The "Why" Behind the Forge Pipeline
JAXforge isn't just one tool; it's the first step in a complete journey. This guide explains the purpose of each stage in our agent creation pipeline.
Building a truly custom AI agent is a complex process that requires expertise across multiple domains, from data science to software engineering. Our pipeline abstracts this complexity into a series of logical stages, allowing you to focus on what you do best while leveraging AI to handle the rest.
The Stages
This is the most critical stage. Before writing a single line of code, you must define the problem. What should the agent do? What data does it need? A well-defined goal is the foundation for a successful agent.
This is the JAXforge. Once the goal is clear, you need an 'engine'. This stage forges the high-performance JAX/FLAX model code—the core computational block that will power your agent's intelligence.
An engine is useless without a chassis. This stage is about taking your core model (and other capabilities, like APIs) and wrapping them into secure, callable 'tools' that an agent can understand and use.
This is the final assembly. You give the agent a 'brain' and a 'personality' by defining its persona, core directives, and goals. Then, you equip it with the tools it needs to succeed.
An agent is only valuable when it's live. This final stage provides one-click deployment to a scalable environment, complete with the dashboards needed to monitor its performance and success in the real world.