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ThemisDB Documentation Archive

Archive Updated: February 7, 2026
Version Status: 1.5.0-dev (Alpha, targeting Beta/RC)


Purpose of This Archive

This directory contains archived documentation from various development phases of ThemisDB. These documents are preserved for historical reference but are no longer actively maintained or should not be used for current implementation status.

Current Documentation Hub: docs/00_DOCUMENTATION_INDEX.md


Archive Structure

📁 /gaps/

GAP (Gap Analysis Program) documents from various development phases. These identified missing features and planned implementations that have since been completed or superseded.

📁 /roadmaps/

Historical roadmap documents showing the planned evolution of ThemisDB features. Current roadmap information is in CHANGELOG.md and release notes.

📁 /todos/

TODO lists and task tracking documents from earlier development phases. Current tasks are tracked via GitHub Issues and Projects.

📁 /implementation-summaries/

Implementation summary documents from completed features and migrations. These provide historical context for major system changes.


Archived Documents

LLM Documentation Archive (January 19, 2026)

1. EXECUTIVE_SUMMARY_GAPS_ANALYSIS.md

Original Date: January 15, 2026
Status:OUTDATED - Do Not Use

Why Archived:

  • Written during early development phase
  • Claimed "60% complete" when actual status is 100%
  • Reported "stubs" and "simulations" that don't exist in current code
  • Assessment was valid at time of writing but gaps have been closed

Superseded By:

  • docs/LLM_CORE_STATUS_MASTER.md (comprehensive audit)
  • docs/LLM_CORE_AUDIT_REPORT.md (detailed findings)

Key Discrepancies:

Claim in Archive Actual Status (Audit)
"60% Complete" 100% Complete
"Stub implementations" 0 stubs in core
"Dummy embeddings" Real embeddings from base model
"Sleep simulations" 0 sleep in inference paths
"ThemisDB loading unimplemented" Fully implemented

Historical Context: This document was an investigation report identifying work to be done, not a status report of completed work. It served its purpose in January 2026 by highlighting gaps that needed fixing. Those gaps have since been closed.

Use Case: Historical reference only - to understand what gaps existed in mid-January 2026


2. LLM_LORA_README.md (if archived)

Status: May be archived if found to contain conflicting LoRA status

Reason: Would contradict current LoRA framework status

Superseded By: docs/LLM_CORE_STATUS_MASTER.md Section 5

GAP, Roadmap, and TODO Archive (February 7, 2026)

GAP Analysis Documents

Historical gap analysis documents moved to /gaps/ subdirectory. These identified missing features during development that have been completed.

Current Status Tracking: GitHub Issues and Milestones

Roadmap Documents

Historical roadmaps moved to /roadmaps/ subdirectory. These planned feature evolution across versions.

Current Roadmap: CHANGELOG.md and Release Notes

TODO Documents

Task lists and planning documents moved to /todos/ subdirectory.

Current Task Tracking: GitHub Issues and Project Boards

Implementation Summaries

Historical implementation summaries moved to /implementation-summaries/ subdirectory.

Current Documentation: Feature-specific docs in main docs tree

Documentation Hygiene Archive Update (Current Cleanup Pass)

The following historical root-level documents were moved into this archive structure during the documentation hygiene cleanup pass:

  • /gaps/GAP_ANALYSIS_SUMMARY.md
  • /implementation-summaries/GAP_IMPLEMENTATION_SUMMARY.md
  • /implementation-summaries/LLM_DEPLOYMENT_PLUGIN_SUMMARY.md
  • /implementation-summaries/METADATA_IMPLEMENTATION_SUMMARY.md
  • /implementation-summaries/REVIEW_SUMMARY.txt
  • /todos/issue_3491_sub_issue_1.md

The following active status documents were moved out of the repository root into active documentation areas instead of being archived:

  • docs/development/CURRENT_STATUS.md
  • docs/development/DEVELOPMENT_STATUS.md
  • docs/en/llm/EUROPEAN_ACADEMIC_MODELS_GUIDE.md

Documents NOT Archived (Keep Active)

LLM_IMPLEMENTATION_COMPLETE.md ✅

Reason: 95% accurate, only minor vision caveat missing
Action: Added cross-reference to Master for completeness

IMPLEMENTATION_STATUS_FINAL.md ✅

Reason: Accurate core assessment (100%), integration status outdated but useful historical record
Action: Added note about integration progress since publication

LLM_CORE_VERIFICATION_REPORT.md ✅

Reason: Detailed component verification, mostly accurate
Action: Added header pointing to Master for complete picture

INTEGRATION_REVIEW_AND_SEQUENCE.md ✅

Reason: Detailed integration planning, still relevant
Action: Update integration percentages to reflect current state


How to Use This Archive

For New Team Members

  • DO: Read archived docs for historical context
  • DON'T: Rely on them for current status
  • START HERE: docs/LLM_CORE_STATUS_MASTER.md

For Project Managers

  • DO: Reference Master document for status
  • DON'T: Quote percentages from archived docs
  • CITE: LLM_CORE_STATUS_MASTER.md in all communications

For Code Reviewers

  • DO: Use audit report findings as evidence
  • DON'T: Flag "gaps" already closed
  • CHECK: LLM_CORE_AUDIT_REPORT.md for detailed analysis

Archive Governance

When to Archive Documentation

Documents should be archived when:

  1. ✅ Superseded by more accurate/recent assessment
  2. ✅ Contains significant factual errors
  3. ✅ Causes confusion among stakeholders
  4. ✅ Contradicts code audit findings

When to Keep Documentation

Documents should be kept when:

  1. ✅ Mostly accurate (>90%)
  2. ✅ Provides unique historical value
  3. ✅ Contains useful implementation details
  4. ✅ Can be updated with minor corrections

Restoration Policy

Archived documents will not be restored unless:

  • Code audit is proven incorrect (requires re-audit)
  • Implementation regresses to match archived assessment
  • Historical context requires unarchival

References

Current Documentation

  • Master Status: docs/LLM_CORE_STATUS_MASTER.md
  • Detailed Audit: docs/LLM_CORE_AUDIT_REPORT.md
  • Decision Matrix: docs/LLM_CORE_DECISION_MATRIX.md

Audit Evidence

  • Audit Date: January 19, 2026
  • Auditor: GitHub Copilot Agent
  • Scope: Complete LLM Core (6 components)
  • Confidence: 95-100% per component

Conflict Resolution History

January 15, 2026

  • EXECUTIVE_SUMMARY_GAPS_ANALYSIS.md published
  • Identified gaps during development phase

January 18, 2026

  • LLM_IMPLEMENTATION_COMPLETE.md published
  • Claimed 100% completion (mostly accurate)

January 19, 2026

  • Comprehensive code audit conducted
  • Master documentation established
  • Conflicting docs archived
  • Truth definitively determined

Stakeholder Notice

Effective Date: January 19, 2026

All stakeholders are notified that:

  1. Single Source of Truth: docs/LLM_CORE_STATUS_MASTER.md
  2. Archived Docs: Historical reference only, not current status
  3. Decision Authority: Code audit findings override all previous claims
  4. Communication: Cite Master document in all status updates

Archive Maintained By: ThemisDB LLM Team
Last Updated: January 19, 2026
Next Review: After v1.3.6 release