feat(memory): drive TinyMemory's agent lifecycle around every turn by senamakel · Pull Request #6993 · tinyhumansai/openhuman

senamakel · 2026-10-04T16:57:25Z

Summary

Memory now runs TinyMemory's agent memory lifecycle (tinymemory#194, released in v1.23.0) around every agent turn, using its hooks:
- pre-turn: the user turn is logged and a token-budgeted memory pack is recalled;
- injection: the pack rides every model request of the turn, never persisted;
- post-turn: the reply is logged with its tool calls;
- compaction: recalled memory is added to the checkpoint;
- session start: after a compacted resume, the thread's earlier turns lead the pack.
Belief builds run from a persisted background job queue (memory_background cron).
Documents live in a shared brain filed by source type (pdf, markdown, notion, github, web, …).
Removed legacy memory plumbing:
- the cron-compiled context.md and its injection;
- per-thread conversation batching, the idle flusher and the exit flush;
- the nested per-agent namespace tree;
- the memory_context_* and memory_conversations_get/set RPCs;
- dead v1 leftovers: tests/memory_roundtrip_e2e.rs, examples/run_memory_reconcile.rs, and the iMessage scanner's call to the removed memory_doc_ingest.
Per-agent memory with a host binding:
- each agent's conversations live at agent:<id> under a layout root, while learnings and the brain are shared;
- teams get their own root;
- coordinating hosts (e.g. OpenCompany) bind each agent with [memory] agent_id / root or openhuman_embed::AgentSpec::memory(MemoryBinding::new(id).root(root)).
New RPCs and UI:
- RPCs: policy_get/set, pack_preview, agents_list, brain_sources/search/ingest/forget, jobs_list/run;
- Memory page chips: engine, ask (with Pack preview), explorer, learnings (built beliefs marked), conversations, brain, background, settings.

Problem

memory-v2 still carried its own host machinery that TinyMemory now provides as a standard lifecycle:
- turn batching with idle and exit flushes;
- a periodic context.md brief that reached new threads only;
- compaction that never consulted memory;
- a namespace tree that did not match TinyMemory's layout.
Hosts reusing OpenHuman agents had no way to give each agent its own memory.
Hosted memory calls did not carry x-sdk-name. Every other backend caller does.

Solution

Crates. vendor/tinymemory moves to v1.23.1, which includes tinymemory#196. The tinymemory facade is replaced by tinymemory-api, tinymemory-tools and tinymemory-integrations.
memory::scope. MemoryIdentity resolves to a layout root and a memory agent id. Order: host binding, then [memory.agents.<def>] agent_id/root/recall, then team root, then the definition id.
memory::lifecycle:
- hooks (pre_turn, post_turn, compaction) are bounded by timeouts and never fail a turn;
- jobs is the persisted, de-duplicated queue, delayed by build_delay_secs and paused with the scheduler gate;
- views serves the UI RPCs.
Wiring in the agent loop:
- pre-turn runs in the session host's before_turn, concurrently with request enrichment;
- MemoryPackMiddleware injects with push_ephemeral_instruction, so the transcript and prefix cache are untouched;
- post-turn runs after the durable commit, under the session's own config;
- MemoryRecallSummarizer wraps the compaction summarizer;
- the turn's MemoryTurn rides OpenHumanRunContext.
memory::guard::ScrubbingEngine. It wraps every bound engine, so all write paths are scrubbed, including TinyMemory's own lifecycle writes.
Sync and channels:
- source sync files items into the brain by source type and queues one belief build per source;
- channel forget now goes through recorded channel→thread pairs, since lifecycle turn items carry no channel tag.
Kept and renamed:
- the single memory tool keeps the same actions, confined to the identity's layout;
- omit_memory_context now means "no per-turn pack for this agent";
- the Tools panel's three dead memory toggles become one memory toggle, with legacy ids mapped.
Upstream. tinymemory#196 adds CortexEngine::with_default_headers / EngineSettings::headers. The hosted engine now sends the transport's attribution headers.

