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AI CURATED HOT STORY · 10/23/2026

GitLab 19.4 Adds Goal-Driven Agents and Cost Controls to Duo CLI

1 reports archived1 independent sourcesupdated 10/23/2026, 15:26:05
Synthesis & Latest Updates
1 Sources Cross-Validated

GitLab 19.4 introduces the `/goal` command in Duo CLI, enabling end-to-end task closure for open-ended goals via dual-model collaboration. The feature runs locally, inherits project permissions, and includes new AI cost controls and iteration limits for predictability, currently in public beta.

LATEST/GitLab 19.4 introduces the `/goal` command in Duo CLI, enabling end-to-end task closure for open-ended goals via dual-model collaboration. The feature runs locally, inherits project permissions, and includes new AI cost controls and iteration limits for predictability, currently in public beta.

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2 fully observed hours
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TIMELINECoverage timeline

Total 1 reports · Latest first
  1. InfoQ 中文T2·68 pts
    • The new `/goal` command in Duo CLI uses a split architecture of an execution model and a verification model, replacing formal verification.
    • Agent operations strictly inherit existing GitLab project permissions and approval chains to ensure enterprise security and compliance.
    • Granular AI credit usage tracking and iteration limits are introduced to prevent infinite loops and control computational costs.