Add a bit more precision to docs, plus philosophy

api.md

@@ -91,7 +91,9 @@ Submits a transaction to be committed. The transaction consists of read precondi
   // If not committed, a more recent version that the client can use to retry.
   "version": 123456,
   // The unique ID of the leader at this version.
-  "leader_id": "abcdefg"
+  "leader_id": "abcdefg",
+  // Echo back the request_id if it was provided in the original request
+  "request_id": "abcdefg"
 }
 ```
 
@@ -169,7 +171,7 @@ The response is a stream of events compliant with the SSE protocol.
 
 ```
 event: transaction
-data: {"request_id":"abcdefg","version":123456,"timestamp":"2025-08-07T20:27:42.555Z","leader_id":"abcdefg","operations":[...]}
+data: {"request_id":"abcdefg","version":123456,"prev_version":123455,"timestamp":"2025-08-07T20:27:42.555Z","leader_id":"abcdefg","operations":[...]}
 
 ```
 
@@ -194,6 +196,8 @@ data: {"committed_version":123456,"leader_id":"abcdefg"}
 
 1. **Leader Changes & Reconnection**: When `durable=false`, if the leader changes, clients **must** discard all of that leader's `transaction` events received after their last-seen `checkpoint` event. They must then manually reconnect (as the server connection will likely be terminated) and restart the subscription by setting the `after` query parameter to the version specified in that last-known checkpoint. Clients should implement a randomized exponential backoff strategy (backoff with jitter) when reconnecting.
 
+1. **Gap Detection**: Each `transaction` event includes a `prev_version` field linking to the previous transaction version, forming a linked list. Clients can detect gaps in the transaction stream by checking that each transaction's `prev_version` matches the previous transaction's `version`. This ensures gapless transitions between historical data from S3 and live events from the server.
+
 1. **Connection Handling & Errors**: The server may periodically send `keepalive` comments to prevent idle timeouts on network proxies. The server will buffer unconsumed data up to a configurable limit; if the client falls too far behind, the connection will be closed. If the `after` version has been truncated from the log, this endpoint will return a standard `410 Gone` HTTP error instead of an event stream.
 
 ## `PUT /v1/retention/<policy_id>`

commit_pipeline.md

@@ -31,7 +31,7 @@ HTTP I/O Threads → [Sequence] → [Resolve] → [Persist] → [Release] → HT
 **Responsibilities**:
 
 - **For CommitEntry**: Check request_id against banned list, assign sequential version number if not banned, forward to resolve stage
-- **For StatusEntry**: Add request_id to banned list, note current highest assigned version as upper bound, transfer connection to status threadpool
+- **For StatusEntry**: Add request_id to banned list, note current highest assigned version as upper bound for version range scanning
 - Record version assignments for transaction tracking
 
 **Why Serialization is Required**:
@@ -104,8 +104,8 @@ bool HttpHandler::process_resolve_batch(BatchType &batch) {
 
 **Responsibilities**:
 
-- **For CommitEntry**: Apply operations to persistent storage, update committed version high water mark
+- **For CommitEntry**: Apply operations to persistent storage, update committed version high water mark, generate success response JSON
-- **For StatusEntry**: N/A (transferred to status threadpool after sequence stage)
+- **For StatusEntry**: N/A (empty husk, connection transferred to status threadpool after sequence stage)
 - Generate durability events for `/v1/subscribe` when committed version advances
 - Batch multiple commits for efficient persistence operations
 
@@ -132,17 +132,16 @@ bool HttpHandler::process_resolve_batch(BatchType &batch) {
 
