APPLIED_PLAYBOOK: AGENTIC GOVERNANCE

Lifecycle Governance Checklist for DeepSeek-Based Agent Workflows

An independent lifecycle governance checklist for DeepSeek-based agent workflows, focused on lifecycle responsibility, evidence, accepted outcomes, rollback, remediation, and substitution.
BACK_TO: PLAYBOOKSCONCEPT_CORE: AGENTIC LIFECYCLE GOVERNANCE
READING_ORDER: APPLIED_PLAYBOOK

Start with one question.

Lifecycle governance for DeepSeek-based agent workflows means applying lifecycle responsibility questions to workflows that use DeepSeek tooling or models without treating model selection as a complete governance answer.

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  1. 01Definition
  2. 02Scenario
  3. 03Inputs and outputs
  4. 04Failure modes
  5. 05Evidence required
  6. 06Sources
DEFINITION

Lifecycle governance for DeepSeek-based agent workflows means applying lifecycle responsibility questions to workflows that use DeepSeek tooling or models without treating model selection as a complete governance answer.

Why ordinary model/tool governance is insufficient

Model selection, output review, or logs can support governance, but they do not by themselves establish authority boundaries, evidence chains, accepted outcome ownership, rollback paths, or remediation closure.

Source context

This support route applies lifecycle-responsibility questions to the stated scenario. Its relevant responsibility objects are Authority boundary, Evidence chain, Accepted outcome, Substitution record, Dispute object, Remediation closure. The page is an author-analytical guide and does not add scores, legal conclusions, certification, or vendor assessment.

Vendor and Runtime Substitution ConformanceAccepted Outcome

Scenario and distinctive question

Question: Which lifecycle records must survive when a DeepSeek-based workflow is substituted or reviewed?

Scenario: A workflow using DeepSeek tooling or models changes its model, tool, runtime, or harness and needs continuity evidence.

Inputs

  • Workflow intent and authority scope
  • Substitution event
  • Existing evidence and acceptance state

Outputs

  • Vendor-neutral substitution questions
  • Continuity evidence checklist
  • Canonical conformance mapping

Lifecycle governance checklist

  1. Define workflow intent, active constraints, and tool authority before execution.
  2. Capture evidence that can support review, replay, dispute, and remediation.
  3. Name the accepted outcome owner and acceptance criteria.
  4. Define rollback and remediation paths for generated or tool-mediated work.
  5. Track model, tool, prompt, runtime, or harness substitution.
  6. Separate lifecycle governance evidence from claims about model capability.

Failure modes to test

  • Model selection is treated as a governance control
  • Output review substitutes for lifecycle evidence
  • Substitution impact is not recorded

Evidence required for review

  • Substitution record
  • Authority approval
  • Evidence continuity check
  • Accepted outcome review

Related Missing Regulatory Objects

Authority boundaryEvidence chainAccepted outcomeSubstitution recordDispute objectRemediation closure

RCCS-M / ALCS relevance

RCCS-M is relevant because governance coverage must include lifecycle objects beyond model documentation. ALCS is relevant because responsibility must remain coherent as work moves through delegation, evidence, acceptance, dispute, remediation, and closure.

Protocol path: MPLP as one option

MPLP is one possible protocol path for lifecycle responsibility records. It is not required, exclusive, certified, or regulator-approved.

Vendor boundary

This page does not evaluate DeepSeek products or claim affiliation with DeepSeek. It uses generic lifecycle governance language for DeepSeek-based workflows.

No current DeepSeek feature claims are cited or relied on in this page; vendor-specific details are intentionally avoided.

Boundary statement

This page is an independent lifecycle governance checklist. It is not official vendor documentation, endorsement, certification, legal advice, or procurement recommendation.

Support route

This vendor-qualified page is retained for existing links and is not an indexable canonical publication. Continue at Vendor and Runtime Substitution Conformance.