docs(release): the 10.4.0 entry, the index-health concept doc, and the API surfaces — written from the tree, not the plan
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This commit is contained in:
David Snelling 2026-08-25 10:02:25 -07:00
parent b9ba50fbec
commit 8cced871a0
8 changed files with 454 additions and 63 deletions

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@ -323,58 +323,24 @@ Only the graph adjacency index carries a committed scale assertion:
- ✅ **Single-Node by Design**: One process owns one `path`; scale out at the service layer
- ✅ **Zero Stubs**: Every line of code is production-ready
## Lazy Loading Performance
## Index Build at Open (10.4+)
Brainy supports two initialization modes for optimal performance across different use cases:
As of 10.4, `brain.init()` runs every needed index rebuild to completion before
it returns — always, regardless of dataset size. There is no lazy,
first-query rebuild path: a brain either finishes opening healthy, or `init()`
fails loudly. `disableAutoRebuild` no longer defers index construction to a
first query; it has no effect on *when* a rebuild runs. Manual control over
rebuilds is `repairIndex({ rebuild: [...] })`. See
[Index Health](concepts/index-health.md) for the full read-gate contract
(providers self-report readiness via `healthReport()`; a read against a
not-serving provider throws a typed `*NotReadyError` rather than rebuilding
mid-query).
### Mode 1: Auto-Rebuild (Default)
```javascript
const brain = new Brainy()
await brain.init() // Rebuilds indexes during init (~500ms-3s for 10K entities)
```
**Performance:**
- Init time: 500ms-3s (depends on dataset size)
- First query: Instant (indexes already loaded)
- Use case: Traditional applications, long-running servers
### Mode 2: Lazy Loading
```javascript
const brain = new Brainy({ disableAutoRebuild: true })
await brain.init() // Returns instantly (0-10ms)
const results = await brain.find({ limit: 10 }) // First query triggers rebuild (~50-200ms)
const more = await brain.find({ limit: 100 }) // Subsequent queries instant (0ms check)
```
**Performance:**
- Init time: 0-10ms (instant)
- First query: 50-200ms (includes index rebuild for 1K-10K entities)
- Subsequent queries: 0ms check (instant)
- Concurrent queries: Wait for same rebuild (mutex prevents duplicates)
**Concurrency Safety:**
```javascript
// 100 concurrent queries immediately after init
await brain.init()
const promises = Array.from({ length: 100 }, () =>
brain.find({ limit: 10 })
)
const results = await Promise.all(promises)
// ✅ Only 1 rebuild triggered (mutex)
// ✅ All 100 queries return correct results
// ✅ Total time: ~60ms (not 6000ms!)
```
**Use Cases for Lazy Loading:**
- **Serverless/Edge**: Minimize cold start time (0-10ms init)
- **Development**: Faster restarts during development
- **Large datasets**: Defer index loading until needed
- **Read-heavy workloads**: Writes don't wait for index rebuild
<!-- The pre-10.4 "Mode 2: Lazy Loading on First Query" section previously
documented here (disableAutoRebuild deferring index construction to the
first find() call) described a real, now-retired code path. Removed
rather than left to mislead; the concept doc above is the current
contract. -->
## Zero Configuration Required
@ -384,10 +350,6 @@ Brainy is designed to be **smart enough to tune itself dynamically**. No configu
// That's it. Brainy handles everything.
const brain = new Brainy()
await brain.init()
// Or with lazy loading for serverless
const brain = new Brainy({ disableAutoRebuild: true })
await brain.init() // Instant (0-10ms)
```
### Automatic Self-Tuning
@ -395,7 +357,6 @@ await brain.init() // Instant (0-10ms)
- **Metadata Index**: Auto-builds sorted indices for range queries on first use
- **Graph Index**: Auto-flushes every 30 seconds
- **Default Tuning**: Research-based vector index defaults
- **Lazy Loading**: Indices built only when needed
- **Cache Management**: LRU caches with TTL
### Intelligent Defaults