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About

Silmaril is a self-healing prompt injection defense designed to protect AI systems from increasingly complex, multi-step attacks that traditional guardrails fail to stop. It operates by wrapping inference calls and evaluating whether an execution sequence is leading toward a harmful outcome, rather than simply filtering inputs. It uses a multihead classifier that analyzes user intent, application context, and execution states together, enabling it to detect indirect injection, multi-turn attack chains, context poisoning, and tool abuse before damage occurs. Silmaril continuously strengthens its defenses through autonomous threat hunting agents that probe systems, discover vulnerabilities, and generate synthetic training data from real attack scenarios. These insights are used to retrain the model automatically, deploying updated protections in under an hour and propagating anonymized defenses across all deployments.

About

SpecFlow makes test automation easier by turning it into a team effort and allowing every role to better use their skills. Don’t waste your time searching for the correct definition across your binding classes, just right-click and jump to the relevant code. Hooks (event bindings) can be used to perform additional automation logic at specific times, such as any setup required prior to executing a scenario. SpecFlow supports a dependency injection framework that is able to instantiate and inject context for scenarios. This allows you to group the shared state in context classes, and inject them into every binding class that needs access to that shared state.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Not Supported
Linux Not Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

AI developers and organizations building agent-based systems who need real-time, adaptive protection against prompt injection and multi-step AI attacks

Audience

DevOps teams in need of a Test Automation Framework solution

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Simaril
United States
www.silmaril.dev/

Company Information

SpecFlow
Austria
specflow.org

Alternatives

Alternatives

Selenium

Selenium

Software Freedom Conservancy
Operant

Operant

Operant AI
NeuralMould

NeuralMould

Emmi AI

Categories

AI Security Supported

Categories

Integrations

Agent Development Kit (ADK) Supported
Azure DevOps Server Not Supported
BrowserStack Not Supported
Buddy Not Supported
Claude Code Supported
CloudBees Not Supported
CodeShip Not Supported
GitLab Not Supported
GoCD Not Supported
LangChain Supported
Octopus Deploy Not Supported
OpenAI Supported
OpenClaw Supported
Planview Release Not Supported
Playwright Not Supported
Python Supported
Selenium Not Supported
TestingBot Not Supported
Travis CI Not Supported
Xamarin Not Supported

Integrations

Agent Development Kit (ADK) Not Supported
Azure DevOps Server Supported
BrowserStack Supported
Buddy Supported
Claude Code Not Supported
CloudBees Supported
CodeShip Supported
GitLab Supported
GoCD Supported
LangChain Not Supported
Octopus Deploy Supported
OpenAI Not Supported
OpenClaw Not Supported
Planview Release Supported
Playwright Supported
Python Not Supported
Selenium Supported
TestingBot Supported
Travis CI Supported
Xamarin Supported
Claim Simaril and update features and information
Claim Simaril and update features and information
Claim SpecFlow and update features and information
Claim SpecFlow and update features and information