Diagnosis and phased plan for the board's lag, grounded in the codebase:
the dominant cause is a render storm (orchestrator state hoisted at the
top, every SSE event re-renders all cards; KanbanCard not memoized), plus
a 3s background poll, an N+1 on /board, and per-card status scans.
Covers four phases — memoize (now landed in 292005e), calm the poll, batch
the /board query, and small wins — with a measurement plan and risk notes.
EOF && echo "" && git log --oneline -3
11 KiB
Implementation Board — Performance Plan
Status: Proposal · Scope: apps/api (SQLite backend) + apps/docs (board UI)
Symptom: The kanban board is "functional and good but laggy", especially while an agent run is in flight.
TL;DR — root causes (in priority order)
| # | Cause | Where | Impact |
|---|---|---|---|
| 1 | State hoisting + zero memoization. Orchestrator state (runs, eventsByRun, bevyRunning) lives in KanbanBoardPage. Every streamed SSE event → setState → the entire board re-renders. KanbanCard is not React.memo'd, and props that would enable memo (orch, onOpen) get a new identity every render. |
KanbanBoardPage.tsx, useOrchestrator.ts |
High — this is the dominant cause. During an active run, events stream several/sec → constant full-board re-renders of all 38 cards. |
| 2 | 3 s background poll whenever any run is active (anyRunning ? 3_000 : 10_000). |
useOrchestrator.ts:103 |
Medium — periodic re-renders even with no SSE; re-runs listRuns and re-creates the interval. |
| 3 | N+1 queries in hydrateCard: 3 prepared statements × 38 cards = 114+ round-trips per /board. |
apps/api/src/routes/kanban.ts (hydrateCard) |
Medium — every board load/mutation reconcile pays this. |
| 4 | O(cards × runs) scans each render: each KanbanCard calls orch.isRunning + orch.runForCard + orch.bevyIsRunning, each .filter/.find over runs. |
KanbanCard.tsx, useOrchestrator.ts |
Low–Medium — cheap individually, but 38 × per-render adds up under re-render storm. |
| 5 | Minor: reload() re-fetches the immutable doc-page registry on every reload/reconcile; inline style objects churn GC; onOpen/orch identities churn. |
useKanbanBoard.ts, all kanban components |
Low |
Evidence:
sqlite3 apps/api/.data/kanban.db→ 38 cards, 71 references, 5 runs, 307 events. The dataset is small, so the lag is rendering, not data size — which is why fixes #1–#2 dominate.
Phase 1 — Memoize the board cards so streaming events don't re-render them (the cure)
Goal: During an active agent run, streaming text/tool_* events must NOT re-render the 38 board cards. Re-rendering should be confined to the open card modal.
Render trace (why the cards re-render today). On every streamed event, useOrchestrator calls setEventsByRun(...) → that state lives inside KanbanBoardPage → KanbanBoardPage re-renders → it maps 38 <KanbanCard>s. Each card is handed two props that are a fresh object every render, so React.memo could never bail:
<KanbanCard orch={orch} // new object literal every render
onOpen={() => setOpenCardId(card.id)} /> // new closure every render
The things the card actually cares about — card, pages, customPages, and "is this card's run active?" — do not change on a text event; only the orch and onOpen identities churn. Make those identities stable and hand the card primitives instead of orch, and React.memo bails → all 38 cards stop re-rendering. That is the whole cure. (Moving the event log out of the top-level hook — the original "split state" idea — is demoted to Phase 1-optional; the parent's remaining per-event work is memoized/cheap.)
Files touched: 3, all surgical, behavior identical.
1a. KanbanCard — wrap in React.memo, take primitives instead of orch
The card body only reads run status (it never calls an orch mutator — only the modal does), so it needs two booleans, not the whole orchestrator object.
apps/docs/src/components/kanban/KanbanCard.tsx:
- Remove
orch: UseOrchestratorfrom props; addisRunning: boolean,bevyRunning: boolean. - Change
onOpen: () => void→onOpen: (id: string) => void, and callonOpen(card.id). - Replace the three
orch.*reads with the props. export const KanbanCard = React.memo(function KanbanCard(props) { ... }).
export const KanbanCard = memo(function KanbanCard({
card, pages, customPages, isRunning, bevyRunning, onOpen,
}: Props) {
const active = isRunning || bevyRunning; // was: orch.isRunning(...) || orch.bevyIsRunning(...)
// …onClick={() => onOpen(card.id)}…
});
1b. useOrchestrator — expose one memoized activeByCard map
Add a single derived selector so each card reads its status in O(1) and the map is referentially stable unless the active set actually changes (not on every text event):
const activeByCard = useMemo(() => {
const m = new Map<string, { running: boolean; bevy: boolean; runId: string }>();
for (const r of runs) {
if (r.status === 'running') m.set(r.cardId, { running: true, bevy: bevyRunning.has(r.id), runId: r.id });
}
return m;
}, [runs, bevyRunning]);
// …return { …, activeByCard }
This also retires the per-render .filter().find() scans each card does today — fixes #4.
1c. KanbanBoardPage — pass stable props
const openById = useCallback((id: string) => setOpenCardId(id), []); // setOpenCardId is already stable
const active = orch.activeByCard; // stable across text events
// …in the columns map:
const a = active.get(card.id);
<KanbanCard key={card.id}
card={card} // stable ref from memoized byColumn (changes only when THIS card mutates)
pages={pages} // set only on reload()
customPages={customPages} // context value memoized in CustomPagesProvider
isRunning={!!a?.running}
bevyRunning={!!a?.bevy}
onOpen={openById} // stable useCallback
/>
With every prop === across a text-event re-render, React.memo bails → the 38 cards are skipped.
