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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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Announcing Guardrails that automatically learn from you

Adaptive Guardrails use information from GitHub, IDEs, GitLab, pre-commit hooks, and CLI tools to learn your requirements and suggest improvements.

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Automated Context Hygiene

Automated context management that refines requirements, opens PRs to reduce token waste, updates outdated information, and adds helpful context.

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Hey Zenable, do your (PR) research

Pull Request Research -- a set of code base searching and exploration tools for PR/MR bots that intelligently include relevant context.

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Announcing the Requirements Marketplace

Access thousands of guardrails, common requirements, frameworks, and expectations upon signup -- fully customizable to your environment.

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You set the tone

Customize your code reviewer's tone, voice, and personality -- from direct and concise to detailed with examples, or even themed personas.

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Enforce requirements only where they matter

Scopes enable targeted requirement attachment with incremental deployment strategies and testing workflows without blanket implementations.

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Requirements don't always apply

Scopes enable conditional requirement application -- specify when rules activate based on team members, repositories, or runtime settings.

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Entra ID, open sesame!

Zenable now supports Microsoft Entra ID login -- install our verified app, send us an email, and get AI Guardrails in no time.

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Self-service beta enrollment

Admins can now enroll their tenant in any beta programs via the feature flags page -- just flip the switches you want.

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Zenable loves GitLab

Zenable now officially supports GitLab -- bring AI guardrails and context-aware automation into your GitLab workflows.

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So easy, even a chat bot can do it

Even basic AI systems can now automatically configure Zenable tools thanks to improvements in agentic discoverability and documentation.

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All the IDEs you could ask for

Consistent guardrails across Cursor, Claude Code, Devin Desktop (previously Windsurf), Codex, Continue, Kiro, Cursor CLI, and more -- setup with a single command.

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