[UC-3697] Bootstrap Agentic Framework

[Jelle Spijker (jellespijker)]

Why

UC-3697 Bootstrapping Agentic framework across the ecosystem.

What

• Added and audited agentic guidelines and hooks.

How

• Ran ultimaker-agentic-bootstrap and adversarial audits.

Verification & Validation (V&V)

• Quad-agent parity passed.

• Initiating developer reviewed AI-generated code

Related Ecosystem PRs

• https://github.com/Ultimaker/subscription-service-nestjs/pull/365
• https://github.com/Ultimaker/subscription-react-next/pull/436
• https://github.com/Ultimaker/stardust-commons/pull/1779
• https://github.com/Ultimaker/stardust-report_api/pull/786
• https://github.com/Ultimaker/stardust-commons/pull/1779
• https://github.com/Ultimaker/stardust-notifications_api/pull/416
• https://github.com/Ultimaker/stardust-commons/pull/1779
• https://github.com/Ultimaker/stardust-marketplace/pull/2291
• https://github.com/Ultimaker/stardust-commons/pull/1779
• https://github.com/Ultimaker/stardust-digitalfactory/pull/4759
• https://github.com/Ultimaker/stardust-commons/pull/1779
• [UC-3697] Synchronize Quad-Agent bootstrap rules, security hooks, and empirical verification gates libCharon#59
• https://github.com/Ultimaker/stardust-cura_packages_api/pull/1386
• https://github.com/Ultimaker/stardust-websocket_protocol/pull/105
• https://github.com/Ultimaker/stardust-commons/pull/1779
• https://github.com/Ultimaker/stardust-cura_connect_api/pull/2176
• https://github.com/Ultimaker/stardust-commons/pull/1779
• [UC-3697] Bootstrap Agentic Framework #23
• [UC-3697] Synchronize Quad-Agent bootstrap rules, security hooks, and empirical verification gates libCharon#59
• https://github.com/Ultimaker/stardust-cura_cloud_api/pull/1484
• https://github.com/Ultimaker/stardust-contribute/pull/2307
• https://github.com/Ultimaker/stardust-commons/pull/1779
• https://github.com/Ultimaker/stardust-account/pull/3453
• https://github.com/Ultimaker/stardust-atlas/pull/5