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기준선(설계 §9.1)에서 자동 채점 실패의 3분의 2가 식당이 식사 시간대 밖에 놓인 것이었다. 식사 시간대는 약한 위반이라 고치기에 걸리지 않아서, 강한 위반을 고친 뒤 식당을 식사 시간대로 옮기는 단계를 더했다(설계 §3.6 2a). 작은 모델이 시간을 셈하다 코스를 짧게 끝내거나 끼니를 빠뜨려서, 장소 수와 끼니를 코드가 계산해 메시지에 적고(course-v2), 조건 해석의 시간 표현 · 동네 이름 규칙을 보탰다(conditions-v2). 프롬프트 예시가 평가셋 문장과 겹치면 그 사례의 점수가 외운 답이 되므로 예시를 바꾸고, 평가 실행마다 겹치는 구절을 찾아 요약에 적는다. 같은 v2 로 두 모델을 재니 자동 채점이 Sonnet 88%, Haiku 69~75%였고 경계 사례는 6/6 과 2/6 이었다. Haiku 는 반려 동반 · 영업시간 표현 규칙을 실행마다 다르게 지켜, 코스 초안 기본 모델을 Sonnet 5.5(effort low)로 정했다(사용자 결정, 설계 §8 · §9.2). 조건 해석은 Haiku 5.5 그대로다. 코스를 못 만든 사례를 되짚을 수 있게 평가 결과에 AI 호출마다 고른 곳과 위반 목록을 남긴다. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A progressive Node.js framework for building efficient and scalable server-side applications.
Description
Nest framework TypeScript starter repository.
Project setup
$ npm install
Compile and run the project
# development
$ npm run start
# watch mode
$ npm run start:dev
# production mode
$ npm run start:prod
Run tests
# unit tests
$ npm run test
# e2e tests
$ npm run test:e2e
# test coverage
$ npm run test:cov
Deployment
When you're ready to deploy your NestJS application to production, there are some key steps you can take to ensure it runs as efficiently as possible. Check out the deployment documentation for more information.
If you are looking for a cloud-based platform to deploy your NestJS application, check out Mau, our official platform for deploying NestJS applications on AWS. Mau makes deployment straightforward and fast, requiring just a few simple steps:
$ npm install -g @nestjs/mau
$ mau deploy
With Mau, you can deploy your application in just a few clicks, allowing you to focus on building features rather than managing infrastructure.
Resources
Check out a few resources that may come in handy when working with NestJS:
- Visit the NestJS Documentation to learn more about the framework.
- For questions and support, please visit our Discord channel.
- To dive deeper and get more hands-on experience, check out our official video courses.
- Deploy your application to AWS with the help of NestJS Mau in just a few clicks.
- Visualize your application graph and interact with the NestJS application in real-time using NestJS Devtools.
- Need help with your project (part-time to full-time)? Check out our official enterprise support.
- To stay in the loop and get updates, follow us on X and LinkedIn.
- Looking for a job, or have a job to offer? Check out our official Jobs board.
Support
Nest is an MIT-licensed open source project. It can grow thanks to the sponsors and support by the amazing backers. If you'd like to join them, please read more here.
Stay in touch
- Author - Kamil Myśliwiec
- Website - https://nestjs.com
- Twitter - @nestframework
License
Nest is MIT licensed.