Scheduling using GPT4
1.0.0
調查 GPT-4 是否有能力產生遵循各種限制的單日會議時間表。
我已獲取公開的 VoxxedDays 蘇黎世會議日程詳細信息，包括已接受的演講。
？發表了一篇採用不同（工作）方法的後續文章。
我們目前使用 OptaPlanner 來產生使用不同限制條件的時間表。有關此方法的更多詳細信息，請參閱 Devoxx 簡報。
高限制：
中等限制：
"from hour";"to hour";"session type";"room name"
"10:35";"11:20";Conference;Room 2
"10:35";"11:20";Conference;Room 8
"10:35";"11:20";Conference;Room 7
"10:35";"11:20";Conference;Room 3
"11:30";"12:15";Conference;Room 3
"11:30";"12:15";Conference;Room 8
"11:30";"12:15";Conference;Room 7
"11:30";"12:15";Conference;Room 2
"13:25";"14:10";Conference;Room 8
"13:25";"14:10";Conference;Room 7
"13:25";"14:10";Conference;Room 3
"13:25";"14:10";Conference;Room 2
"14:20";"15:05";Conference;Room 7
"14:20";"15:05";Conference;Room 8
"14:20";"15:05";Conference;Room 2
"14:20";"15:05";Conference;Room 3
"15:25";"16:10";Conference;Room 3
"15:25";"16:10";Conference;Room 2
"15:25";"16:10";Conference;Room 8
"15:25";"16:10";Conference;Room 7
"16:20";"17:05";Conference;Room 3
"16:20";"17:05";Conference;Room 2
"16:20";"17:05";Conference;Room 8
"16:20";"17:05";Conference;Room 7
"Talk ID";"Talk Title";"Audience Level";"Talk Sumamry";"Track Name";"Speaker Availability days";"Available from";"Available to";"Speaker names"
1411;Unit Test Your Java Architecture With ArchUnit;BEGINNER;ArchUnit is a library in the Java ecosystem that can be used to test architecture within unit tests to help structure code and prevent an unmaintainable code base. jMolecules can also be used to model architectural concepts within the code.;Development Practices;;;;Roland Weisleder
3872;Full-stack development is dead, long live full-stack development!;INTERMEDIATE;Java developers can develop web applications quickly by using frameworks such as Thymeleaf, Vaadin, and Hilla.;UI & UX;;;;Simon Martinelli
4367;Let's talk about software behaviour (BDD);BEGINNER;This session teaches you about Behaviour Driven Development and how it can be useful in software development.;Development Practices;;;;Katrin Rabow
4372;Wasmer Things: An Upside-Down Guide to WebAssembly;INTERMEDIATE;This talk is for all developers interested in learning more about WebAssembly from a low-level perspective. We will explore the WebAssembly specification, how it plugs into your own development ecosystem, and how it is similar to other compilation targets. We will also discuss why many projects are making Wasm their preferred runtime environment.;Mind the Geek;;;;Edoardo Vacchi
4505;Awesome Java applications with GraalVM and Java microservices frameworks;INTERMEDIATE;This session will explore microservices frameworks for Java applications and how to configure them for use with GraalVM Native Image for fast startup and low resource usage.;Server Side Java;;;;Alina Yurenko
4506;Resumability in the next generation frontend framework With O(1) loading time;BEGINNER;"Qwik is a JavaScript framework that uses a new render paradigm called resumability to serialize JavaScript apps into HTML without the need for the hydration technique used in meta-frameworks like Next.js. It enables us to build ""resumable apps"" with near-zero JavaScript and fine-grained lazy loading. It is not the world's first O(1) JavaScript framework. This article covers what Qwik is, how it compares to React and Angular, how to make";UI & UX;;;;Ruby Jane Cabagnot
4515;Developer Joy – How great teams get s%*t done;INTERMEDIATE;In this talk, Sven will discuss how great software teams measure and improve their developer productivity, coordinate work across teams, run microservice teams, and create a healthy and joyful engineering culture. He will share practical advice based on his experience with Atlassian and other tech companies on how to build and run a distributed architecture in the cloud, ensure observability, and keep a healthy balance between dev speed and code quality.;People & Culture;;;;Sven Peters
4521;The monolith must die! - How to convince managers;ADVANCED;We can use the DORA metrics by Google to help us evaluate when it is worth investing in a move from a monolith to microservices. We can also discuss the business view and use it as a basis for the next round of management discussions.;Architecture;;;;Anja Kunkel
4913;Keep your dependencies in check;BEGINNER;We need to stay on top of updating our applications, but doing so can take a lot of time. Luckily, there are plenty of tools that can help, from package managers to bots that can create changes on our repositories. We should evaluate these options to find the best solution for our particular situation.;Build & Deploy;;;;Marit van Dijk
