Narrows the 3.7.0 slice to the feature users actually get: RFC 003 agent
coordination (events, artifacts, patch handoffs) plus the multi-master
logstream sync that makes it work across machines.
Removed, deferred with the rest of RFC 004:
- replica_sync.py / vector_cache.py and the `mempalace replica` CLI
- the /snapshot/* hub endpoints they backed
- website/concepts/replicated-palace.md
Memory read replicas were a leaf on the dependency graph (nothing in the
logstream path imports them), and shipping them half-done meant documenting
a mesh whose memory does not actually converge. Dropping them lets the docs
say one true thing instead of two hedged ones: coordination syncs, memory
stays local, point every agent at one hub if you want shared recall.
Fixes a bug found by running it: _start_peer_sync_thread() read peers.json
once at startup and returned early when absent, so a hub started before
peers.json was written never synced — silently, forever. That is the order
the guide tells users to follow. Membership is now re-read every round.
Verified on two live hubs: delegation loop end-to-end, verbatim patch
round-trip by sha256, bidirectional sync, CLI sync alongside a live hub,
and automatic convergence 15s after writing peers.json with no restart.
The website pages arrived from the full RFC 004 branch and documented the
memory op-log, `mempalace oplog`, and automatic bidirectional memory
convergence. None of that is in this slice: the CLI has logstream, artifact,
and replica, and memory moves by one-way `replica pull`.
- cli.md: drop the `mempalace oplog` section (the command does not exist);
note that full convergence is staged.
- replicated-palace.md: split the sync table into shipping (coordination,
multi-master) vs next (memory ops, bidirectional); say plainly that two
machines capturing independently do not merge yet.
- shared-brain.md: mark step 3 a pull you re-run, not a converging loop.
- RFC 004: record which steps landed.
Every hub now advertises a self-derived node profile: roles
(replica/agents/compute), resolved accelerator + embedder, live drawer
count, hardware string, advertised_at. Every field is derivation from
what the daemon observes about itself — never configuration, so mesh
dashboards render what each machine reported, not what a UI guessed.
Profiles ride the existing sync surfaces: /sync/version_vector gains
additive profile/profiles fields, each round's stats carry them, and
carriers relay profiles for origins they only know transitively —
/sync/peers now serves per-peer profiles plus origin_profiles keyed by
replica id. Unreachable peers keep their last advertised profile.
New MCP tool mempalace_mesh_peers returns exactly the /sync/peers
payload from the same producer function, so the desktop app consumes
the estate through the existing bridge — one integration, one token
path, and the tool and endpoint can never drift. Tokens are never in
the payload, asserted in tests.
(cherry picked from commit f31d0904167f5463285ae78de335bcea304ed71a)
The docs ended at the single-hub logstream era; the mesh has since gone
from RFC to production. This brings the site current:
- NEW concepts/replicated-palace.md: one logical palace across N
machines — the availability invariant, the three layers, ops/HLC/
version vectors, gossip convergence, snapshot bootstrap + peers.json,
distributed embedding (sync the facts, derive the senses), the
/sync/peers estate surface, and the trust story (bearer tokens today,
mesh identity next). Status-honest: the memory op-log is documented
AS the dual-write shadow it currently is, with oplog verify named as
the cutover gate.
- reference/cli.md: mempalace replica (pull/embed-cache), mempalace
oplog (status/sync/fold/verify), logstream sync — with the
operational rules (hub-stopped pulls, quiescent origins,
MEMPALACE_SYNC_HTTP_TIMEOUT for big bootstraps).
- guide/shared-brain.md: new 'From hub to mesh' section — the
three-step join recipe and why the mesh removes the hub as a single
point of failure; See-also links updated.
- Sidebar: Replicated Palace under Concepts.
Example hostnames throughout; vitepress build clean.
