technologyneutral

Software Engineering: How LLMs and Agents Are Changing the Game

Friday, November 15, 2024

Large language models (LLMs) have made a splash in software engineering, especially in code generation and finding coding issues. But they're not perfect. Enter LLM-based agents, which could lead to Artificial General Intelligence (AGI) by making LLMs more autonomous and capable of self-improvement. Experts are still figuring out how to set standards and benchmarks for these agents. This survey digs into how LLMs and agents are used in software engineering. It looks at six major areas: requirement engineering, code generation, autonomous decision-making, software design, test generation, and maintenance. The study compares the work of LLMs and agents in these fields, checking out how they stack up in tasks, tests, and measurement tools. The review also dives into the models and tests used, giving a thorough look at how effective they are in software engineering. This work aims to inspire future research and push the limits of what LLM-based agents can do in this field.

Continue Reading...

Spotify's Listening Age Feature: A Funny or Embarrassing Glimpse Into Your Music Tastes?Dive into Wellness: The Surprising Perks of a Hot Bath Portland's Safety Boost: Using Green Funds for Community Protection Trouble in the Republican House: Speaker Johnson Faces Uproar Hockey, Romance, and Real-Life Questions: The Heated Rivalry Dilemma India and Russia: A Balancing Act Amid Global Tensions

Continue Reading...

Actions