4914;Monorepos - The Benefits, Challenges and Importance of Tooling Support;BEGINNER;This talk will provide clarity about monorepos, why you might want to use one, and how to set them up for success in the long run. We'll discuss what monorepos are, how they differ from other code organization approaches, and the benefits and challenges that come with using them. We'll also explore the tooling available to help create and maintain healthy monorepos.;Development Practices;;;;Juri Strumpflohner
4918;Unleash the power of your applications with Micronaut and GraalVM;BEGINNER;In this talk, Micronaut committer Álvaro Sánchez-Mariscal will demonstrate how to quickly build optimised microservices with Micronaut and GraalVM Native Image. Attendees will learn how the combination of GraalVM Native Image and Micronaut can lead to efficient and highly performant applications that can be deployed to environments like Kubernetes or serverless platforms. The talk will include a live coding demo of an application using Micronaut Data;Server Side Java;;;;Álvaro Sánchez-Mariscal
4921;From User Action to Framework Reaction: A comparison of the Reactivity Concepts in Angular, React, Vue and Svelte;INTERMEDIATE;This talk compares the different approaches Angular, React, Vue and Svelte use to implement reactivity and how this affects application programming and architecture. Live coding demos will be used to demonstrate the differences between the frameworks.;UI & UX;;;;Jonas Bandi
4929;Revisiting Design Patterns after 20;INTERMEDIATE;In this talk, attendees will learn how to use the latest improvements in Java 20 to refactor code using legacy implementations of design patterns such as Strategy, Template Method, Visitor, Command, Decorator, Builder, and more. Live demonstrations will showcase how lambdas, records, switch expressions, and other modern features can improve code design.;Java;;;;Edson Yanaga
4931;Sailing Modern Java;INTERMEDIATE;This talk will cover new features in recent Java versions, such as Pattern Matching for switch, Record Patterns, Virtual Threads, Calling native stuff, Simple Web server, what's gone and what will be gone.;Java;;;;Piotr Przybyl
4945;A Glance At The Java Performance Toolbox;BEGINNER;This talk covers the use of JDK tools to analyze and improve the performance of Java applications. It explains the different functional areas of visibility needed in Java and how the JDK tools can provide that information.;Java;;;;Ana-Maria Mihalceanu
4947;Architecture aspects - evolutionary architecture development;INTERMEDIATE;When designing new software, it is important to consider 23 architectural aspects such as persistence, communication, translations, archiving, scaling, security, exception handling, etc. An evolutionary approach can be taken to tackle these aspects incrementally and learn more about the problem to be solved, allowing us to make an optimal decision as late as possible.;Architecture;;;;Urs Enzler
5251;Enterprise Serverless Adoption. An Experience Report;BEGINNER;This talk will discuss the unique serverless adoption story at the LEGO Group, including an overview of the evolution of serverless adoption, tips on growing serverless teams, best practices, and strategies to achieve sustainability with serverless.;Architecture;;;;Sheen Brisals
5259;Respect estimates;BEGINNER;"In this talk, Donald Knuth's statement, ""Software is hard,"" will be discussed and examples of practices that are often followed, even though they are no longer needed, will be presented. These waste and cults include estimates, tests, agile meetings, and architecture of systems.";Development Practices;;;;Jarek Ratajski
5261;Game of Loom: implementation patterns and performance implications playing with virtual threads;ADVANCED;Virtual threads are a potentially great game changer in the Java ecosystem, but their benefits and costs need to be carefully weighed before being implemented in a production system.;Java;;;;Mario Fusco
5268;What We've Learned from Scanning 10K+ Kubernetes Clusters;BEGINNER;We analyzed Kubescape data to find the most common misconfigurations and vulnerabilities in Kubernetes deployments. We will explain the implications of these findings and provide simple tips on how to reduce your risk.;Security;;;;Rotem Refael
