arc42-20years-en-ffm.pdf

Transcript

1. Where from here? A look into the Future of Software Architecture Ralf D. Müller | linkedin.com/in/rdmueller 1
2. GenAI and arc42 Ralf D. Müller | linkedin.com/in/rdmueller 2
3. Ralf D. Müller | linkedin.com/in/rdmueller 3 GenAI aka LLMs Large Language Models
4. Create an Architecture with an LLM Ralf D. Müller | linkedin.com/in/rdmueller 4 LLM Chat Response AsciiDoc System- Prompt
5. Architecture Communication Canvas Ralf D. Müller | linkedin.com/in/rdmueller 5 When asked to create an architecture communication canvas, you use the following rules: Help me fill out the Architecture Communication Canvas by Gernot Starke for my project. Ask the right questions to gather information about my architecture. Enter the information found in the appropriate place on the Canvas. Use PlantUML for diagrams. Ask me the questions one by one, consecutively. Introduction
6. Architecture Communication Canvas Ralf D. Müller | linkedin.com/in/rdmueller 6 # Value Proposition Answer at least on of the following questions: * What are the systems’ major objectives? * What value does the system deliver to the customer? … # Key Stakeholder Identify the most important stakeholders of the system: * For whom are we creating value? * Who is paying for development? … Introduction Agentic Workflow
7. Architecture Communication Canvas Ralf D. Müller | linkedin.com/in/rdmueller 7 The result should be an asciidoc document following the given template: <canvas-template> … == Architecture Communication Canvas Designed for: [System Name] + Designed by: [Author Name] … </canvas-template> Introduction Agentic Workflow Template/Examples
8. Create an Architecture with an LLM Ralf D. Müller | linkedin.com/in/rdmueller 8 LLM Chat Response AsciiDoc System- Prompt
9. Create an Architecture with an LLM Ralf D. Müller | linkedin.com/in/rdmueller 10 LLM Chat Response AsciiDoc System- Prompt
10. Ralf D. Müller | linkedin.com/in/rdmueller 11
11. Ralf D. Müller | linkedin.com/in/rdmueller 12 GenAI aka MLLMs Multi-Modal Large Language Models
12. Diagrams Ralf D. Müller | linkedin.com/in/rdmueller 13 LLM PlantUML
13. Diagrams Ralf D. Müller | linkedin.com/in/rdmueller 14 LLM PlantUML PNG/SVG
14. Diagrams Ralf D. Müller | linkedin.com/in/rdmueller 15 LLM PlantUML PNG/SVG
15. Claude, what do you think of arc42? Ralf D. Müller | linkedin.com/in/rdmueller 16
16. Introduction and Goals (9/10):  Constraints (7/10):  Context and Scope (8/10):  Solution Strategy (8/10):  Building Block View (9/10):  Runtime View (6/10):  Deployment View (5/10):  Crosscutting Concepts (7/10):  Architectural Decisions (9/10):  Quality Requirements (10/10):  Risiks and technical Dept (7/10):  Glossary (4/10):  Ralf D. Müller | linkedin.com/in/rdmueller 17
17. Claude, what would you like to change? Ralf D. Müller | linkedin.com/in/rdmueller 18
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22. API Claude`s Idea Ralf D. Müller | linkedin.com/in/rdmueller 23 Claude JSON AsciiDoc
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24. Aber kennt sich das LLM wirklich mit Architektur aus? Ralf D. Müller | linkedin.com/in/rdmueller 26
25. Domain Specific Benchmarks / Evals Ralf D. Müller | linkedin.com/in/rdmueller 27
26. Domain Specific Benchmarks Ralf D. Müller | linkedin.com/in/rdmueller 28 "questions": [ { "question": "Was ist der Hauptzweck des ersten Kapitels in arc42?", "answers": [ "Die detaillierte Beschreibung der technischen Implementierung", "Die Darstellung des Kontexts und der grundlegenden Anforderungen an das System", "Die Dokumentation der Entscheidungsprozesse im Entwicklungsteam", "Die Definition der eingesetzten Programmiersprachen und Frameworks" ], "correct": 2 },
27. Domain Specific Benchmarks Ralf D. Müller | linkedin.com/in/rdmueller 29
28. The Rider and the Elephant or How to control your LLM Ralf D. Müller | linkedin.com/in/rdmueller 31
29. The Elephant – a mighty Work-“Horse“ Ralf D. Müller | linkedin.com/in/rdmueller 32
30. The Rider – wants to get things done Ralf D. Müller | linkedin.com/in/rdmueller 33
31. Better together… Ralf D. Müller | linkedin.com/in/rdmueller 34
32. Classic Workflow with AI Ralf D. Müller | linkedin.com/in/rdmueller 35 Read Invoice Convert to Text Magic Extract structured Data => Orchestrated Integration
33. Agentic Workflow Ralf D. Müller | linkedin.com/in/rdmueller 36 Prompt: Here are my Instructions. Please follow them carefully Step 1: …. Step 2: …. Thanx for your Instructions. Let‘s see how much I am willing to follow them ;-) => Instruction Following
34. The right Instructions at the right Time Ralf D. Müller | linkedin.com/in/rdmueller 38 => Tool Augmented Workflow Control
35. Thank you for your attention! Ralf D. Müller | linkedin.com/in/rdmueller 39 https://github.com/docToolchain/LLM-Prompts/