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    "title": "Risk Mitigation Strategy",
    "displayName": "Risk Mitigation Strategy",
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    "article": "\n# Risk Mitigation Strategy\n\n→ [Implementation Index](../README.md#implementation) | Related: [Success Metrics](success-metrics.md) | [Security Architecture](../security-architecture.md)\n\n## Purpose\n\nThis document describes how V6 implementation risk is reduced without implying a more operationally mature program than the roadmap currently authorizes.\n\nThe current V6 posture is intentionally narrow:\n\n- bound each accepted phase or slice before coding,\n- validate only the touched surface,\n- document rollback before rollout,\n- defer monitoring and automation claims until real owners and gates exist.\n\n## Current Risk Posture\n\nV6 does not currently assume:\n\n- real-time performance monitoring,\n- automated regression detection across the whole repo,\n- predictive scaling or leak-detection systems,\n- automatic rollback systems,\n- production-grade observability for every proposed slice.\n\nThose may become part of a later slice, but today they are deferred capabilities rather than active safeguards.\n\n## Phase Risk Framing\n\n### Phase 0: Baseline And Decision Framing\n\nPrimary risks:\n\n- candidate work cannot be bounded cleanly,\n- current behavior is not measurable enough to validate later claims,\n- proposed changes depend on simultaneous repo-wide churn.\n\nMitigation expectations:\n\n- capture the commands, install paths, and compatibility surfaces that matter,\n- define rollback before implementation begins,\n- stop rather than widen scope when a candidate cannot be made narrow.\n\n### Phase 1: Documentation And Naming Stabilization\n\nPrimary risks:\n\n- docs continue to mix current reality with deferred architecture,\n- target vocabulary implies accepted package or platform moves that do not exist,\n- compatibility expectations remain unclear for readers planning changes.\n\nMitigation expectations:\n\n- align architecture, roadmap, package, and implementation docs around the same normative/deferred boundary,\n- remove speculative API, monitoring, or readiness language from core explanations,\n- treat unresolved ideas as explicitly deferred or invalidated rather than half-committed.\n\n### Phase 2: First Executable Slice\n\nPrimary risks:\n\n- the chosen slice touches more surfaces than planned,\n- compatibility breaks escape the touched seam,\n- validation commands do not actually prove the claim being made.\n\nMitigation expectations:\n\n- keep the file set and subsystem narrow,\n- tie compatibility notes to the exact touched surface,\n- only promote performance or packaging claims that have a measurement contract.\n\n### Phase 3: Evaluate Whether Further Extraction Is Earned\n\nPrimary risks:\n\n- the repo keeps extracting based on architectural preference instead of evidence,\n- migration cost outweighs the payoff from the first slice,\n- docs continue to describe optional follow-on work as inevitable.\n\nMitigation expectations:\n\n- compare the first slice's cost and payoff explicitly,\n- approve one next bounded slice or stop,\n- document why further extraction is or is not justified.\n\n### Phase 4: Optional Follow-On Slices\n\nPrimary risks:\n\n- broader quality, performance, or readiness claims are promoted without new gates,\n- separate slices inherit assumptions that were never validated,\n- optional polish becomes de facto required scope.\n\nMitigation expectations:\n\n- require a named owner, command, threshold, and rollback path for each stronger claim,\n- keep optimization and hardening work optional unless tied to an approved slice or release gate,\n- reject repo-wide guarantees that do not yet have enforcement.\n\n## Current Risk Categories\n\n| Risk Category | Current Concern | Bounded Mitigation |\n|---------------|-----------------|--------------------|\n| Scope inflation | A slice grows into cross-repo churn | Stop and re-scope before implementation continues |\n| Documentation drift | Support docs reintroduce speculative maturity language | Keep all V6 docs aligned on normative vs deferred status |\n| Compatibility ambiguity | Readers assume broader guarantees than the slice provides | Document the exact touched surface and validation evidence |\n| Measurement inflation | Metrics are presented without a baseline, owner, or gate | Treat them as hypotheses until a contract exists |\n| Rollback overstatement | Recovery language promises more than the repo can prove | Document preconditions, restoration steps, and acceptance evidence only |\n\n## Rollback Expectations\n\nRollback is a required mitigation, but it must stay proportional to the accepted scope.\n\n- each accepted phase or slice needs a documented rollback path,\n- rollback notes should name the affected surface and the validation used to confirm recovery,\n- recovery language should describe operator decisions and verification steps rather than automatic failover claims,\n- if rollback cannot be kept cheap, the slice is probably too large for current V6 scope.\n\n## Measurement And Monitoring Risk\n\nPerformance, observability, and regression language is a common source of maturity drift. Use the following rules:\n\n- do not describe continuous monitoring unless a real monitoring system, owner, and response path exist,\n- do not describe automated regression detection unless a maintained benchmark or validation gate is already in place,\n- do not set bundle, latency, or memory budgets unless the slice defines the baseline, command, threshold, and fallback,\n- defer broad operational dashboards and alerting narratives until the repo accepts a slice that actually installs them.\n\n## Operational And User Impact\n\nCurrent risk mitigation for rollout and user impact should stay narrow:\n\n- validate the touched workflow rather than claiming generalized migration readiness,\n- use staged rollout language only where a real release process exists for the slice,\n- tie workflow-preservation claims to an explicit inventory,\n- describe communication and support expectations only where an implementation phase actually changes user-facing behavior.\n\n## Review Cadence\n\nRisk review for the current V6 maturity level is simple:\n\n- revisit risks when a phase boundary changes,\n- revisit risks when a slice adds a new compatibility, performance, or rollout claim,\n- downgrade claims back to deferred if the enforcing command, owner, or rollback path is missing.\n\n---\n\n**Related Documents**: [Success Metrics](success-metrics.md) | [Security Architecture](../security-architecture.md) | [Testing Framework](../testing-framework.md)\n",
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