Submission Checklist

Tests added or updated:
- unit tests for scope, hooks, jobs, views, guard, brain, channels, backfill, the middleware, the compaction summarizer and the session-host window;
- tests/memory_v2_e2e.rs, rewritten for the new RPCs, plus a full web-chat turn. The turn asserts that the pack reaches the inference request, that both turns are logged with x-sdk-name, and that no pack is in the transcript;
- embed AgentSpec::memory;
- Vitest for every changed memory tab.
Diff coverage ≥ 80%: not measured locally yet (tests deferred, see Validation).
Coverage matrix updated (docs/TEST-COVERAGE-MATRIX.md rows 8.2.x).
Affected feature IDs listed under Related.
No new external network dependencies (the mock backend is used).
N/A Manual smoke checklist: no release-cut surface changed beyond the Memory page.
N/A Linked issue: none.

Impact

Desktop, web and CLI: every user-authored turn makes one bounded memory round trip before the model runs (default timeout 1.5 s). Turns never block on memory.
Prompt cache. The pack is request-only (a tail system message, or a note on the tail message for system-hoisting models), so the cached prefix and the persisted transcript are unchanged.
Migration:
- retired config keys are ignored;
- the retired memory_context_refresh cron row is removed at startup;
- existing items stay readable (everything under the default root is in the holistic reach).
Breaking RPC change: memory_context_* and memory_conversations_get/set are gone. The UI is updated in this PR.

Closes: N/A
Includes tinymemory#196 (attribution headers), merged and released in v1.23.1. vendor/tinymemory is pinned to that tag (4b18323).
Builds on tinymemory#194 (agent memory lifecycle, merged).
Feature IDs: memory.turn_pack (replaces memory.context), memory.documents (Brain), memory.conversations, memory.agent_namespaces.
Follow-ups:
- full-suite and coverage run (deferred);
- run app/test/playwright/specs/memory-v2.spec.ts;
- pre-existing agent-run-turn-test 8 MB stack overflows in channels::tests::discord_integration (reproduced on main 7a671ae344).

AI Authored PR Metadata (required for Codex/Linear PRs)

Linear Issue

Key: N/A
URL: N/A

Commit & Branch

Branch: memory-lifecycle
Commit SHA: see head

Validation Run

pnpm --filter openhuman-app format:check: clean
pnpm typecheck: clean
Focused tests:
- core memory, session_host, middleware, summarizer, cron, config, channels and about_app unit tests: pass;
- memory_v2_e2e: 15/15;
- embed runtime_agents + public_api: pass;
- Vitest memory/pages/api/tools/conversations/i18n suites: pass.
Rust fmt/check: cargo fmt, cargo check --workspace --tests --examples, product-feature test build, pnpm rust:clippy, pnpm rust:layout and the feature-forwarding check are all clean.
Tauri fmt/check: cargo check --manifest-path crates/openhuman-app/Cargo.toml is clean.

Validation Blocked

command: the full cargo test -p openhuman --lib run and the Playwright memory spec.
error: deferred on request. Partial runs abort on agent-run-turn-test stack overflows in the discord_integration tests, which also overflow on main.
impact: unrelated tests may still fail; they will be run before this is marked ready.

Behavior Changes

Intended behavior change: memory is recalled before every turn and every turn is logged; there is no context.md any more.
User-visible effect:
- the new Memory tabs (Brain, Background, Settings, Pack preview);
- memory chips on answers show what the pack cited.

Parity Contract

Legacy behavior preserved:
- engine selection and engine RPCs;
- recall, fetch, learn, forget and explore;
- sources and backfill;
- the v1 import;
- the memory tool's name and actions;
- the MCP memory tools.
Guard/fallback/dispatch parity checks: memory off still answers MEMORY_OFF, and no turn depends on memory.

