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ease
features
design
support

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Description

Codename MDASH represents an advanced code scanning tool integrated within Microsoft Defender, leveraging a multi-modal AI framework to uncover, verify, and address vulnerabilities with a level of insight that surpasses conventional static analysis methods. This system enhances the Defender CLI by introducing a multistage process where specialized agents work collaboratively through four distinct phases. Initially, the preparation stage organizes ranked files based on risk, utilizing call-graph analysis and evaluating code complexity to identify functions with the highest likelihood of containing vulnerabilities. The scanning phase then transmits this prioritized code to over 100 specialized agents, including those focused on injection flaws, memory safety issues, and authentication bypasses, ensuring each agent targets a specific category of vulnerability. Following this, the validation phase employs taint analysis, type resolution through Language Server Protocol servers, and a debate among multi-model agents to improve confidence levels and minimize false positives. Finally, the deduplication step merges overlapping findings into a comprehensive set of unique and actionable results, enhancing the overall efficiency of vulnerability management processes. This innovative approach signifies a new era in threat detection and remediation within software development.

Description

LaunchLemonade empowers businesses to create, implement, and expand personalized AI agents effortlessly, eliminating the need for any coding, thereby enabling these agents to operate around the clock for various functions such as lead generation, marketing initiatives, customer assistance, and internal processes. The platform features an intuitive, no-code interface that allows users to craft AI assistants, link them to various data sources like Notion and Google Drive, integrate with automation platforms such as Zapier, and seamlessly embed these agents into websites or operational workflows. Additionally, users can take advantage of multi-model capabilities, orchestrate workflows involving multiple agents, upload knowledge bases, and achieve smooth integration with their existing technology ecosystems. The service brands itself as the "Shopify or WordPress of AI agent creation," catering specifically to agencies, small to medium-sized businesses, and service-oriented professionals eager to deploy AI-driven assistants without the necessity of hiring technical expertise. This innovative solution not only streamlines the development process but also democratizes access to advanced AI functionalities for a wider audience.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Claude Mythos 5
Claude Opus 5
GPT-5
GPT-5.1 Instant
GPT-5.1 Thinking
GPT-5.2 Pro
GPT-5.5
GPT-5.5 Pro
GPT-5.6 Luna
GPT-5.6 Sol
GPT-5.6 Terra
GPT‑5.4 Thinking
Grok 4.1
Grok 4.1 Fast
Grok 4.20
Llama 4 Behemoth
MAI-Cyber-1-Flash
Mistral AI
Notion
Shopify

Integrations

Claude Mythos 5
Claude Opus 5
GPT-5
GPT-5.1 Instant
GPT-5.1 Thinking
GPT-5.2 Pro
GPT-5.5
GPT-5.5 Pro
GPT-5.6 Luna
GPT-5.6 Sol
GPT-5.6 Terra
GPT‑5.4 Thinking
Grok 4.1
Grok 4.1 Fast
Grok 4.20
Llama 4 Behemoth
MAI-Cyber-1-Flash
Mistral AI
Notion
Shopify

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

$25 per month
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

Microsoft

Founded

1975

Country

United States

Website

learn.microsoft.com/en-us/security-exposure-management/ai-code-security-overview

Vendor Details

Company Name

LaunchLemonade

Founded

2022

Country

United Kingdom

Website

launchlemonade.app/

Product Features

Product Features

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