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Description
Agiloop is a platform designed for AI-driven product development that seamlessly integrates the entire software lifecycle, spanning from conceptualization and requirement gathering to execution, evaluation, and ongoing enhancement. The INVENT feature leverages AI-based interviews and repository assessments to convert fresh ideas or pre-existing applications into organized functional and technical specifications, comprehensive features, user narratives, and criteria for acceptance. The IMPLEMENT phase takes the validated specifications and directly constructs complete features within your Git repository, incorporating integrated code reviews, test scaffolding, validation of acceptance criteria, security assessments, and compatibility with current CI/CD workflows. During the INSPECT phase, it instruments the created features at build time, delivering real-time analytics on usage, user journeys, event tracking, metric goals, and AI-driven insights without needing a separate tracking configuration. Finally, the ITERATE component assesses business performance, application stability, system architecture, and technical liabilities, offering actionable recommendations for improvements that can be implemented straight away, ensuring a continuous cycle of enhancement and adaptation. This comprehensive approach not only streamlines the development process but also enhances collaboration and transparency throughout the software lifecycle.
Description
Leanstral is an open-source AI code agent created by Mistral AI to support formal software verification and mathematical proof development using Lean 4. The system is designed to generate code while simultaneously validating its correctness through formal proof mechanisms. Unlike many AI coding assistants that rely on general-purpose language models, Leanstral is specifically optimized for proof engineering tasks within structured repositories. The model operates using a sparse architecture with efficient active parameters, allowing it to deliver strong performance without requiring extremely large computational resources. Leanstral integrates closely with the Lean proof assistant, which acts as a strict verifier for mathematical reasoning and software specifications. Developers and researchers can use the model to build verified implementations, reducing the need for time-consuming manual debugging and validation. The project is released under the Apache 2.0 open-source license, ensuring accessibility and flexibility for customization. Leanstral also supports integration with model communication protocols, enabling compatibility with development tools and extensions. Benchmarks show that the system can compete with larger closed-source coding agents while maintaining significantly lower operational costs. By combining automated reasoning, code generation, and formal proof verification, Leanstral introduces a new approach to building trustworthy AI-assisted software systems.
API Access
Has API
API Access
Has API
Integrations
Anthropic
Azure DevOps
Git
Google Sheets
Jira
Microsoft Excel
Mistral AI
Mistral AI Studio
Mistral Vibe
Trello
Integrations
Anthropic
Azure DevOps
Git
Google Sheets
Jira
Microsoft Excel
Mistral AI
Mistral AI Studio
Mistral Vibe
Trello
Pricing Details
$0.25 per story point
Free Trial
Free Version
Pricing Details
Free
Open source
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Agiloop
Founded
2025
Country
United States
Website
www.agiloop.ai/
Vendor Details
Company Name
Mistral AI
Founded
2023
Country
France
Website
mistral.ai