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jeongph/autospec

Open Source
Coding Assistants Updated Apr 1, 2026
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🔄 Updated Apr 2026 🖥️ Self-hostable

Overview

The jeongph/autospec project is a domain-specific adaptation that reads natural-language business rules and autonomously builds a Spring Boot service with tests. It utilizes the keep-or-revert loop for evaluation and integrates with Gradle build and JUnit XML for testing. This tool can generate a substantial amount of code, expanding from a 119-line skeleton to 950 lines in just 5 cycles.

Problem It Solves

Rapid development of Spring Boot services based on natural-language business rules

Target Audience: Software developers, particularly those working with Spring Boot and Java

Inputs

  • Natural-language business rules
  • Initial code skeleton
  • Test specifications

Outputs

  • Generated Spring Boot service code
  • Automated tests
  • Evaluated test results

Example Workflow

  1. 1 Reading natural-language business rules
  2. 2 Generating initial code skeleton
  3. 3 Applying keep-or-revert loop
  4. 4 Evaluating with Gradle build
  5. 5 Running JUnit tests
  6. 6 Refining code based on test results

Sample System Prompt


              Generate a Spring Boot service that implements the following business rules: [insert rules here]

            

Tools & Technologies

Spring Boot Gradle JUnit

Alternatives

  • Telosys
  • JHipster
  • Bootify

FAQs

Is this agent open-source?
Yes
Can this agent be self-hosted?
Yes
What skill level is required?
Advanced

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jeongph/autospec