Methodology
Software
3.0.
Software 1.0 was explicit code. Software 2.0 was deep learning. Software 3.0 is orchestrating probabilistic logic through large language models.
Prompt as Code
We treat natural language instructions with the same rigor as traditional source code, employing version control, regression testing, and CI pipelines for our prompts.
The Hybrid Stack
You cannot build reliable software entirely on probabilistic models. The future is a hybrid approach, using Software 1.0 for deterministic APIs and guardrails, and Software 3.0 for complex reasoning and adaptability.