WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2026 Europe - Virtual Stage • Jul 2, 2026 • Session details

Using AI Without Losing Your Skills

Jen Callou

Passive AI reliance silently weakens your cognitive muscles. Are you ready to stop outsourcing your reasoning and start using LLMs to build deep technical intuition?

Pause
Mute Enter Fullscreen
#1 about 3 min

The risk of AI weakening developer skills

Relying on generative AI for technical work can quietly degrade the problem-solving abilities developers need most.

#2 about 1 min

Distinguishing output generation from skill building

Understanding the difference between getting a correct AI answer and developing independent reasoning for future decisions.

#3 about 2 min

The autopilot trap in passive AI writing

Outsourcing the ideation and drafting phases to AI prevents professionals from practicing argument structure and context adaptation.

#4 about 2 min

How passive AI assistance reduces cognitive engagement

Brain connectivity research indicates that relying on large language models for writing weakens mental engagement and content ownership.

#5 about 3 min

Using AI as a reviewer to preserve writing skills

Prompting AI to provide feedback on human-written drafts ensures that professionals practice vocabulary, structure, and reasoning.

#6 about 3 min

The vending machine trap in software debugging

Pasting errors into AI skips the critical diagnostic steps needed to build robust debugging intuition.

#7 about 3 min

How direct AI coding solutions bypass mental models

Studies from Anthropic and Microsoft demonstrate that accepting AI code without prior diagnosis lowers mastery and critical thinking.

#8 about 2 min

Prompting AI to act as a diagnostic pair programmer

Configuring AI assistants to ask diagnostic questions and generate tests keeps developers actively engaged in the reasoning loop.

#9 about 3 min

The solver mode trap and the illusion of competence

Using AI to instantly solve problems before self-testing creates fragile familiarity rather than consolidating deep memory traces.

#10 about 2 min

Applying a time-boxed learning loop for AI assistance

A structured 25-minute cycle of defining problems, formulating hypotheses, and using AI for critique builds independent problem-solving muscles.

#11 about 2 min

Categorizing AI tasks by cognitive risk and learning value

Delegating low-risk boilerplate to AI while maintaining friction for core architecture ensures valuable domain skills are retained.

#12 about 2 min

Team practices for maintaining code explainability and ownership

Software engineering teams must enforce transparency, rigorous human-owned testing, and thorough reviews for all AI-assisted code.

#13 about 3 min

Actionable habits to maintain independent reasoning and expertise

Drafting independently, using AI for targeted feedback, and strictly time-boxing problem attempts will shorten the path to feedback without replacing expertise.

Matching moments

1:58 min

Balancing AI productivity gains with developer responsibility

Jakov Semenski · LIVE

11:41 min

Generative artificial intelligence and programming fundamentals

Chris Heilmann +2 · LIVE

1:55 min

Shifting developer workloads and realistic AI productivity gains

Chris Heilmann +2 · LIVE

7:59 min

Navigating the necessity of learning code in AI environments

Chris Heilmann +1 · LIVE

2:22 min

Reviewing and troubleshooting code generated by AI assistants

Cassidy Williams · Coffee With Developers

3:33 min

Navigating developer bottlenecks and human accountability

Werner Vogels Werner Vogels +1 · WWC Europe 2026

More from World Congress 2026 Europe - Virtual Stage

One Does Not Simply Make Architecture Decisions Alone thumbnail
36:15
28 days ago

One Does Not Simply Make Architecture Decisions Alone

Vladas Diržys

From Black Box to Glass Box : Bedrock AgentCore Observability thumbnail
21:15
about 1 month ago

From Black Box to Glass Box : Bedrock AgentCore Observability

Yasemin Aktürk

Leading in Rhythm: How Women Make Better Decisions with Biological Intelligence thumbnail
30:41
about 1 month ago

Leading in Rhythm: How Women Make Better Decisions with Biological Intelligence

Julia Grosse

Better Together: Leveraging Your Observability Tools as a SIEM thumbnail
39:06
about 1 month ago

Better Together: Leveraging Your Observability Tools as a SIEM

Mathias Palmersheim

ChatGPT Apps: From Chat to Checkout thumbnail
30:29
about 1 month ago

ChatGPT Apps: From Chat to Checkout

Aaron Koivunen

Interior Decorating (TypeScript Decorators) thumbnail
29:22
about 1 month ago

Interior Decorating (TypeScript Decorators)

Michael Dowden

Upcoming sessions on this topic

Open session

World Congress 2026 North America

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

Tomislav Tipurić

Chief Technology Officer, Nephos

Tomislav Tipurić
Open session

World Congress 2026 North America

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
Open session

World Congress 2026 North America

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

Simon Auer

Organizer of flutter vienna meetup and CEO of marqably

Simon Auer
Open session

World Congress 2026 North America

AI That Argues With Itself: Building Self-Debating Systems That Catch Their Own Bugs

Shreya Singhal

AI Applied Scientist at Claritev

Shreya Singhal
Open session

World Congress 2026 North America

Beyond the Code: Human-AI Synergies in Product Development

Ajita Kanchivakam Ananth

Staff Technical Program Manager at Google

Ajita Kanchivakam Ananth
Open session

World Congress 2026 North America

Reinventing Testing Practices in the AI Era

Eric Deandrea

Java Champion & Senior Principal Software Engineer, IBM

Eric Deandrea

Related videos

The Hidden Cost of AI Coding: Technical Debt You Can’t See thumbnail
34:48
WWC Europe 2026 • about 1 month ago

The Hidden Cost of AI Coding: Technical Debt You Can’t See

Maish Saidel-Keesing

Are We All Prompt Engineers? How AI Changed What It Means to Build Software thumbnail
26:46
Europe 2026 Virtual • about 1 month ago

Are We All Prompt Engineers? How AI Changed What It Means to Build Software

Ayotunde Obasa

It's Dangerous to Code Alone! Take This: Developer's AI Survival Guide thumbnail
33:00
WWC Europe 2026 • about 1 month ago

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

Salih Gueler

AI Code then vs now: From Complex rubbish to co-piloting in 12 months thumbnail
22:55
Europe 2026 Virtual • about 1 month ago

AI Code then vs now: From Complex rubbish to co-piloting in 12 months

Sergej Reznik

Engineering Mindset in the Age of AI - Gunnar Grosch, AWS thumbnail
45:09
Coffee With Developers • 10 months ago

Engineering Mindset in the Age of AI - Gunnar Grosch, AWS

Gunnar Grosch

WeAreDevelopers LIVE - Is AI replacing developers?, Stopping bots, AI on device & more thumbnail
1:01:03
LIVE • over 1 year ago

WeAreDevelopers LIVE - Is AI replacing developers?, Stopping bots, AI on device & more

Chris Heilmann, Daniel Cranney, Sebastian Gingter

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.