sync: update tests/test_upgrade_infrastructure.py

sync: update tests/test_pedi.py

sync: update tests/ablation_suite.py

sync: update tests/ablation_runner.py

sync: update requirements.txt

sync: update pyproject.toml

sync: update metrics/pedi.py

sync: update memory/dmu.py

sync: update interfaces/web_app.py

sync: update interfaces/main.py

sync: update interfaces/api.py

sync: update docs/FALSIFIABILITY.md

sync: update core/unified_memory.py

sync: update core/tools.py

sync: update core/task_mutator.py

sync: update core/svalbard_vault.py

sync: update core/security_defense.py

sync: update core/retry_wrapper.py

sync: update core/prompt_builder.py

sync: update core/plugins/self_eval.py

sync: update core/plugins/explorer.py

sync: update core/plugins/emotion.py

sync: update core/local_llm.py

sync: update core/history.py

sync: update core/dmu_scoring.py

sync: update core/config.py

sync: update core/commands.py

sync: update core/cognitive_orchestrator.py

sync: update core/brain.py

sync: update config_adapter.py

sync: update README.md

sync: update LICENSE

sync: update DRIFT_PROGRESS_REPORT_2026-05-22.md

sync: update .gitignore

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fix(api): handle rate limits with exponential backoff

fix(ui): resolve scroll issues in web dashboard

feat(ui): rewrite Phi Glyph System with live Canvas visualization

fix(ui): restore glyph template

fix(ui): restore observatory template

fix(gitignore): allow interfaces/templates/*.html

force upload observatory.html