(cherry picked from commit 63c2c3c20fcd350b8aca6b3249dd1a08ba5ecc22)
GET /logstream/stream on the hub HTTP transport: bearer-authenticated
Server-Sent Events with the event_list filter set, since_event_id /
Last-Event-ID replay-then-tail resume (live tail only without a cursor,
via new Logstream.latest_event_id), ~15s heartbeat comments, and a
bounded client pool (MEMPALACE_SSE_MAX_CLIENTS, default 8; 503 +
Retry-After on cap). Frames carry the exact event_list JSON envelope —
the compat surface promised to the PalaceMind desktop viewer.
Also fixes a latent hub-starvation hazard the first SSE consumer would
have tripped: do_POST serialized every request under the global HTTP
lock, so one agent's five-minute event_wait long-poll blocked the whole
fleet. Logstream tools (own WAL db, no Chroma/KG state) now dispatch
lock-free via _http_dispatch; everything else keeps the global lock.
Requested by claude-fable-5-windows for the PalaceMind live viewer
(correlation palacemind_desktop_logstream_viewer). Full suite: 3411
passed.
(cherry picked from commit a7c720507974acc2f02957ac24b7045503ad74da)
- website/concepts/agent-logstream.md: event/artifact model, delegation
loop, coordination-vs-memory table; added to the sidebar.
- website/reference/mcp-tools.md: schemas for the seven logstream tools;
tool count 35 -> 42 (README updated to match).
- website/reference/cli.md: mempalace logstream / mempalace artifact.
- website/guide/remote-server.md: hub doubles as agent coordination bus.
- integrations/shared/coordination-protocol.md: canonical shared-brain
protocol (identity, delegation loop, hard rules) with a copy-paste
system-prompt snippet; linked from recall-protocol.md and the
mempalace-recall skill so recall and coordination never blur.
(cherry picked from commit 1ff312511aef39abbe4638bdc23301266f87dbe6)
Part of #875. Bring the VitePress site into line with the new README
and the reproducibility scorecard: drop category-error comparisons,
drop retracted claims, retain only metrics and caveats that survive
audit.
website/index.md
- New tagline matches README (local-first, verbatim, pluggable backend,
96.6% R@5 raw, zero API calls).
- Replace the "MemPalace hybrid 100% / Supermemory ~99% / Mastra
94.87% / Mem0 ~85%" comparison table with a single honest table
showing MemPalace's own retrieval-recall numbers (raw 96.6%,
hybrid v4 held-out 98.4%). Add an explicit sentence explaining why
we no longer publish a cross-system table on the landing page
(retrieval recall vs QA accuracy are different metrics).
- Soften the "ChromaDB-powered vector search" feature blurb to be
backend-agnostic, since the retrieval layer is pluggable.
website/reference/benchmarks.md
- Full rewrite of the retrieval-recall tables. No more "100%"
headline; honest held-out 98.4% R@5 replaces it. Added the
model-agnostic rerank result (99.2% R@5 / 100% R@10 with
minimax-m2.7 via Ollama) to show the pipeline is not Haiku-specific.
- Drop the LoCoMo "Hybrid v5 + Sonnet rerank (top-50) 100%" row.
With per-conversation session counts of 19-32 and top_k=50, the
retrieval stage returns every session by construction — the number
measures an LLM's reading comprehension, not retrieval.
- Drop the cross-system comparison tables. Link out to each project's
own research page (Mastra, Mem0, Supermemory) for their published
numbers and metric definitions.
- Rewrite reproduction commands to use the correct repository and
demonstrate the new --llm-backend ollama flag.
website/concepts/the-palace.md
- Remove the "+34%" row / paragraph. Wing/room filtering is standard
metadata filtering in the vector store, not a novel retrieval
mechanism — the April-7 note already retracted that framing; this
finishes the retraction on the website where it had remained.
website/guide/searching.md
- Same treatment for "34% retrieval improvement". Reframe as
operational scoping, not a novel boost.
website/reference/contributing.md
- Update the "palace structure matters" bullet to reflect the same
framing: scoping-not-magic.
website/concepts/knowledge-graph.md
- Replace the MemPalace-vs-Zep feature matrix with a short "related
work" note that links to Zep's own documentation for authoritative
details on their deployment model. Avoids claims we cannot verify
at source.
Igor Lins e Silva
Ben Sigman