Best experimentation tools in 2025

Text to Action

Translate plain language into GitHub actions effortlessly.

Elessar

AI-driven documentation and reporting for engineering teams.

Create React App

Quickly create modern web applications with minimal setup.

Code GPT

AI-driven coding assistant for software development teams.

Unfold AI

Real-time coding assistant for error detection and correction.

GitAhead

Visualize and navigate Git history effortlessly with a graphical client.

Pyai

Smart assistant for identifying and correcting Python code errors.

16x Prompt

Efficient prompt management for developers tackling complex coding tasks.

Free + from $48.00/lifetime
open
CodeStory

Collaborative coding environment integrating AI assistance for developers.

Fork

Visual management for version control in software development.

Subscription + from $59/one-time
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Warp

An intelligent command line interface with AI capabilities.

Codel

Instant access to coding examples and debugging insights.

Devin - AI Coder by Cognition

AI assistant for engineering teams to boost productivity and collaboration.

Modelbit

Infrastructure-as-code for deploying machine learning models.

ObfusCat

Securely masks code for AI assistance without revealing details.

CodeCommit

Secure cloud storage for collaborative code management.

Kodus

Automated code reviews for improved software development.

Flo

Automatic error detection for efficient coding and debugging.

JS2TS

Convert JavaScript code to TypeScript quickly and accurately.

Stenography

Automated documentation system for coding projects.

DebugPT

AI-driven debugging assistant for developers to enhance code quality.

GitKraken

Visual tool for managing Git version control and team collaboration.

CodeAnywhere

AI-driven online coding environment for streamlined development.

Nuanced

Advanced AI-driven code analysis for smarter development insights.

Deepcode

AI-driven code review for enhancing security during development.