Replit Agent
Basic Information
Short description: The Replit Agent builds software projects using natural language prompts provided by users.
Intended uses: What does the developer state that the system is intended for?: Use cases include "1) Scaffold a new project from scratch; 2) Build and deploy a full-stack application; 3) Automate routine coding tasks; 4) Debug code with AI assistance; 5) Optimize and refactor code; 6) Add features to an existing app; 7) Learn while you build; 8) Generate documentation; 9) Create a database and connect it to your app; 10) Deploy applications to the cloud" [source]
Date(s) deployed: September 2024 [source]
Developer
System Components
Backend model(s): What model(s) are used to power the system?: Unknown
Public model specification: Is there formal documentation on the system’s intend...: None
Description of reasoning, planning, and memory implementation: How does the syst...: Unknown
Observation space: What is the system able to observe while 'thinking'?: Common observation space is user input and outcome of agent actions.
Action space/tools: What direct actions can the system take?: Unknown
User interface: How do users interact with the system?: "Replit Agent is a coding assistant built right into the Replit IDE" [source]
Development cost and compute: What is known about the development costs?: Unknown
Guardrails & Oversight
Accessibility of components
Weights: Are model parameters available?: Unknown
Data: Is data available?: Unknown
Code: Is code available?: Replit has source code for most of the products it offers [source], along with a repository for available LLMs [source]. However there is no source code about the Replit Agent and whether their own models were used to create it.
Documentation: Is documentation available?: Available [source]
Scaffolding: Is system scaffolding available?: Closed source
Controls and guardrails: What notable methods are used to protect against harmfu...: They have staff who can report content that violates Replit's Terms, Community Standards, or Privacy Policy [source].
Monitoring and shutdown procedures: Are there any notable methods or protocols t...: Serious violations may lead to users getting banned from Replit [source].
Customer and usage restrictions: Are there know-your-customer measures or other ...: None
Evaluation
Notable benchmark evaluations (e.g., on SWE-Bench Verified): Unknown
Bespoke testing (e.g., demos): Unknown
Safety: Have safety evaluations been conducted by the developers? What were the ...: None
Publicly reported external red-teaming or comparable auditing
Personnel: Who were the red-teamers/auditors?: None
Scope, scale, access, and methods: What access did red-teamers/auditors have and...: None
Findings: What did the red-teamers/auditors conclude?: None
Ecosystem
Interoperability with other systems: What tools or integrations are available?: None highlighted in particular for the Replit Agent. However, Replit has many integrations available [source].
Usage statistics and patterns: Are there any notable observations about usage?: "The Replit Agent is currently an experimental product" and "currently available through an early access program" [source]
Other notes (if any): --