Duplicate / Superseded PR Handling

Duplicate PR(s): none
Canonical PR: this
Resolution: N/A

Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>

…ps/connect/memory_tests.rs,crat Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>

Looking at the diff: 1. `Cargo.lock` changes: The `tinymemory` package is removed, and its dependencies are restructured. `tinymemory-api` version goes from 2.0.0 to 1.23.0. New packages `tinymemory-integrations` and `tinymemory-tools` appear. The old packages `tinymemory-conformance`, `tinymemory-context`, `tinymemory-cortex`, `tinymemory-documents`, `tinymemory-import`, `tinymemory-safety`, `tinymemory-sources` are removed. The main crate now depends on `tinymemory-api`, `tinymemory-integrations`, `tinymemory-tools` instead of `tinymemory`. 2. Multiple test files are deleted: - `crates/openhuman-core/src/memory/auto_recall/auto_recall_tests.rs` (570 lines deleted) - `crates/openhuman-core/src/memory/ops/documents_tests.rs` (323 lines deleted) - `crates/openhuman-core/src/memory/ops/files_tests.rs` (269 lines deleted) Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>

The change is in `crates/openhuman-core/src/memory/sources/sync.rs`. It: 1. Removes the import of `apply_kind_defaults` from `tinymemory_integrations::sources`. 2. Adds a new local function `apply_kind_defaults` that fills per-kind read caps the user did not set: GitHub repo reads at most 10 PRs, 10 issues, 50 commits; a feed at most 20 items. The doc comment says "How much a sync pulls is host policy, so it lives here rather than in the readers." Wait — but the new function is defined but is it called? The diff shows the function added after `reader_entry` and before `sync_one`. The diff doesn't show a call site being added... Let me check. The diff only shows the import change and the function addition. Hmm, the stat says 18 insertions, 1 deletion. The import line change is 1 insertion + 1 deletion, and the function is 17 lines (including doc comment and blank line). Let me count: +/// Fills the per-kind read caps the user did not set: a GitHub repo reads at +/// most 10 PRs, 10 issues and 50 commits, a feed at most 20 items. How much a Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>

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…ests.rs Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>

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…e diff section is empty, and th Hmm, the diff is empty. The file is `jobs_tests.rs` in a memory lifecycle module. Since there's no diff content, I have to infer: the file appears to be added (it's listed as a file, untracked among them: none means it's tracked? Actually "Untracked among them: none" means none of the files are untracked). Stat is empty, diff is empty. Given the filename `jobs_tests.rs`, this is a test file for lifecycle jobs. The most reasonable commit would be `test(memory): add tests for lifecycle jobs` or similar. But wait — with an empty diff, maybe the change is trivial. The instructions say omit the description entirely for a trivial change. But we can't know it's trivial. The safest interpretation: a new test file was added for memory lifecycle jobs. Subject: `test(memory): add tests for lifecycle jobs` — under 72 chars, imperative, lowercase. Scope: could be `memory` or `memory-lifecycle` or omitted. The path is crates/openhuman-core/src/memory/lifecycle/jobs_tests.rs. Scope `memory` seems fine. Description: one or two Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>

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Refresh the vendored tinymemory dependency to its latest revision and adjust the MemoryBrainTab tests to match. Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>

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…oks/developing/architecture/mem Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>

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…ME.ko.md,docs/README.ur-pk.md,d Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>

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When the memory summarizer runs compaction, it now removes any "Recalled from memory" section carried over from a previous checkpoint before appending the new recall. This prevents the summary from accumulating multiple recall sections across successive compactions, keeping the output clean and avoiding redundant context. Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>