5298;Why Building Your Ship (Application) with Raw Materials is a Bad Idea!;BEGINNER;This session will discuss how to create a secure and compliant software bill of materials (SBOM) that complies with regulations and best practices, even when the source of certain code cannot be verified. It will also cover what applications are not able to use open source code, and what companies are doing to circumnavigate these tricky waters.;Security;;;;Jamie Coleman
5456;Java Next - From Amber to Loom, from Panama to Valhalla;ADVANCED;This talk is about the four big Java projects: Amber, Panama, Loom, and Valhalla. It will discuss how each project will improve the language and how they will shape Java in the years to come.;Java;;;;Nicolai Parlog
5464;Spring Modulith – Spring for the Architecturally Curious Developer;ADVANCED;This talk discusses how Spring architects can use libraries such as jMolecules and Moduliths to improve the structuring of their code and make it more maintainable.;Server Side Java;;;;Oliver Drotbohm
5487;Spring Security: The Good Parts;INTERMEDIATE;This talk will teach you how to use Spring Security to secure your applications. You will learn about the library's architecture and how to use common abstraction patterns to make your code easier to read and maintain. You will also learn about the latest features in Spring Security 6.0.;Server Side Java;;;;Daniel Garnier-Moiroux
The conference schedule in CSV format:
"from hour";"to hour";"session type";"room name"
"10:35";"11:20";Conference;Room 2
"10:35";"11:20";Conference;Room 8
"10:35";"11:20";Conference;Room 7
"10:35";"11:20";Conference;Room 3
"11:30";"12:15";Conference;Room 3
"11:30";"12:15";Conference;Room 8
"11:30";"12:15";Conference;Room 7
"11:30";"12:15";Conference;Room 2
"13:25";"14:10";Conference;Room 8
"13:25";"14:10";Conference;Room 7
"13:25";"14:10";Conference;Room 3
"13:25";"14:10";Conference;Room 2
"14:20";"15:05";Conference;Room 7
"14:20";"15:05";Conference;Room 8
"14:20";"15:05";Conference;Room 2
"14:20";"15:05";Conference;Room 3
"15:25";"16:10";Conference;Room 3
"15:25";"16:10";Conference;Room 2
"15:25";"16:10";Conference;Room 8
"15:25";"16:10";Conference;Room 7
"16:20";"17:05";Conference;Room 3
"16:20";"17:05";Conference;Room 2
"16:20";"17:05";Conference;Room 8
"16:20";"17:05";Conference;Room 7
The talks in CSV format:
"Talk ID";"Talk Title";"Audience Level";"Talk Sumamry";"Track Name";"Speaker Availability days";"Available from";"Available to";"Speaker names"
1411;Unit Test Your Java Architecture With ArchUnit;BEGINNER;ArchUnit is a library in the Java ecosystem that can be used to test architecture within unit tests to help structure code and prevent an unmaintainable code base. jMolecules can also be used to model architectural concepts within the code.;Development Practices;;;;Roland Weisleder
3872;Full-stack development is dead, long live full-stack development!;INTERMEDIATE;Java developers can develop web applications quickly by using frameworks such as Thymeleaf, Vaadin, and Hilla.;UI & UX;;;;Simon Martinelli
4367;Let's talk about software behaviour (BDD);BEGINNER;This session teaches you about Behaviour Driven Development and how it can be useful in software development.;Development Practices;;;;Katrin Rabow
4372;Wasmer Things: An Upside-Down Guide to WebAssembly;INTERMEDIATE;This talk is for all developers interested in learning more about WebAssembly from a low-level perspective. We will explore the WebAssembly specification, how it plugs into your own development ecosystem, and how it is similar to other compilation targets. We will also discuss why many projects are making Wasm their preferred runtime environment.;Mind the Geek;;;;Edoardo Vacchi
4505;Awesome Java applications with GraalVM and Java microservices frameworks;INTERMEDIATE;This session will explore microservices frameworks for Java applications and how to configure them for use with GraalVM Native Image for fast startup and low resource usage.;Server Side Java;;;;Alina Yurenko
4506;Resumability in the next generation frontend framework With O(1) loading time;BEGINNER;"Qwik is a JavaScript framework that uses a new render paradigm called resumability to serialize JavaScript apps into HTML without the need for the hydration technique used in meta-frameworks like Next.js. It enables us to build ""resumable apps"" with near-zero JavaScript and fine-grained lazy loading. It is not the world's first O(1) JavaScript framework. This article covers what Qwik is, how it compares to React and Angular, how to make";UI & UX;;;;Ruby Jane Cabagnot
