CHANGELOG.md
COMPLIANCE.md
CONTRIBUTING.md
DEPLOY.md
LICENSE
MANIFEST.in
NOTICE
README.md
SECURITY.md
pyproject.toml
benchmarks/__init__.py
benchmarks/clinical/__init__.py
benchmarks/clinical/patients.py
benchmarks/clinical/run.py
benchmarks/common/__init__.py
benchmarks/common/llm_client.py
benchmarks/common/metrics.py
benchmarks/common/schema.py
benchmarks/common/vayl_client.py
benchmarks/evaluations/compare_systems.py
benchmarks/evaluations/eval_adversarial.py
benchmarks/evaluations/eval_graph.py
benchmarks/evaluations/eval_reconcile.py
benchmarks/evaluations/graph_headtohead.py
benchmarks/evaluations/messy_eval.py
benchmarks/evaluations/rep_eval.py
benchmarks/evaluations/retraction_battery.py
benchmarks/evaluations/scale_bench.py
benchmarks/load/__init__.py
benchmarks/load/concurrency.py
benchmarks/load/integrity.py
benchmarks/locomo/__init__.py
benchmarks/locomo/prompts.py
benchmarks/locomo/run.py
benchmarks/scripts/run_eval_gpt4omini.sh
benchmarks/stress/stress_test.py
docs/cursor.md
docs/api-reference/README.md
docs/api-reference/SUMMARY.md
docs/api-reference/health-probes.md
docs/api-reference/mcp-endpoint.md
docs/api-reference/metrics.md
docs/changelog/README.md
docs/changelog/SUMMARY.md
docs/changelog/2026/v0.1.0-initial-release.md
docs/changelog/2026/v0.2.0-onboarding-and-clients.md
docs/changelog/2026/v0.3.0-fastmcp-migration.md
docs/changelog/2026/v0.4.0-adapters-tenants-and-hardening.md
docs/changelog/2026/v0.5.0-performance-migrations-and-request-ids.md
docs/changelog/2026/v0.5.1-hardening-patch.md
docs/changelog/2026/v0.6.0-approval-gate-http-fix-and-correct-defaults.md
docs/changelog/2026/v0.7.0-tenant-isolation-and-correctness.md
docs/changelog/2026/v0.8.0-fastmcp-4-and-mcp-sdk-v2.md
docs/documentation/README.md
docs/documentation/SUMMARY.md
docs/documentation/how-vayl-works.md
docs/documentation/core-concepts/authentication-and-access.md
docs/documentation/core-concepts/core-concepts.md
docs/documentation/core-concepts/memory-spaces.md
docs/documentation/development/contributing.md
docs/documentation/development/local-development.md
docs/documentation/getting-started/calling-vayl-from-code.md
docs/documentation/getting-started/quickstart.md
docs/documentation/getting-started/your-first-memory.md
docs/documentation/guides/deploying-vayl-server.md
docs/documentation/guides/guides.md
docs/documentation/guides/local-models-with-ollama.md
docs/documentation/guides/safety-gates-and-human-approval.md
docs/documentation/guides/tutorial-a-customer-support-assistant.md
docs/documentation/guides/tutorial-a-hospital-medication-assistant.md
docs/documentation/integrations/README.md
docs/documentation/integrations/agent-frameworks.md
docs/documentation/integrations/claude-code.md
docs/documentation/integrations/cursor.md
docs/documentation/mcp-tools/README.md
docs/documentation/mcp-tools/accountability.md
docs/documentation/mcp-tools/administration.md
docs/documentation/mcp-tools/compliance-gdpr.md
docs/documentation/mcp-tools/memory.md
docs/documentation/mcp-tools/safety-and-gating.md
docs/documentation/mcp-tools/the-mcp-interface.md
docs/documentation/reference/cli.md
docs/documentation/reference/configuration.md
docs/documentation/reference/glossary.md
