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Practical writing on AI coding guardrails — spec-driven development, agentic PR reviews, policy-as-code, observability, and product changelog updates from the Zenable team.

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PR Title and Description Reviews

Automated review of PR titles and descriptions, identifying misalignments between metadata and actual code changes with alternative suggestions.

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Custom Context for your PR Reviews

Load security policies, product requirements, contracts, or any text document and it will automatically be accounted for during PR reviews.

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Automatic Guardrails

Automated guardrails using Policy as Code -- import documents and automatically generate over 10 types of guardrails for enforcement.

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Automated GitHub PR Reviews

Protect your repositories from AI slop with our GitHub App -- expert-level reviews of Pull Requests in seconds, not days.

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Looking for a feature? Let us know!

Public roadmap launched -- explore it, submit new feature requests, and vote on desired functionality at zenable.io/feedback.

ChangelogEnterprisePro

Chat with your Requirements

Skip the 100-page snoozefest and use our chat bot to talk directly to your requirements and figure out what is and isn't required.

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Google Login

Login to zenable.app with your Google account and unlock Pro and Enterprise features.

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Clarify Roles and Responsibilities

Import governance or engineering documents and automatically extract roles, responsibilities, and map them together for visibility.

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Intelligent Document Search

Locate contracts meeting specific requirements -- find agreements mandating ISO 27001, data encryption, static code analysis, and more.

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Document Sanitization

Regex-based text sanitization removes or substitutes any string from inputs before processing, ensuring confidential data remains protected.

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Requirements Knowledge Graph

Zenable can take in arbitrary documents -- contracts, security policies, product requirements -- and persist them into our patent-pending requirements knowledge graph.

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