4515;Developer Joy – How great teams get s%*t done;INTERMEDIATE;In this talk, Sven will discuss how great software teams measure and improve their developer productivity, coordinate work across teams, run microservice teams, and create a healthy and joyful engineering culture. He will share practical advice based on his experience with Atlassian and other tech companies on how to build and run a distributed architecture in the cloud, ensure observability, and keep a healthy balance between dev speed and code quality.;People & Culture;;;;Sven Peters
4521;The monolith must die! - How to convince managers;ADVANCED;We can use the DORA metrics by Google to help us evaluate when it is worth investing in a move from a monolith to microservices. We can also discuss the business view and use it as a basis for the next round of management discussions.;Architecture;;;;Anja Kunkel
4913;Keep your dependencies in check;BEGINNER;We need to stay on top of updating our applications, but doing so can take a lot of time. Luckily, there are plenty of tools that can help, from package managers to bots that can create changes on our repositories. We should evaluate these options to find the best solution for our particular situation.;Build & Deploy;;;;Marit van Dijk
4914;Monorepos - The Benefits, Challenges and Importance of Tooling Support;BEGINNER;This talk will provide clarity about monorepos, why you might want to use one, and how to set them up for success in the long run. We'll discuss what monorepos are, how they differ from other code organization approaches, and the benefits and challenges that come with using them. We'll also explore the tooling available to help create and maintain healthy monorepos.;Development Practices;;;;Juri Strumpflohner
4918;Unleash the power of your applications with Micronaut and GraalVM;BEGINNER;In this talk, Micronaut committer Álvaro Sánchez-Mariscal will demonstrate how to quickly build optimised microservices with Micronaut and GraalVM Native Image. Attendees will learn how the combination of GraalVM Native Image and Micronaut can lead to efficient and highly performant applications that can be deployed to environments like Kubernetes or serverless platforms. The talk will include a live coding demo of an application using Micronaut Data;Server Side Java;;;;Álvaro Sánchez-Mariscal
4921;From User Action to Framework Reaction: A comparison of the Reactivity Concepts in Angular, React, Vue and Svelte;INTERMEDIATE;This talk compares the different approaches Angular, React, Vue and Svelte use to implement reactivity and how this affects application programming and architecture. Live coding demos will be used to demonstrate the differences between the frameworks.;UI & UX;;;;Jonas Bandi
4929;Revisiting Design Patterns after 20;INTERMEDIATE;In this talk, attendees will learn how to use the latest improvements in Java 20 to refactor code using legacy implementations of design patterns such as Strategy, Template Method, Visitor, Command, Decorator, Builder, and more. Live demonstrations will showcase how lambdas, records, switch expressions, and other modern features can improve code design.;Java;;;;Edson Yanaga
4931;Sailing Modern Java;INTERMEDIATE;This talk will cover new features in recent Java versions, such as Pattern Matching for switch, Record Patterns, Virtual Threads, Calling native stuff, Simple Web server, what's gone and what will be gone.;Java;;;;Piotr Przybyl
4945;A Glance At The Java Performance Toolbox;BEGINNER;This talk covers the use of JDK tools to analyze and improve the performance of Java applications. It explains the different functional areas of visibility needed in Java and how the JDK tools can provide that information.;Java;;;;Ana-Maria Mihalceanu
4947;Architecture aspects - evolutionary architecture development;INTERMEDIATE;When designing new software, it is important to consider 23 architectural aspects such as persistence, communication, translations, archiving, scaling, security, exception handling, etc. An evolutionary approach can be taken to tackle these aspects incrementally and learn more about the problem to be solved, allowing us to make an optimal decision as late as possible.;Architecture;;;;Urs Enzler
5251;Enterprise Serverless Adoption. An Experience Report;BEGINNER;This talk will discuss the unique serverless adoption story at the LEGO Group, including an overview of the evolution of serverless adoption, tips on growing serverless teams, best practices, and strategies to achieve sustainability with serverless.;Architecture;;;;Sheen Brisals
