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Pattern

Approval Gate Before Action

Require explicit review before a system changes state, escalates, or takes a consequential action.

Pattern

Require explicit review before a system changes state, escalates, or takes a consequential action.

Where it appears

Agent Behavior Evals Lab, OpenClaw public-safe framing, Bedrock escalation design, and Ask Navid boundaries.

Why it matters

Approval gates keep capability from becoming unclear authority.

Boundary

This does not claim live action-taking systems or production enforcement.

Related work

AI workflow evaluationAgent Behavior Evals LabIt shows governance practice at the behavior layer: approval, refusal, uncertainty, grounding, fixture provenance, and report quality can be turned into reviewable tests before autonomy expands.Automation and tool-use explorationOpenClawShows thinking around controlled automation, execution boundaries, approval gates, and useful tool behavior without exposing operational details.Cloud AI operations / grounded reviewAWS Bedrock CaseOps Control TowerIt shows applied AI workflow architecture: evidence-backed outputs, typed contracts, validation passes, deterministic escalation boundaries, and the restraint to state where real production traffic is not claimed.

Related notes

operating noteBoundaries before autonomyAutonomy without boundaries is just unclear delegation.proof noteEvaluation as an operating boundaryEvaluation is how a system earns scope before it earns authority.

Referenced by

workAWS Bedrock CaseOps Control TowerWork record uses this patternworkNavaWork record uses this patternworkOpenClawWork record uses this patternworkAgent Behavior Evals LabWork record uses this patternworkAI Workflow Governance NotesWork record uses this patternnotesFrom document flow to decision supportNote references this patternnotesBoundaries before autonomyNote references this patternnotesEvaluation as an operating boundaryNote references this patterntopicsBoundariesTopic connected to this patterntopicsEscalation BoundariesTopic connected to this patterntopicsBehavior EvaluationTopic connected to this patterntopicsApproval GatesTopic connected to this patternreadingPathsEvaluate Before AutonomyReading path includes this pattern

Contact

Send the working context.

Send the business pressure, workflow, source boundary, or proof question. Best fit: hiring, AI roadmap, product-system work, and collaboration where evidence matters before claims.

Navid