Stable-ref claims verified: pages is set only in reload() (useKanbanBoard.ts); customPages comes from CustomPagesProvider, whose context value is useMemo-ed on [pages, …] (customPagesStore.tsx). Neither changes on orchestrator events. ✓
1d. (trivial, include it) memoize the static siblings
Wrap StatCard in React.memo; extract the fully-static category legend to a module-scope constant or a memoized <CategoryLegend />. Removes the last ~22 small reconciliations the parent does per event. Cheap insurance.
What this does NOT change
- Behavior is identical — same renders, same data flow, just fewer wasted ones.
CardModal/AgentRunBarstill re-render on events (intended — they show the live log).eventsByRunstays inuseOrchestrator(no SSE/state split).
Phase 1-optional (only if the profiler shows residual parent churn) — split the event log out
Move the EventSource subscription and the eventsByRun entry into a per-card useRunEvents(runId) used only by AgentRunBar; push status/bevy/done changes back up via registry mutators (reflectRunStatus, reflectBevy). Result: text events re-render only the modal; KanbanBoardPage itself renders only on lifecycle changes. Analysis says this is unnecessary once 1a–1d are in (the parent's per-event work is memoized/cheap) — so it is gated behind the measurement checkpoint, not part of the default cure.
Phase 2 — Calm the background poll (#2)
- Raise the active interval to ~5–8 s and make it adaptive on visibility: only poll while the board tab is visible (
document.visibilityState === 'visible'). Pause onvisibilitychange→ hidden. - Skip the poll entirely when an SSE stream is open for the only running run — the stream already delivers status/bevy/done events; polling is redundant then. (Keep the poll as a fallback only when no stream is attached.)
- Keep the existing signature guard (it's good) and extend it to short-circuit before
setLoading/any state write.
The SSE path is the source of truth while a modal is open; the poll should be a liveness backstop, not the primary updater.
Phase 3 — Kill the N+1 on /board (#3)
Replace the per-card prepared-statement fan-out in hydrateCard with three batched queries, then stitch in JS:
kanban.get('/board', (c) => {
const cards = db.prepare('SELECT * FROM cards ORDER BY sort_order ASC').all() as CardRow[];
const ids = cards.map((c) => c.id);
// batch via a parameterized IN (...) built from `ids`
const refs = db.prepare(allRefsSql(ids)).all(...ids) as ReferenceRow[];
const tags = db.prepare(allTagsSql(ids)).all(...ids) as { card_id: string; tag: string }[];
const cmts = db.prepare(allCmtsSql(ids)).all(...ids) as CommentRow[];
const byCard = groupByCard(cards, refs, tags, cmts); // O(n) stitch
return c.json({ cards: cards.map((r) => byCard[r.id]), lastUpdated: ... });
});
Helper to build safe IN (?, ?, ...) lists for better-sqlite3 (or bind a JSON/temp-table). Result: 4 queries total instead of 3N+1, and hydrateCard collapses to a pure shape-mapper.
Indexes already exist (idx_comments_card, idx_tags_card, idx_refs_card) so the batched queries are cheap.
Phase 4 — Small wins (#5)
- Stop refetching pages on every reload.
DOC_PAGESis a static registry loaded at module init. Fetch it once (cache in the hook / a tiny module-level promise), and havereload()hit only/board. The explicit "Reload" button can keep refetching pages if desired. reload()on mutation failure currently re-fetches board and pages; drop pages there too.- Hoist static inline style objects to module scope where they're already constants (a few are local
consts inside components — promote them). This is GC-churn only, do last. - Optional: if the board grows past ~80–100 cards, add windowing/virtualization to each column (e.g.
@tanstack/react-virtual). Not needed at 38 cards; document the threshold.
Measurement plan (verify before/after)
- React Profiler (React DevTools) on
KanbanBoardPagewhile a run streams events:- Before: every SSE event re-renders
KanbanBoardPage+ all 38KanbanCards. - After (1a–1d): SSE events commit
KanbanBoardPage(cheap) +CardModal/AgentRunBar; 0KanbanCardcommits while the modal is open.
- Before: every SSE event re-renders
- Count commits during a 10 s active run: target
board commits ≈ 0while only the modal is open. /boardlatency:curl -w '%{time_total}' localhost:3001/api/kanban/board— expect a drop from the N+1 path (measure withEXPLAIN QUERY PLANto confirm single scans).- Network: during an active run with the modal open, confirm no
/api/orchestrator/runspoll requests fire (Phase 2).
Suggested execution order & effort
| Phase | Effort | Risk | Expected impact |
|---|---|---|---|
| 1a–1d (memoize + primitive props) | Small–Medium | Low (pure refactor, identical behavior) | Cures the lag during runs |
| 1-opt (split event log out) | Medium | Low–Med | Removes residual parent churn — gated on profiler |
| 2 (adaptive poll) | Small | Low | Removes idle re-renders / network |
3 (batch /board) |
Small–Medium | Low | Faster loads & reconciles |
| 4 (small wins) | Small | Low | Polish |
Recommend landing Phase 1 first and re-testing — it alone should resolve the perceived lag. Phases 2–4 are reinforcing improvements.
Out of scope (noted, not addressed)
- No schema/feature changes; behavior is preserved.
- SpacetimeDB persistence migration is unrelated.
- The "agent may never mark
done" rule is untouched.