5259;Respect estimates;BEGINNER;"In this talk, Donald Knuth's statement, ""Software is hard,"" will be discussed and examples of practices that are often followed, even though they are no longer needed, will be presented. These waste and cults include estimates, tests, agile meetings, and architecture of systems.";Development Practices;;;;Jarek Ratajski
5261;Game of Loom: implementation patterns and performance implications playing with virtual threads;ADVANCED;Virtual threads are a potentially great game changer in the Java ecosystem, but their benefits and costs need to be carefully weighed before being implemented in a production system.;Java;;;;Mario Fusco
5268;What We've Learned from Scanning 10K+ Kubernetes Clusters;BEGINNER;We analyzed Kubescape data to find the most common misconfigurations and vulnerabilities in Kubernetes deployments. We will explain the implications of these findings and provide simple tips on how to reduce your risk.;Security;;;;Rotem Refael
5298;Why Building Your Ship (Application) with Raw Materials is a Bad Idea!;BEGINNER;This session will discuss how to create a secure and compliant software bill of materials (SBOM) that complies with regulations and best practices, even when the source of certain code cannot be verified. It will also cover what applications are not able to use open source code, and what companies are doing to circumnavigate these tricky waters.;Security;;;;Jamie Coleman
5456;Java Next - From Amber to Loom, from Panama to Valhalla;ADVANCED;This talk is about the four big Java projects: Amber, Panama, Loom, and Valhalla. It will discuss how each project will improve the language and how they will shape Java in the years to come.;Java;;;;Nicolai Parlog
5464;Spring Modulith – Spring for the Architecturally Curious Developer;ADVANCED;This talk discusses how Spring architects can use libraries such as jMolecules and Moduliths to improve the structuring of their code and make it more maintainable.;Server Side Java;;;;Oliver Drotbohm
5487;Spring Security: The Good Parts;INTERMEDIATE;This talk will teach you how to use Spring Security to secure your applications. You will learn about the library's architecture and how to use common abstraction patterns to make your code easier to read and maintain. You will also learn about the latest features in Spring Security 6.0.;Server Side Java;;;;Daniel Garnier-Moiroux
Create me a conference schedule with following constraints:
1. HIGH CONSTRAINT: Talks have great educational flow
2. HIGH CONSTRAINT: Use the talk summary to decide which talks should follow each other
3. HIGH CONSTRAINT: Don't have the same tracks at the same time.
4. HIGH CONSTRAINT: A speaker can't speak at different rooms during the same time.
5. List the talk id, from/to schedule time, room name, title, speaker names, level and track name
6. Only use the listed talks!
7. Use markdown to list the generated schedule
建立未定義的新日程安排時段和談話
在這種方法中，我將每個軌道的所有演講進行分組，並要求每個軌道的 GPT 根據演講的語義建議演講的最佳順序。
此外，我還要求考慮以下軟約束：
每個軌道的輸出如下：
Development Practices: 4367, 5259, 1411, 4914
UI & UX: 4506, 4921, 3872
Mind the Geek: 4372
Server Side Java: 4918, 4505, 5464, 5487
People & Culture: 4515
Architecture: 5251, 4947, 4521
Build & Deploy: 4913
Java: 4945, 4931, 4929, 5456, 5261
Security: 5298, 5268
每個軌道建議的 GPT4 輸出如下：
---------------------------------------------------
Development Practices :
Based on the factors mentioned, here is the suggested order for the talks:
1. "Let's talk about software behaviour (BDD)" (id: 4367) - This talk is a good starting point as it covers a beginner-level topic and introduces a useful concept (BDD) that can be applied in software development.
2. "Respect estimates" (id: 5259) - This talk builds on the previous one by discussing some of the common practices in software development and how they can be improved. It is still at a beginner level and provides some practical advice.
3. "Unit Test Your Java Architecture With ArchUnit" (id: 1411) - This talk introduces a more technical topic (unit testing) and is relevant to the development practices track. It also builds on the previous talk by emphasizing the importance of good testing practices.
4. "Monorepos - The Benefits, Challenges and Importance of Tooling Support" (id: 4914) - This talk is also relevant to the development practices track and introduces a more advanced topic (monorepos). It builds on the previous talk by discussing some of the challenges of managing large codebases and how monorepos can help.
The suggested order is: 4367, 5259, 1411, 4914
Therefore, the comma delimited list of talk ids is: 4367,5259,1411,4914
...
