Fullscreen

#1 about 8 min

Using prototype coding to drive software specifications

Interactive prompting in prototyping tools highlights the need to value specifications over raw generated code.

#2 about 4 min

Identifying tasks where prompting and context limits fail

Large context windows decay tracking attention while sub-token character tasks inherently break modern language models.

#3 about 6 min

Mastering task framing and constraints for better outputs

Using sandwiching, structural tags, and upfront constraints aligns language model outputs with intended prompt instructions.

#4 about 4 min

Managing model differences through separated thought chains

Forcing language models to articulate context before performing requests leads to specific and cleaner functional outputs.

#5 about 7 min

Decoupling application requirements from software implementation

Code-centric development forces business logic and maintenance decisions into rigid repositories that cause requirements drift.

#6 about 11 min

Transitioning to specification-centric artificial intelligence development

Treating software specifications as the persistent source of truth enables adaptable and autonomous code generation.

#7 about 6 min

Navigating the evolving landscape of specification tooling

Addressing open challenges in version control and debugging establishes foundational standards for native development paradigms.

Matching moments

1:54 min

Shifting towards specification-driven AI development frameworks

Marcin Wawryszczuk

Marcin Wawryszczuk · World Congress 2026 Europe

3:00 min

Understanding the shift from coding to prompting

Simon Auer

Simon Auer · World Congress 2026 Europe

1:18 min

Addressing prompting challenges with spec-driven development projects

Julia Kordick

Julia Kordick · Coffee With Developers

1:55 min

Shifting developer workloads and realistic AI productivity gains

Chris Heilmann +2 · LIVE

1:31 min

The shift from human prompt engineering to AI-generated prompts

Vitaly Friedman

Vitaly Friedman · World Congress 2026 Europe

1:12 min

Improving and maintaining AI prompts for code generation

Dennis Doomen

Dennis Doomen · World Congress 2026 Europe

More from Coffee With Developers

Using Agents to Curate the Content You See Online - Dan Gish thumbnail

Using Agents to Curate the Content You See Online - Dan Gish

Dan Gish

AI Vector Search at Scale - Ewa Szyszka - Ewa Szyszka thumbnail

AI Vector Search at Scale - Ewa Szyszka - Ewa Szyszka

Ewa Szyszka

What is Cross-Origin Storage - Thomas Steiner thumbnail

What is Cross-Origin Storage - Thomas Steiner

Thomas Steiner

Women in AI - Nalini Garg thumbnail

Women in AI - Nalini Garg

Nalini Garg

Agents and People Dynamics in Shared Chats - Sam Liu thumbnail

Agents and People Dynamics in Shared Chats - Sam Liu

Sam Liu

Why Token Reduction Isn’t Cost Reduction - Dave Anderson & Sarel Weinberger, PhD. thumbnail

Why Token Reduction Isn’t Cost Reduction - Dave Anderson & Sarel Weinberger, PhD.

Dave Anderson, Sarel Weinberger, Phd

Upcoming sessions on this topic

World Congress 2026 North America

September 24, 2026 · 16:10–16:40

Stage 3

Sandboxing the Swarm: Building Secure, Serverless AI Agents with Wasm

Thorsten Hans

Sr. Developer Advocate @ Akamai Technologies

Thorsten Hans

World Congress 2026 North America

September 23, 2026 · 13:40–14:10

Stage 2

Building an AI-Native Development Workflow

Vanessa Minik

Senior Service Delivery Engineer, GitHub

Vanessa Minik

World Congress 2026 North America

September 24, 2026 · 16:10–16:40

Outdoor Stage

When Humans Stop Writing Code: Rethinking Languages, Compilers, and Responsibility

