MetaGPT

Is there an established benchmark for building a full product? - SWE-bench leaderboard: https://www.swebench.com/ - Which metrics for e.g. "SWE-Lancer: a benchmark of freelance software engineering tasks from Upwork"? https://news.ycombinator.com/item?id=43101314 - MetaGPT, MGX: https://github.com/FoundationAgents/MetaGPT : > Software Company as Multi-Agent System > MetaGPT takes a one line requirement as input and outputs user stories / competitive analysis / requirements / data structures / APIs / documents, etc. Internally, MetaGPT includes product managers / architects / project managers / engineers. It provides the entire process of a software company along with carefully orchestrated SOPs. - Mutation-Guided LLM-based Test Generation: https://news.ycombinator.com/item?id=42953885 - https://news.ycombinator.com/item?id=41333249 : - c

- YC Startup Library > Cofounder: https://www.ycombinator.com/library/search?query=Cofounder - Business plan > Business plans for start-ups > Typical structure for a business plan for a start-up venture: https://en.wikipedia.org/wiki/Business_plan#Business_plans_f... - MetaGPT: https://github.com/geekan/MetaGPT : > MetaGPT takes a one line requirement as input and outputs user stories / competitive analysis / requirements / data structures / APIs / documents, etc. - https://news.ycombinator.com/item?id=29141796 ; "Co-Founder Equity Calculator" - "Ask HN: What are your go to SaaS products for startups/MVPs?" (2020) https://news.ycombinator.com/item?id=23535828 ; FounderKit, StackShare - From "Ask HN: Steps to forming a company?" https://news.ycombinator.com/item?id=19031826 : >> USA Small Business Administration: "10 steps to start you

There are now many open source projects that support writing a project from scratch, such as: 1. https://github.com/Pythagora-io/gpt-pilot 2. https://github.com/geekan/MetaGPT 3. https://github.com/AntonOsika/gpt-engineer 4. https://github.com/smol-ai/developer How can ChatGPT be effectively utilized for reading library source code, resolving coding issues, and serving as a dedicated coding assistant tailored for a specific repo?

This is just a collection of static ChatGPT prompts and an output aggregator - I really don't see any novel research or real-world applicability of this aside from potentially scaffolding a project. One of the assumptions baked into the coding prompt is that you will never need to use an external library or API [1] which is an inherent requirement in most practical use cases. > ## Code: {filename} Write code with triple quoto, based on the following list and context. > 1. Do your best to implement THIS ONLY ONE FILE. ONLY USE EXISTING API. IF NO API, IMPLEMENT IT. 1. https://github.com/geekan/MetaGPT/blob/main/metagpt/actions/...

I ran the 'create a snake' game example using the paper's source at https://github.com/geekan/MetaGPT The creation process used 11,940 tokens on input and 2,993 tokens on output, which cost $0.35 and $0.18, respectively. The game it generated consisted of four python classes in four separate files: Main, Game, Snake, and Food. The game executed without error on the first try, but the snake wasn't able to 'eat' the food. Here's the relevant code for 'eating' food: # Check if the snake ate the food if self.snake.body[0] == self.food.position: self.score += 1 self.snake.grow() self.food.generate() The issue was that the snake's body was represented as a list of lists, whereas the food position was stored in a tuple. After changing the food position to a list, the game worked correctly.

A Programmer's Guide to live longer: 1st step: Your AI Sidekick! : https://github.com/geekan/MetaGPT 2nd step: Longevity Strategy: https://github.com/geekan/HowToLiveLonger

The multi-agent framework MetaGPT has been officially open-sourced: https://github.com/geekan/MetaGPT - Enter a sentence requirement, and it can run a software company, outputting PRD/design documents/tasks/code REPO - It can design a recommendation system similar to the TouTiao app, and it can also design a large model training framework.