implementation

Sentinel Agent Initialization

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Autonomous Code Governance Sentinel with OpenAI Agents SDK and ZenML

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Linked challenge

Autonomous Code Governance Sentinel with OpenAI Agents SDK and ZenML

Prompt source

Original prompt text with formatting preserved for inspection.

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Initialize a CodeReviewer agent and a SecurityAuditor agent using the OpenAI Agents SDK. Set the model to GPT-5.4-mini. Define the CodeReviewer's instructions to focus on code style and the SecurityAuditor to focus on OWASP Top 10 vulnerabilities.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.

Prompt diagnostics

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Purpose

implementation

This prompt is mostly narrative and instruction-driven, so adapt examples and output constraints before you rewrite the structure.

Linked challenge

Autonomous Code Governance Sentinel with OpenAI Agents SDK and ZenML

Following Qodo's recent funding for AI code review agents, this challenge tasks you with building an autonomous Code Governance Sentinel. Using the OpenAI Agents SDK, you will create a system where multiple agents collaborate to review pull requests, perform security checks, and ensure architectural compliance. Unlike simple static analysis, these agents conduct multi-turn conversations to resolve conflicts between security requirements and functional requirements. The system must integrate into a CI/CD pipeline, using ZenML to manage the lifecycle of the agentic workflows and Witness AI to enforce strict security guardrails on the code generated by the agents themselves.

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