Agent-oriented software engineering: Difference between revisions

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{{Short description|Software}}

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'''Agent-Orientedoriented Softwaresoftware Engineeringengineering''' ('''AOSE''') is a new software engineering [[paradigm]] that arose to apply best practice in the development of complex [[Multi-agent systems|Multi-Agent Systems]] (MAS) by focusing on the use of agents, and organizations (communities) of agents as the main abstractions. The field of [[Product Family Engineering|Software Product Line]]s (SPL) covers all the [[software]] development lifecycle necessary to develop a family of products where the derivation of concrete products is made systematically and rapidly.

==Commentary==

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== Software engineering agent systems ==

== External Links ==

There are several software engineering (SWE) agent systems in development. Here are some examples:

{| class="wikitable"

|+ List of SWE Agent Systems

! SWE Agent System !! Backend LLM

|-

| [https://salesforce-research-dei-agents.github.io/ Salesforce Research DEIBASE-1] || gpt4o

|-

| [https://cosine.sh/ Cosine Genie] || Fine-tuned OpenAI GPT

|-

| [https://aide.dev/ CodeStory Aide] || gpt4o + Claude 3.5 Sonnet

|-

| [https://mentat.ai/blog/mentatbot-sota-coding-agent AbenteAI MentatBot] || gpt4o

|-

| Salesforce Research DEIBASE-2 || gpt4o

|-

| Salesforce Research DEI-Open || gpt4o

|-

| [https://www.marscode.com/ Bytedance MarsCode] || gpt4o

|-

| [https://arxiv.org/abs/2406.01422 Alibaba Lingma] || gpt-4-1106-preview

|-

| [https://www.factory.ai/ Factory Code Droid] || Anthropic + OpenAI

|-

| [https://autocoderover.dev/ AutoCodeRover] || gpt4o

|-

| [https://aws.amazon.com/q/developer/ Amazon Q Developer] || (unknown)

|-

| [https://github.com/NL2Code/CodeR CodeR] || gpt-4-1106-preview

|-

| [https://github.com/masai-dev-agent/masai MASAI] || (unknown)

|-

| [https://github.com/swe-bench/experiments/tree/main/evaluation/lite/20240706_sima_gpt4o SIMA] || gpt4o

|-

| [https://github.com/OpenAutoCoder/Agentless Agentless] || gpt4o

|-

| [https://github.com/aorwall/moatless-tools Moatless Tools] || Claude 3.5 Sonnet

|-

| [https://github.com/swe-bench/experiments/tree/main/evaluation/lite/20240612_IBM_Research_Agent101 IBM Research Agent] || (unknown)

|-

| [https://github.com/paul-gauthier/aider Aider] || gpt4o + Claude 3 Opus

|-

| [https://docs.all-hands.dev/ OpenDevin + CodeAct] || gpt4o

|-

| [https://github.com/FSoft-AI4Code/AgileCoder AgileCoder] || (various)

|-

| [https://chatdev.ai/ ChatDev] || (unknown)

|-

| [https://github.com/geekan/MetaGPT MetaGPT] || gpt4o

|}

== External Linkslinks ==

* ''Agent-Oriented Software Engineering: Reflections on Architectures, Methodologies, Languages, and Frameworks'' {{ISBN|978-3642544316}}