AgentForge
Autonomous AI agent that builds full-stack web applications from text prompts using NestJS and Mastra.
!The Problem
Building full-stack applications requires significant boilerplate, architectural decisions, and repetitive coding patterns, slowing down the transition from idea to prototype.
✓The Solution
AgentForge is an autonomous agent that takes a high-level text prompt and intelligently scaffolds, codes, and refines a complete NestJS application, automating the specialized work of a software architect.
The Concept
AgentForge represents a shift in how we approach development. Instead of writing code line-by-line, developers define the intent, and variable-autonomy agents execute the engineering.
Key Capabilities
- Autonomous Scaffolding: Generates project structure, configuration, and dependencies based on requirements.
- Context-Aware Coding: Writes code that understands the relationship between different modules (Controllers, Services, DTOs).
- Self-Correction: (Planned) Agents that can run tests and fix their own syntax errors.
Tech Stack
- Brain: Powered by LLMs via Mastra.
- Core: Built on NestJS for scalable, modular architecture.
- Language: TypeScript for type safety across the generated codebase.
This project is an exploration into the future of "Agentic Coding," where the developer acts as the conductor of a symphony of AI agents.