Simon Auer

Organizer of flutter vienna meetup and CEO of marqably

Simon Auer

World Congress 2026 North America

September 24, 2026 · 14:25–14:35

Outdoor Stage

SecurePrompt: Building a Pre-Flight Security Layer for Agentic AI

Ravi Sastry Kadali

AI/ML Engineer at General Motors

Ravi Sastry Kadali

World Congress 2026 North America

September 25, 2026 · 14:10–14:40

Stage 1

The Broken Rung: How AI is Rebuilding Software Development from the Ground Up

Tomislav Tipurić

Chief Technology Officer, Nephos

Tomislav Tipurić

World Congress 2026 North America

September 24, 2026 · 15:30–16:00

Stage 7

Beyond Vibe Coding: Using CLI Tools as Your AI Counterpart in Pair Programming

Ron Veen

Java enthusiast and Special agent for Team Rockstars IT

Ron Veen

Related videos

Building and Modernising Apps with Agentic AI - Julia Kordick thumbnail

Coffee With Developers • 6 months ago

Building and Modernising Apps with Agentic AI - Julia Kordick

Julia Kordick

From Vague Ideas to Precise Specifications – AI as Process Catalyst thumbnail

World Congress 2026 Europe • 2 months ago

From Vague Ideas to Precise Specifications – AI as Process Catalyst

Patrick Schnell

It's Dangerous to Code Alone! Take This: Developer's AI Survival Guide thumbnail

World Congress 2026 Europe • 2 months ago

It's Dangerous to Code Alone! Take This: Developer's AI Survival Guide

Salih Gueler

Bringing the power of AI to your application. thumbnail

World Congress 2024 • about 2 years ago

Bringing the power of AI to your application.

Krzysztof Cieślak

Vibe coding sucks! Long life to vibe coding: Hardening Applications for Production with GenAI thumbnail

World Congress 2025 • about 1 year ago

Vibe coding sucks! Long life to vibe coding: Hardening Applications for Production with GenAI

Raúl Berganza Gómez

The Limits of Prompting: ArchitectingTrustworthy Coding Agents thumbnail

World Congress 2025 • about 1 year ago

The Limits of Prompting: ArchitectingTrustworthy Coding Agents

Nimrod Kor

Related articles

BB

Benedikt Bischof

MLOps And AI Driven Development

Welcome to this issue of the WeAreDevelopers Dev Talk Recap series. This article recaps an interesting talk by Natalie Pistunovic who spoke about the development of AI and MLOps. What you will lear...

over 4 years ago

MLOps And AI Driven Development

CH

Chris Heilmann

Transforming Software Development: The Role of AI and Developer Tools

In today's fast-paced tech landscape, AI has begun to play an increasingly significant role, reshaping the way developers create software. As we delve into this transformation, we uncover both oppo...

over 1 year ago

Transforming Software Development: The Role of AI and Developer Tools

CH

Chris Heilmann

Exploring AI: Opportunities and Risks for Developers

In today's rapidly evolving tech landscape, the integration of Artificial Intelligence (AI) in development presents both exciting opportunities and notable risks. This dynamic was the focus of a re...

over 1 year ago

Exploring AI: Opportunities and Risks for Developers

DC

Daniel Cranney

One billion (bad?) developers: How AI is changing the way we learn to code

AI has transformed so many aspects of programming, with IDE-integrated code assistants now capable of building complex projects from simple prompts.While AI makes it easier for newcomers to dive in...

almost 2 years ago

One billion (bad?) developers: How AI is changing the way we learn to code

From learning to earning

Jobs that call for the skills explored in this talk.

Senior AI Developer

Expert Remote Docker Github Fastapi

about 2 months ago • Verified

AI Software Engineer (Germany)

Berlin, Germany

Expert €70k–100k Remote REST TypeScript AI Frameworks

AI Adoption Lead

Brussel, Belgium

Expert Office365 Generative AI Microsoft Windows

27 days ago • Verified

Senior AI/ML Engineer

Lisbon, Portugal

Expert Remote AI Frameworks AI-assisted coding tools

AI Full Stack Engineer

Berlin, Germany

€80k–130k Node.Js Databases TypeScript

Principal Software Engineer, AI Inference Runtime

Seattle, WA, United States

Expert $262k Compilers Low Latency Concurrency