coderabbitai · 2026-10-04T16:57:34Z

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README.md
app/src/components/memory/MemoryAskTab.test.tsx
app/src/components/memory/MemoryAskTab.tsx
app/src/components/memory/MemoryBackgroundTab.test.tsx
app/src/components/memory/MemoryBackgroundTab.tsx
app/src/components/memory/MemoryBrainIngestDialog.tsx
app/src/components/memory/MemoryBrainSearch.tsx
app/src/components/memory/MemoryBrainTab.test.tsx
app/src/components/memory/MemoryBrainTab.tsx
app/src/components/memory/MemoryContextTab.test.tsx
app/src/components/memory/MemoryContextTab.tsx
app/src/components/memory/MemoryConversationsTab.test.tsx
app/src/components/memory/MemoryConversationsTab.tsx
app/src/components/memory/MemoryHitRow.tsx
app/src/components/memory/MemoryLearningsTab.test.tsx
app/src/components/memory/MemoryLearningsTab.tsx
app/src/components/memory/MemoryPackPreview.tsx
app/src/components/memory/MemorySettingsTab.test.tsx
app/src/components/memory/MemorySettingsTab.tsx
app/src/components/memory/MemorySyncedSources.test.tsx
app/src/components/memory/MemorySyncedSources.tsx
app/src/components/memory/memoryChips.ts
app/src/components/memory/memoryFormat.ts
app/src/components/memory/memoryHelpers.test.ts
app/src/components/memory/memoryLifecycleLabels.ts
app/src/components/routing/BrainRedirect.test.tsx
app/src/components/routing/BrainRedirect.tsx
app/src/components/settings/panels/ToolsPanel.tsx
app/src/components/settings/settingsRouteElements.test.tsx
app/src/components/settings/settingsRouteElements.tsx
app/src/features/conversations/aui/ChatMemoryChips.test.tsx
app/src/features/conversations/aui/ChatMemoryChips.tsx
app/src/features/conversations/aui/toolkit.tsx
app/src/features/conversations/tools/toolSpecs.ts
app/src/lib/i18n/ar.ts
app/src/lib/i18n/bn.ts
app/src/lib/i18n/de.ts
app/src/lib/i18n/en.ts
app/src/lib/i18n/es.ts
app/src/lib/i18n/fr.ts
app/src/lib/i18n/hi.ts
app/src/lib/i18n/id.ts
app/src/lib/i18n/it.ts
app/src/lib/i18n/ko.ts
app/src/lib/i18n/pl.ts
app/src/lib/i18n/pt.ts
app/src/lib/i18n/ru.ts
app/src/lib/i18n/zh-CN.ts
app/src/pages/Memory.tsx
app/src/pages/__tests__/Memory.test.tsx
app/src/services/api/memoryApi.test.ts
app/src/services/api/memoryApi.ts
app/src/services/rpcMethods.ts
app/src/utils/toolDefinitions.test.ts
app/src/utils/toolDefinitions.ts
app/test/e2e/helpers/shared-flows.ts
app/test/e2e/specs/navigation-settings-panels.spec.ts
app/test/e2e/specs/user-journey-settings-round-trip.spec.ts
app/test/playwright/specs/memory-v2.spec.ts
app/test/playwright/specs/navigation-settings-panels.spec.ts
app/test/playwright/specs/user-journey-settings-round-trip.spec.ts
crates/openhuman-app/src/core_process.rs
crates/openhuman-app/src/imessage_scanner/mod.rs
crates/openhuman-cli/Cargo.toml
crates/openhuman-cli/src/bin/library_profile/harness.rs
crates/openhuman-core/Cargo.toml
crates/openhuman-core/src/agent/session_host/runtime_session.rs
crates/openhuman-core/src/agent/session_host/runtime_session/memory_ingest.rs
crates/openhuman-core/src/agent/session_host/runtime_session/memory_ingest_tests.rs
crates/openhuman-core/src/agent/tinyagents/harness_assembly.rs
crates/openhuman-core/src/agent/tinyagents/harness_assembly_tests.rs
crates/openhuman-core/src/agent/tinyagents/harness_context_ladder.rs
crates/openhuman-core/src/agent/tinyagents/host/run_context.rs
crates/openhuman-core/src/agent/tinyagents/memory_summarizer.rs
crates/openhuman-core/src/agent/tinyagents/memory_summarizer_tests.rs
crates/openhuman-core/src/agent/tinyagents/middleware.rs
crates/openhuman-core/src/agent/tinyagents/middleware/memory_pack.rs
crates/openhuman-core/src/agent/tinyagents/middleware/memory_pack_tests.rs
