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Lars Roettig

Munich, Germany

I'm a Senior Technical Architect at Adobe building intelligent systems that power creative workflows at scale. I specialize in AI Agents , LLM Integration , and Architecture — turning complex AI capabilities into reliable production systems.

When I'm not shipping code at Adobe, I write about software architecture, AI engineering patterns, and building things that last.

Lars Roettig Points
Academic 40
Author 6
Influencer 0
Speaker 0
Entrepreneur 80
Total 126

Points based upon Thinkers360 patent-pending algorithm.

Thought Leader Profile

Portfolio Mix

Company Information

Areas of Expertise

Agentic AI 30.13
AI 30.19
AI Ethics 30.62
AI Infrastructure
Analytics 30.44
Architecture 38.89
Big Data 30.15
Cloud 30.30
Digital Transformation 30.77
eCommerce 46.33
Education 31.60
Emerging Technology 30.34
Engineering 30.02
Generative AI 30.33
Innovation 30.32
Marketing 30.13
Open Source 31.14
Predictive Analytics 30.13

Industry Experience

Publications & Experience

4 Academic Certifications
English certificate C1
International English Test
April 14, 2026

Credential ID 758BBC1D02-758BBC1D65-758BBBD1A5

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Tags: Education

Data Scientist Associate
Data Camp
January 01, 2026

Issued Jan, 2026 – Expires Jan, 2028

Credential ID DSA0017413301409

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Tags: Analytics, Big Data, Predictive Analytics

Lars Roettig has participated in React Summit Remote Edition 2021
GitNation Foundation
April 01, 2021

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Tags: Emerging Technology, Open Source

Digital-Workshop
Google
May 01, 2016

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Tags: Digital Transformation, Education, Marketing

6 Article/Blogs
A Good SKILL.md Is the Cheapest Reliability Upgrade You'll Make
Lars Roettig
June 23, 2026
SkillSpector tells you whether a Claude Code skill is safe. Nothing told you whether it was any good, or how much its prose was costing you. So I built the quality layer and benchmarked it: across Haiku, Sonnet, and Opus, a strict schema and one worked example moved structured-output correctness from 0% to 100%.

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Tags: AI

Claude Code Best Practices for Vibe Coders: Ship More, Burn Fewer Tokens
Lars Roettig
May 29, 2026
Vibe coding with Claude Code is fast until the token bill isn't. After a year of daily use I found the habits that fix both sides: the explore-plan-code workflow, CLAUDE.md rules trimmed 60 percent without losing coverage, hooks that enforce guardrails at zero token cost, and the context tricks that keep long sessions from derailing. Here is what stuck.

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Tags: Agentic AI, AI

AWS Summit Hamburg 2026: The Year Agentic AI Went from Hype to Production
Import from wordpress feed
May 22, 2026
From automotive supply chain AI to a self-healing enterprise HR platform: real companies, real results, and the honest questions still left open.

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Tags: Agentic AI, AI, AI Ethics

Modern React Performance Without the Overhead
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May 18, 2026
INP replaced FID in 2024. The React Compiler handles memoization. RSC payload size is the bottleneck most teams miss. Here's how to find and fix all three.

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Tags: Engineering, Open Source

Building ThoughtForge with Claude Code: What Actually Works
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May 16, 2026
ThoughtForge was built almost entirely with Claude Code. Making AI reliable enough to ship a real product taught me more than the Rust and Tauri learning did.

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Tags: Agentic AI, AI, AI Ethics

turbovec: Local RAG Without the 60 GB Tax
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May 16, 2026
float32 embeddings eat RAM fast. turbovec cuts a 10M-doc corpus from ~60 GB to ~7.5 GB at 4-bit, with no training pass and unbiased similarity scores.

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Tags: Agentic AI, AI, AI Ethics

4 Executives
Senior Technical Architect
Adobe
February 01, 2025

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Tags: AI, Architecture, Generative AI

Adobe Commerce Technical Architect
Adobe
August 01, 2022

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Tags: Architecture, Cloud, eCommerce

Senior Software Engineer - E-Commerce
TechDivision GmbH
September 01, 2019
- Lead different projects as a technical contact person for the client
- Training/Consulting USA, DACH customers about GraphQL, Magento, PWA development
- Development of numerous shops and single page applications in an agile team

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Tags: Digital Transformation, eCommerce, Innovation

Software Engineer - E-Commerce
TechDivision GmbH
September 01, 2013

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Tags: Architecture, Digital Transformation, eCommerce

4 Industry Certifications
Adobe Certified Expert - Adobe Commerce Front End Developer
Adobe
November 07, 2024

Issued Nov, 2024 – Expires Nov, 2026

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Tags: Architecture, Digital Transformation, eCommerce

ASM-E720 Adobe Commerce Front End Developer Expert
Adobe
November 07, 2024

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Tags: Architecture, Digital Transformation, eCommerce

Adobe Certified Expert-Magento Commerce Developer
Credly
December 19, 2018
The Adobe Certified Expert-Adobe Commerce Developer exam, a primarily scenario-based exam, is designed to validate the skills and knowledge needed to customize Magento 2.

Issued Dec, 2018 – Expired Jun, 2023

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Tags: Architecture, Digital Transformation, eCommerce

Magento Certified Developer Plus
Adobe
February 01, 2015

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Tags: Architecture, eCommerce, Open Source

Thinkers360 Credentials

7 Badges

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