Prompt Engineering Tutorial
AutoGPTs are self-healing code generators
GPT-4 adapts automatically by evaluating, testing and improving the code. AutoGPTs automate entire cognitive workflows.
Introduction
Prompts programs — such as AutoGPTs¹, adapt code in fully-autonomous manner.
Large enterprises, such as Microsoft’s InferFix², are already using Autonomous Self-healing Software Systems³ to debug code internally. Self-healing workflows detect anomalies and diagnose errors automatically³.
Originally Naqvi et al.³ planned mainly data-driven approaches for Self-healing software. I see major development here.
Self-healing software requires now only Prompt engineering with LLM, such as GPT-4 or Claude.
The scope is not just debug of code through Fully-autonomous code generation.
LLMs enable automation of cognitive workflows.
The techniques are quickly developing: Self-Refine⁴, REDA⁵, BabyAGI⁸, HuggingGPT⁹, Generative Agents¹⁰, CAMEL¹¹ and SELF-DEBUGGING¹². AutoGPTs automate entire cognitive workflows. Prompts are the new…