crates/openhuman-core/src/agent/tinyagents/mod.rs
crates/openhuman-core/src/agent/tinyagents/turn_runner.rs
crates/openhuman-core/src/channels/controllers/ops/connect/memory.rs
crates/openhuman-core/src/channels/controllers/ops/connect/memory_tests.rs
crates/openhuman-core/src/channels/runtime/startup/start_channels.rs
crates/openhuman-core/src/config/schema/memory.rs
crates/openhuman-core/src/config/schema/memory_tests.rs
crates/openhuman-core/src/config/schema/mod.rs
crates/openhuman-core/src/core/events.rs
crates/openhuman-core/src/core/runtime/builder.rs
crates/openhuman-core/src/cron/system_jobs.rs
crates/openhuman-core/src/cron/system_jobs_tests.rs
crates/openhuman-core/src/flows/bus/run_digest.rs
crates/openhuman-core/src/flows/bus_subscriber_tests.rs
crates/openhuman-core/src/flows/bus_tests.rs
crates/openhuman-core/src/flows/memory_tools.rs
crates/openhuman-core/src/flows/memory_tools_tests.rs
crates/openhuman-core/src/flows/tinyflows/memory_adapter.rs
crates/openhuman-core/src/flows/tinyflows/memory_adapter_tests.rs
crates/openhuman-core/src/integrations/composio/ops/sync.rs
crates/openhuman-core/src/memory/README.md
crates/openhuman-core/src/memory/auto_recall/auto_recall_tests.rs
crates/openhuman-core/src/memory/backfill.rs
crates/openhuman-core/src/memory/backfill_tests.rs
crates/openhuman-core/src/memory/brain.rs
crates/openhuman-core/src/memory/brain_tests.rs
crates/openhuman-core/src/memory/bus.rs
crates/openhuman-core/src/memory/bus_tests.rs
crates/openhuman-core/src/memory/channels.rs
crates/openhuman-core/src/memory/channels_tests.rs
crates/openhuman-core/src/memory/context.rs
crates/openhuman-core/src/memory/context_tests.rs
crates/openhuman-core/src/memory/conversations/buffer.rs
crates/openhuman-core/src/memory/conversations/buffer_tests.rs
crates/openhuman-core/src/memory/conversations/mod.rs
crates/openhuman-core/src/memory/conversations/mod_tests.rs
crates/openhuman-core/src/memory/engine.rs
crates/openhuman-core/src/memory/engine_tests.rs
crates/openhuman-core/src/memory/error.rs
crates/openhuman-core/src/memory/error_tests.rs
crates/openhuman-core/src/memory/exit.rs
crates/openhuman-core/src/memory/exit_tests.rs
crates/openhuman-core/src/memory/explore.rs
crates/openhuman-core/src/memory/explore_tests.rs
crates/openhuman-core/src/memory/guard.rs
crates/openhuman-core/src/memory/guard_tests.rs
crates/openhuman-core/src/memory/import.rs
crates/openhuman-core/src/memory/import_tests.rs
crates/openhuman-core/src/memory/lifecycle/hooks.rs
crates/openhuman-core/src/memory/lifecycle/hooks_tests.rs
crates/openhuman-core/src/memory/lifecycle/jobs.rs
crates/openhuman-core/src/memory/lifecycle/jobs_tests.rs
crates/openhuman-core/src/memory/lifecycle/mod.rs
crates/openhuman-core/src/memory/lifecycle/mod_tests.rs
crates/openhuman-core/src/memory/lifecycle/views.rs
crates/openhuman-core/src/memory/lifecycle/views_tests.rs
crates/openhuman-core/src/memory/mod.rs
crates/openhuman-core/src/memory/ops.rs
crates/openhuman-core/src/memory/ops/documents_tests.rs
crates/openhuman-core/src/memory/ops/files_tests.rs
crates/openhuman-core/src/memory/ops/sync_tests.rs
crates/openhuman-core/src/memory/ops_tests.rs
crates/openhuman-core/src/memory/query/ingest_document_tests.rs
crates/openhuman-core/src/memory/schemas.rs
crates/openhuman-core/src/memory/schemas/defs.rs
crates/openhuman-core/src/memory/schemas/handlers.rs
crates/openhuman-core/src/memory/schemas_tests.rs
crates/openhuman-core/src/memory/scope.rs
crates/openhuman-core/src/memory/scope_tests.rs
crates/openhuman-core/src/memory/sources/composio.rs
crates/openhuman-core/src/memory/sources/composio_tests.rs