 ```cpp
 bool HttpHandler::process_persist_batch(BatchType &batch) {
-  // TODO: Implement actual persistence logic:
+  // For CommitEntry: Apply operations to persistent storage, update high water mark, generate response JSON
-  // 1. For CommitEntry: Apply operations to persistent storage
+  // For StatusEntry: N/A (empty husk, connection transferred to status threadpool)
-  // 2. Update committed version high water mark to highest version in batch
+  // Generate durability events for /v1/subscribe when committed version advances
-  // 3. Generate durability events for /v1/subscribe
+  // Semi-committed transactions are retried until durable or leader fails
-  // 4. For StatusEntry: N/A (already transferred to status threadpool)
 }
 ```
 
 ### Stage 3: Connection Release
 
-**Thread**: `txn-release`
+**Threads**: Multiple `txn-release` threads (configurable)
 **Purpose**: Return connections to HTTP server for client response
 **Serialization**: Not required - Independent connection handling
 
@@ -154,8 +153,8 @@ bool HttpHandler::process_persist_batch(BatchType &batch) {
 
 **Response Handling**:
 
-- **CommitRequests**: Response generated by persist stage (success with version, or failure with conflicting preconditions)
+- **CommitRequests**: Response JSON generated by persist stage (success with version, or failure with conflicting preconditions from resolve stage)
-- **StatusRequests**: Response generated by separate status lookup logic (not part of pipeline)
+- **StatusRequests**: Response generated by separate status threadpool (connection transferred after sequence stage)
 - Failed transactions carry failure information through entire pipeline for proper client response
 
 **Implementation**:
@@ -255,7 +254,9 @@ void HttpHandler::on_batch_complete(std::span<Connection*> batch) {
 
 The pipeline implements natural backpressure:
 
-- Each stage blocks if downstream stages are full
+- Fixed-size pipeline buffer causes I/O threads to block when pipeline is full
+- This prevents unbounded memory growth under high load
+- I/O threads blocking may impact accept() rate, but provides system-wide flow control
 - `WaitIfUpstreamIdle` strategy balances latency vs throughput
 - Ring buffer size (`lg_size = 16`) controls maximum queued batches
 
@@ -373,9 +374,9 @@ The pipeline processes different types of entries using a variant/union type sys
 | Stage | CommitEntry | StatusEntry | ShutdownEntry | Serialization |
 |-------|-------------|-------------|---------------|---------------|
 | **Sequence** | Check banned list, assign version | Add to banned list, transfer to status threadpool | Return true (shutdown) | **Required** |
-| **Resolve** | Check preconditions, update recent writes | N/A (transferred) | Return true (shutdown) | **Required** |
+| **Resolve** | Check preconditions, update recent writes | N/A (empty husk) | Return true (shutdown) | **Required** |
-| **Persist** | Apply operations, update high water mark | N/A (transferred) | Return true (shutdown) | **Required** |
+| **Persist** | Apply operations, update high water mark | N/A (empty husk) | Return true (shutdown) | **Required** |
-| **Release** | Return connection to HTTP threads | N/A (transferred) | Return true (shutdown) | Not required |
+| **Release** | Return connection to HTTP threads | N/A (empty husk) | Return true (shutdown) | Not required (multiple threads) |
 
 ## API Endpoint Integration
 
@@ -415,7 +416,7 @@ The pipeline processes different types of entries using a variant/union type sys
 
 ### `/v1/status` - Commit Status Lookup
 
-**Pipeline Interaction**: StatusEntry through sequence stage, then transfer to status threadpool
+**Pipeline Interaction**: StatusEntry through sequence stage only
 
 #### Request Processing Flow
 
@@ -423,17 +424,21 @@ The pipeline processes different types of entries using a variant/union type sys
 
    ```cpp
    void HttpHandler::handleGetStatus(Connection &conn, const HttpConnectionState &state) {
-     // TODO: Extract request_id from URL and min_version from query params
+     // Extract request_id from URL and min_version from query params
-     // Current: Returns placeholder static response
+     // Create StatusEntry for pipeline processing
    }
    ```
 
-1. **Two-Phase Processing**:
+1. **Pipeline Processing**:
 
-   - **Phase 1 - Sequence Stage**: StatusEntry enters pipeline to add request_id to banned list and get version upper bound
+   - **Sequence Stage**: StatusEntry adds request_id to banned list, establishes version scanning range, transfers connection to status threadpool
-   - **Phase 2 - Status Threadpool**: Connection transferred from sequence stage to dedicated status threadpool for actual status lookup logic
+   - **Subsequent Stages**: Empty StatusEntry husk flows through resolve/persist/release as no-op
 
-1. **Status Lookup Logic**: Performed in status threadpool - scan transaction log to determine actual commit status of the now-banned request_id
+1. **Status Lookup Logic**:
+
+   - Version range determined in sequence stage (min_version parameter to version upper bound)
+   - Actual S3 scanning performed by separate status threadpool outside the pipeline
+   - Return "committed" with version if found, "not_found" if not found in scanned range
 
 ### `/v1/subscribe` - Real-time Transaction Stream
 

design.md

@@ -22,10 +22,20 @@ WeaselDB is a high-performance write-side database component designed for system
 - **Ultra-fast arena allocation** (~1ns vs ~20-270ns for malloc)
 - **High-performance JSON parsing** with streaming support and SIMD optimization
 - **Multi-threaded networking** using multiple epoll instances with unified I/O thread pool
+- **Multi-stage commit pipeline** with serial processing for consistency and parallel I/O for performance
+- **Non-blocking metrics system** with try-lock optimization preventing pipeline stalls
 - **Configurable epoll instances** to eliminate kernel-level contention
 - **Optimized memory management** with arena allocation and efficient copying
 - **Factory pattern safety** ensuring correct object lifecycle management
 
+### Design Philosophy
+
+**"Two machines once you've mastered one"** - Optimize aggressively for single-machine performance before distributing. Most systems prematurely scale horizontally and never fully utilize their hardware. How are you supposed to horizontally scale strict serializability anyway?
+
+**Boring formats, fast implementations** - Use standard data formats (JSON, HTTP, base64) with heavily optimized parsing. Universal compatibility without sacrificing performance.
+
+**Read/write separation** - Fan out reads from the single write stream (persist stage to many subscribers), with true horizontal scaling via S3 for historical data. Keep writes simple and fast.
+
 ______________________________________________________________________
 
 ## Quick Start
@@ -359,6 +369,7 @@ See [style.md](style.md) for comprehensive C++ coding standards and conventions.
 - **CPU**: Perfect hashing and SIMD operations are critical paths - avoid alternatives
 - **I/O**: Streaming parser design supports incremental network data processing
 - **Cache**: String views avoid copying, keeping data cache-friendly
+- **Pipeline**: Serial stages must never block - only parallel release stage can take locks
 
 ### Configuration & Testing
 

threading_performance_report.md

@@ -66,10 +66,10 @@ I/O Threads (8) → HttpHandler::on_batch_complete() → Commit Pipeline
     |                                                 Stage 2: Persist (generate response)
     |                                                 (send "OK" response)
     |                                                        ↓
-    |                                                 Stage 3: Release (connection return)
+    |                                                 Stage 3: Release (wake I/O threads)
     |                                                 (optimized futex wake)
     |                                                        ↓
-    └─────────────────────── Connection returned to server pool
+    └─────────────────────── I/O threads send response to client
 ```
 
 ## Test Configuration