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arxiv: AI Agents & LLMs

Agentic Just-In-Time software

What's this about?

A-JIT proposes software that combines code, a runtime harness and an embedded agent so it can observe usage traces and synthesize missing implementations or tools while running.

What exactly is “just-in-time construction”?

A traditional JIT compiler specializes machine code for what a program is doing now. A-JIT extends the analogy upward: the application itself changes workflows and logic for the current user.

Why is this worth noting?

It describes a design paradigm rather than a mature evaluated system. Continuously self-changing software also creates hard questions about reproducibility, review, rollback and security.

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