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ADR-021: Memory plane and pluggable recall#94

Draft
mostlydev wants to merge 1 commit intodocs/adr-020-compiled-tool-mediationfrom
docs/adr-021-memory-plane
Draft

ADR-021: Memory plane and pluggable recall#94
mostlydev wants to merge 1 commit intodocs/adr-020-compiled-tool-mediationfrom
docs/adr-021-memory-plane

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Summary

Stacked on top of #92.

  • adds ADR-021 for the ambient memory plane as a compiled capability
  • defines how memory fits ADR-020 without collapsing into feeds or tools
  • keeps session history as the immutable substrate from ADR-018
  • adds the companion implementation plan for pluggable recall and governed retention

Review context

This PR is intentionally scoped to docs only:

Key decisions:

  • memory is a sibling compiled capability alongside feeds and tools
  • ambient recall/retain are mediated by cllama in v1
  • explicit memory tools may still exist, but they are complementary
  • backfill is first-class and ADR-018 Phase 2 is a prerequisite for a supported rollout
  • operators should prefer one ambient memory plane rather than mixing infra memory with runner-native injection

Test plan

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