crates/openhuman-core/src/memory/sources/mod.rs
crates/openhuman-core/src/memory/sources/mod_tests.rs
crates/openhuman-core/src/memory/sources/rpc_tests.rs
crates/openhuman-core/src/memory/sources/sync.rs
crates/openhuman-core/src/memory/sources/sync_tests.rs
crates/openhuman-core/src/memory/status.rs
crates/openhuman-core/src/memory/sync_events_bridge_tests.rs
crates/openhuman-core/src/memory/test_fixtures.rs
crates/openhuman-core/src/memory/tool_memory/capture_tests.rs
crates/openhuman-core/src/memory/tools.rs
crates/openhuman-core/src/memory/tools/goals_tests.rs
crates/openhuman-core/src/memory/tools/store_tests.rs
crates/openhuman-core/src/memory/tools/tool_memory/guard_tests.rs
crates/openhuman-core/src/memory/tools_tests.rs
crates/openhuman-core/src/memory/tree/tree_runtime/cli_tests.rs
crates/openhuman-core/src/memory/types.rs
crates/openhuman-core/src/platform/about_app/catalog_conversation_intelligence.rs
crates/openhuman-core/src/platform/about_app/catalog_tests.rs
crates/openhuman-core/src/security/scrub.rs
crates/openhuman-core/src/tools/user_filter.rs
crates/openhuman-core/src/tools/user_filter_tests.rs
crates/openhuman-embed/src/agent/build.rs
crates/openhuman-embed/src/agent/mod.rs
crates/openhuman-embed/src/agent/spec.rs
crates/openhuman-embed/src/lib.rs
crates/openhuman-embed/tests/runtime_agents.rs
docs/README.de.md
docs/README.ja-JP.md
docs/README.ko.md
docs/README.ur-pk.md
docs/README.zh-CN.md
docs/TEST-COVERAGE-MATRIX.md
docs/library-benchmarking.md
docs/specs/memory-v2.md
examples/run_memory_reconcile.rs
gitbooks/developing/architecture/README.md
gitbooks/developing/architecture/agent-harness.md
gitbooks/developing/architecture/frontend.md
gitbooks/developing/architecture/memory.md
gitbooks/developing/cef.md
gitbooks/features/memory.md
gitbooks/features/native-tools/memory-tools.md
gitbooks/features/personalization.md
gitbooks/features/platform.md
gitbooks/features/privacy-and-security.md
gitbooks/guides/move-to-new-pc.md
gitbooks/guides/personal-assistant.md
gitbooks/guides/privacy-sensitive-data.md
gitbooks/guides/recover-failed-installation.md
scripts/ci/check-openhuman-rust-layout.mjs
tests/in_process/config_auth_app_state_connectivity_e2e.rs
tests/memory_cortexdb_live.rs
tests/memory_roundtrip_e2e.rs
tests/memory_v2_e2e.rs
vendor/tinymemory

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Update the vendored tinymemory submodule to 1.23.1 and refresh Cargo.lock so the tinymemory-api, tin Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>

tinysweeper · 2026-10-04T17:03:39Z

Tiny Sweeper review

⚠️ Review failed for d3fc5eb318c9. the review of #6993 did not finish within 900s

senamakel and others added 30 commits October 4, 2026 18:18

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senamakel and others added 22 commits October 4, 2026 19:28

chore(vendor): update tinymemory submodule

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chore: files changed tests/memory_v2_e2e.rs

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chore(vendor): bump tinymemory to 1.23.1

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senamakel marked this pull request as ready for review October 4, 2026 17:03

senamakel merged commit 9c475c1 into tinyhumansai:main Oct 4, 2026
11 of 22 checks passed

senamakel mentioned this pull request Oct 4, 2026

feat(embed): per-tenant memory facade and host-supplied memory engine #6994

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feat(memory): drive TinyMemory's agent lifecycle around every turn - #6993

feat(memory): drive TinyMemory's agent lifecycle around every turn#6993
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