目前，我手動取得建議的演講並將其複製到 GPT-4 提示符號：
Create me a conference schedule with following constraints:
1. HIGH CONSTRAINT: Respect the order of the talk ids. First id needs to be scheduled first etc.
2. HIGH CONSTRAINT: Don't have the same tracks at the same time.
3. List the talk id, from/to schedule time, room name, track name
4. Only use the listed talks!
5. Use markdown to list the generated schedule
The schedule to populate is :
"from hour";"to hour";"room name"
"10:35";"11:20";Room 2
"10:35";"11:20";Room 8
"10:35";"11:20";Room 7
"10:35";"11:20";Room 3
"11:30";"12:15";Room 3
"11:30";"12:15";Room 8
"11:30";"12:15";Room 7
"11:30";"12:15";Room 2
"13:25";"14:10";Room 8
"13:25";"14:10";Room 7
"13:25";"14:10";Room 3
"13:25";"14:10";Room 2
"14:20";"15:05";Room 7
"14:20";"15:05";Room 8
"14:20";"15:05";Room 2
"14:20";"15:05";Room 3
"15:25";"16:10";Room 3
"15:25";"16:10";Room 2
"15:25";"16:10";Room 8
"15:25";"16:10";Room 7
"16:20";"17:05";Room 3
"16:20";"17:05";Room 2
"16:20";"17:05";Room 8
"16:20";"17:05";Room 7
The ordered talk ids per track:
1. Development Practices: 4367, 5259, 1411, 4914
2. UI & UX: 4506, 4921, 3872
3. Mind the Geek: 4372
4. Server Side Java: 4918, 4505, 5464, 5487
5. People & Culture: 4515
6. Architecture: 5251, 4947, 4521
7. Build & Deploy: 4913
8. Java: 4945, 4931, 4929, 5456, 5261
9. Security: 5298, 5268
至少現在 GPT4 按照每個曲目的會談順序創建了一個時間表。
但是我注意到“不要同時擁有相同的軌道”這一約束沒有得到滿足。
看來我需要透過一些額外的「即時工程」（如果可能的話）來加強這一點。
將時間表資訊轉換為緊湊的矩陣表示形式。玩起來更容易，代幣更少。
因此，讓我們獲取曲目並“排序”談話 ID：
1. Development Practices: 4367, 5259, 1411, 4914
2. UI & UX: 4506, 4921, 3872
3. Mind the Geek: 4372
4. Server Side Java: 4918, 4505, 5464, 5487
5. People & Culture: 4515
6. Architecture: 5251, 4947, 4521
7. Build & Deploy: 4913
8. Java: 4945, 4931, 4929, 5456, 5261
9. Security: 5298, 5268
每個賽道都有自己的價值，因此 10 = 開發實踐，20 = UI 和 UX，等等。
我們將軌道 ID 序列乘以 10,000，並將其加到談話 ID 中。
104367, 105259, 101411, 104914
204506, 204921, 203872
304372
404918, 404505, 405464, 405487
504515
605251, 604947, 604521
704913
804945, 804931, 804929, 805456, 805261
905298, 905268
我們也對演講次數最多的曲目進行排序，等等。
804945, 804931, 804929, 805456, 805261
104367, 105259, 101411, 104914
404918, 404505, 405464, 405487
204506, 204921, 203872
605251, 604947, 604521
304372
504515
704913
順便說一句，談話 ID 的順序是基於上述語意教育流程。
我們現在要使用的 json 陣列如下所示
sortedTalks = [
{'sortedTalks': [804945, 804931, 804929, 805456, 805261]},
