Case Study / Public Platform / Confirmed Experience

UAIX AI Memory Package Wizard

A public-platform case study for AI memory, file handoff, project handoff, and compact AI handoff state mapped to long-term Architecture Notes research.

Portfolio label: Confirmed Experience Evidence category: ai-assisted-engineering-governance

Problem / constraint

What needed structure

AI-assisted engineering loses continuity when source files, decisions, constraints, and current state are scattered across chats, one-off notes, and non-reviewable prompts.

Legacy risk

What could regress

AI-assisted handoff has to be useful to the next reviewer without granting autonomous execution authority or replacing human approval.

Validation method

How the claim is checked

Validate JSON exports, mirror alignment, package read order, and generated-needs-review status for safety anchors before release packaging.

Architecture strategy

How the proof is structured.

Architecture evidence is presented with private implementation details abstracted and explicit not-claimed boundaries.

Model handoff files as explicit read-order and approval-boundary artifacts. Separate generated-needs-review memory from user-approved wording. Expose public discovery surfaces while keeping private helper data PHP-guarded. Validate JSON mirrors and package manifests as part of each release pass.

Implementation evidence

  • AI handoff front-door files define identity, world context, short-term memory, coding standards, and approval-boundary anchors.
  • Architecture Notes records preserve long-term Architecture Notes instead of repeating long histories inside active memory.
  • Public JSON and llms files expose review order while private helpers remain PHP-guarded.

Result / current status

Public platform and package-level evidence surface; private implementation details are not published.

Technologies

UAIX AI handoff AI Memory Project Handoff File Handoff Markdown JSON WordPress REST

Technical value

  • AI memory as a structured engineering artifact
  • Agent handoff with reviewable state
  • Separation of compact active memory from durable research

Not claimed / boundary

  • No claim of autonomous execution authority.
  • No claim that every downstream agent will preserve truth after handoff.
  • Totem and taboo language remains architecture lab until Mike supplies approved wording.

Related architecture notes

  • /docs/uai-memory-handoff-map.md
  • /docs/long-term-memory-map.md
  • /docs/source-governance.md

Related AI handoff reference

AI handoff memory package

Related static structured data

  • /case-studies.json
  • /evidence-map.json

Suggested reviewer path

  1. /
  2. /case-studies/
  3. /evidence-map/
  4. /research-dashboard/
  5. /llms-full.txt