docs/documentation/reference/http-endpoints.md
docs/documentation/reference/reference.md
docs/documentation/reference/troubleshooting.md
docs/documentation/why-vayl/README.md
docs/documentation/why-vayl/auditable-gated-memory-for-high-stakes-ai-agents.md
docs/documentation/why-vayl/memory-for-ai-agents-that-cant-be-wrong.md
docs/documentation/why-vayl/why-your-agents-memory-returns-stale-facts.md
docs/help-center/README.md
docs/help-center/SUMMARY.md
docs/help-center/admin/how-do-roles-and-permissions-work.md
docs/help-center/admin/managing-api-keys.md
docs/help-center/admin/sso-configuration-guide.md
docs/help-center/community/contributing-to-vayl.md
docs/help-center/getting-started/getting-started-checklist.md
docs/help-center/getting-started/how-do-i-use-a-local-model-instead-of-openai.md
docs/help-center/getting-started/whats-the-difference-between-forget-and-delete.md
docs/home/README.md
docs/home/SUMMARY.md
src/vayl/__init__.py
src/vayl/cli.py
src/vayl/client.py
src/vayl/config.py
src/vayl/demo.py
src/vayl/api/__init__.py
src/vayl/api/mcp_server.py
src/vayl/api/server.py
src/vayl/auth/__init__.py
src/vayl/auth/auth.py
src/vayl/auth/sso.py
src/vayl/integrations/__init__.py
src/vayl/integrations/_common.py
src/vayl/integrations/crewai.py
src/vayl/integrations/langgraph.py
src/vayl/integrations/openai_agents.py
src/vayl/licensing/__init__.py
src/vayl/licensing/license.py
src/vayl/licensing/mint_license.py
src/vayl/licensing/receipts.py
src/vayl/memory/__init__.py
src/vayl/memory/decisions.py
src/vayl/memory/llm_client.py
src/vayl/memory/llm_memory.py
src/vayl/memory/orgmemory.py
src/vayl/memory/reconcile.py
src/vayl/memory/retrieval.py
src/vayl/memory/schema.py
src/vayl/presets/__init__.py
src/vayl/presets/assistant.json
src/vayl/presets/clinical.json
src/vayl/presets/coding.json
src/vayl/presets/finance.json
src/vayl/presets/sales.json
src/vayl/presets/support.json
src/vayl/security/__init__.py
src/vayl/security/audit.py
src/vayl/security/crypto.py
src/vayl/security/kms.py
src/vayl/security/safety.py
src/vayl/storage/__init__.py
src/vayl/storage/db.py
src/vayl/storage/graph_store.py
src/vayl/storage/migrations.py
src/vayl/storage/store.py
src/vayl/telemetry/__init__.py
src/vayl/telemetry/metrics.py
src/vayl_mcp.egg-info/PKG-INFO
src/vayl_mcp.egg-info/SOURCES.txt
src/vayl_mcp.egg-info/dependency_links.txt
src/vayl_mcp.egg-info/entry_points.txt
src/vayl_mcp.egg-info/requires.txt
src/vayl_mcp.egg-info/top_level.txt
tests/test_accountability.py
tests/test_api.py
tests/test_apply.py
tests/test_auth.py
tests/test_client.py
tests/test_clinical_preset.py
tests/test_config.py
tests/test_confirmation.py
tests/test_crewai_adapter.py
tests/test_db.py
tests/test_dedup_prefilter.py
tests/test_demo.py
tests/test_events.py
tests/test_graph_store.py
tests/test_http_pool.py
tests/test_integrations_import.py
tests/test_langgraph_adapter.py
tests/test_licensing.py
tests/test_locomo_harness.py
tests/test_metrics.py
tests/test_openai_agents_adapter.py
tests/test_orgmemory.py
tests/test_postgres.py
tests/test_presets.py
tests/test_recall.py
tests/test_safety.py
tests/test_security.py
tests/test_slots.py
tests/test_store.py
tests/test_store_indexes.py
tests/test_tenant.py
tests/test_tools.py