{'sortedTalks' : [104367, 105259, 101411, 104914]},
{'sortedTalks' : [404918, 404505, 405464, 405487]},
{'sortedTalks' : [204506, 204921, 203872]},
{'sortedTalks' : [605251, 604947, 604521]},
{'sortedTalks' : [905298, 905268]},
{'sortedTalks' : [304372]},
{'sortedTalks' : [504515]},
{'sortedTalks' : [704913]}
]
使用以下帶有秘密上下文的 GPT 提示（目前），我們得到了預期的結果：
“創建一個 6x4 矩陣，其中每個演講按每列提供的順序列出。在每個矩陣行中，演講 ID 不能來自同一軌道。”
產生以下「完美」時間表？
對於為期一天的會議來說，解釋的方法是完全可以接受的策略，特別是在對演講摘要進行「教育流程」分析的情況下。然而，將其擴展到多天（如 Devoxx 比利時）並具有額外的硬和軟約束是一個挑戰，（目前）只能透過額外的代碼來完成。
GPT 建議的演講順序（基於演講摘要的語意分析）是一個很大的增強。將其輸入 OptaPlanner 可以讓我們兩全其美。
使用全新的 OpenAI o1-mini 模型嘗試了相同的提示，仍然沒有運氣（24 年 9 月 13 日）：
以下是會議日程安排，旨在確保良好的教育流程、基於演講摘要的邏輯進展以及遵守所有指定的限制。
| 房間 | 通話ID | 標題 | 揚聲器 | 等級 | 曲目名稱 |
|---|---|---|---|---|---|
| 2號房 | 1411 | 使用 ArchUnit 對您的 Java 架構進行單元測試 | 羅蘭‧衛斯理德 | 初學者 | 開發實務 |
| 3號房 | 4367 | 我們來談談軟體行為（BDD） | 卡特琳·拉鮑 | 初學者 | 開發實務 |
| 7號房 | 3872 | 全端開發已死，全端開發萬歲！ | 西蒙馬蒂內利 | 中間的 | 使用者介面和使用者體驗 |
| 8號房 | 4913 | 檢視你的依賴關係 | 馬里特·範迪克 | 初學者 | 建置和部署 |
| 房間 | 通話ID | 標題 | 揚聲器 | 等級 | 曲目名稱 |
|---|---|---|---|---|---|
| 2號房 | 4521 | 從使用者操作到框架反應：Angular、React、Vue 和 Svelte 中反應性概念的比較 | 喬納斯·班迪 | 中間的 | 使用者介面和使用者體驗 |
| 3號房 | 4521* | 注意：避免軌道重疊。這個插槽充滿了獨特的曲目。 | |||
| 7號房 | 4914 | Monorepos - 工具支援的好處、挑戰和重要性 | 尤里·斯·特朗普弗洛納 | 初學者 | 開發實務 |
| 8號房 | 5251 | 企業無伺服器採用。經驗報告 | 希恩·布里薩爾斯 | 初學者 | 建築學 |
*第 3 號會議室的空位仍然可用，或者如果需要，可以分配一個休息/歡迎會議。
| 房間 | 通話ID | 標題 | 揚聲器 | 等級 | 曲目名稱 |
|---|---|---|---|---|---|
| 2號房 | 4947 | 架構方面 - 進化架構開發 | 烏爾斯·恩茨勒 | 中間的 | 建築學 |
| 3號房 | 4505 | 具有 GraalVM 和 Java 微服務框架的出色 Java 應用程式 | 阿麗娜·尤倫科 | 中間的 | 伺服器端Java |
| 7號房 | 5259 | 尊重估計 | 賈雷克·拉塔斯基 | 初學者 | 開發實務 |
| 8號房 | 4521* | 注意：避免軌道重疊。已分配在 2 號房間。 |
*調整 Room 8 以確保軌道的唯一性，可能會分配不同的軌道（如果可用）。
| 房間 | 通話ID | 標題 | 揚聲器 | 等級 | 曲目名稱 |
|---|---|---|---|---|---|
| 2號房 | 4515 | 開發者喜悅 – 優秀的團隊如何完成工作 | 斯文彼得斯 | 中間的 | 人文與文化 |
| 3號房 | 5261 | Game of Loom：使用虛擬線程的實作模式和效能影響 | 馬裡奧·富斯科 | 先進的 | 爪哇 |
| 7號房 | 4945 | Java 效能工具箱概覽 | 安娜-瑪麗亞·米哈爾·恰努 | 初學者 | 爪哇 |
| 8號房 | 4921 | 從使用者操作到框架反應：Angular、React、Vue 和 Svelte 中反應性概念的比較 | 喬納斯·班迪 | 中間的 | 使用者介面和使用者體驗 |
| 房間 | 通話ID | 標題 | 揚聲器 | 等級 | 曲目名稱 |
|---|---|---|---|---|---|
| 2號房 | 4947* | 注意：確保軌道沒有重疊。分配一個獨特的軌道。 | |||
| 3號房 | 5464 | Spring Modulith – 適合對架構有興趣的開發人員的 Spring | 奧利佛·德羅博姆 | 先進的 | 伺服器端Java |
| 7號房 | 4929 | 20 歲後重新檢視設計模式 | 埃德森·柳永 | 中間的 | 爪哇 |
| 8號房 | 5251* | 注意：確保軌道沒有重疊。分配一個獨特的軌道。 |
