aimdb-dev · lxsaah · Jul 13, 2026 · Jul 12, 2026 · Jul 12, 2026
@@ -6,6 +6,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
 > **Note**: This is the global changelog for the AimDB project. For detailed changes to individual crates, see their respective CHANGELOG.md files:
+>
 > - [aimdb-core/CHANGELOG.md](aimdb-core/CHANGELOG.md)
 > - [aimdb-codegen/CHANGELOG.md](aimdb-codegen/CHANGELOG.md)
 > - [aimdb-data-contracts/CHANGELOG.md](aimdb-data-contracts/CHANGELOG.md)
@@ -105,6 +106,10 @@ multi-step migration round-trip suite and a trybuild compile-fail harness.
 
 ### Added
 
+- **Zero-allocation generated Postcard encoding (Issue #177).** `Linkable` gains a source-compatible `encode_into(&mut [u8])` fast path and generated Postcard records implement it with `postcard::to_slice`. Core reuses onebounded 256-byte scratch allocation per generated Postcard outbound route (raw builders choose their capacity) and falls back to the existing owned serializer when a value does not fit. The codec seam is gated by a 10,000-iteration allocation-counting bench (0 allocations, 0 bytes) plus
+  host, `no_std` Cortex-M, and codegen-drift tests. The claim intentionally excludes connector-internal payload copies and the existing boxed connector reader future. ([aimdb-core](aimdb-core/CHANGELOG.md),
+  [aimdb-data-contracts](aimdb-data-contracts/CHANGELOG.md),
+  [aimdb-codegen](aimdb-codegen/CHANGELOG.md))
 - **Embassy MQTT client TLS — `mqtts://` for embedded, WP7 ([design 044](docs/design/044-embassy-mqtt-tls.md)).** The Embassy MQTT connector can now dial a broker over TLS 1.3 (`embedded-tls`, pure-Rust `rustpki` certificate verification with `rsa`/`p384` so public CA chains verify out of the box), with SNI/hostname verification, DNS resolution, and a connector-internal SNTP time source that gates the first handshake so certificate validity is always checked against real time. Behind the new `embassy-tls` feature; `MqttConnectorBuilder::new` picks the transport from the URL scheme (`mqtt://` plain, `mqtts://` TLS) and gains `with_tls(TlsOptions)` (entropy, record buffers, SNTP server) and `with_credentials(username, password)` (MQTT CONNECT auth, both transports). The plain `mqtt://` path is untouched. The `embassy-mqtt-connector-demo` example gains a `tls` feature demonstrating the full flow against the repo's `dev/mosquitto` bench broker. ([aimdb-mqtt-connector](aimdb-mqtt-connector/CHANGELOG.md))
 - **Design 034 Phase 3 — sans-io KNX/IP tunneling engine shared by both transports (Issue #135, [review doc §3.7](docs/design/034-technical-debt-review.md)).** The entire tunneling lifecycle — CONNECT_REQUEST/RESPONSE handshake, TUNNELING_REQUEST/ACK sequence + pending-ACK bookkeeping, keepalive (CONNECTIONSTATE_REQUEST) scheduling, ACK-timeout sweeps, and reconnect-with-backoff — now lives **once**, in the new runtime-neutral `aimdb_knx_connector::tunnel` module (`no_std + alloc`, no tokio/embassy imports), driven as a poll-based state machine (events in, `Action`s out, `next_deadline()` for timer arming). `tokio_client.rs` (988 → ~530 lines incl. a new fake-gateway integration test) and `embassy_client.rs` (1,055 → ~450 lines) are reduced to socket shims; the previously untestable handshake/ACK/keepalive/reconnect paths now have 15 host-run unit tests plus a scripted localhost-UDP roundtrip test. Behavioral unifications: Embassy gains the 5 s CONNECT_RESPONSE timeout (previously waited forever), both shims reconnect on fatal socket errors, and the dead tokio-only per-publish ACK oneshot is dropped (it was always `None`); the CONNECT_REQUEST HPAI stays per-transport (`LocalEndpoint`: tokio = real bound address, Embassy = NAT mode). ([aimdb-knx-connector](aimdb-knx-connector/CHANGELOG.md))
 
@@ -418,6 +423,7 @@ builder.configure::<Temperature>("sensor.temperature", |reg| {
 ```
 
 **Key naming conventions:**
+
 - Use dot-separated hierarchical names: `"sensors.indoor"`, `"config.app"`
 - Keys must be unique across all records (duplicate keys panic at registration)
 - For single-instance records, any descriptive string works (e.g., `"sensor.temperature"`, `"app.config"`)
@@ -513,6 +519,7 @@ This release introduces **bidirectional connector support**, enabling true two-w
 ### Modified Crates
 
 See individual changelogs for detailed changes:
+
 - **[aimdb-core](aimdb-core/CHANGELOG.md)**: Core connector architecture, router system, bidirectional APIs
 - **[aimdb-tokio-adapter](aimdb-tokio-adapter/CHANGELOG.md)**: Connector builder integration
 - **[aimdb-embassy-adapter](aimdb-embassy-adapter/CHANGELOG.md)**: Network stack access, connector support
@@ -522,6 +529,7 @@ See individual changelogs for detailed changes:
 ### Migration Guide
 
 **1. Update connector registration:**
+
 ```rust
 // Old (v0.1.0)
 let mqtt = MqttConnector::new("mqtt://broker:1883").await?;
@@ -532,6 +540,7 @@ builder.with_connector(MqttConnectorBuilder::new("mqtt://broker:1883"))
 ```
 
 **2. Make build() async:**
+
 ```rust
 // Old (v0.1.0)
 let db = builder.build()?;
@@ -541,6 +550,7 @@ let db = builder.build().await?;
 ```
 
 **3. Use directional link methods:**
+
 ```rust
 // Old (v0.1.0)
 .link("mqtt://sensors/temp")
@@ -551,6 +561,7 @@ let db = builder.build().await?;
 ```
 
 **4. Remove manual MQTT task spawning (Embassy):**
+
 ```rust
 // Old (v0.1.0) - Manual task spawning required
 let mqtt_result = MqttConnector::create(...).await?;
@@ -627,12 +638,14 @@ impl MyConnector {
 ```
 
 **Why this change?** The new trait-based architecture provides:
+
 - ✅ Symmetry with inbound routing (`ProducerTrait` ↔ `ConsumerTrait`)
 - ✅ Testability (can mock `ConsumerTrait` without real records)
 - ✅ Type safety via factory pattern (type capture at configuration time)
 - ✅ Maintainability (connector logic stays in connector crate)
 
 **Migration checklist for custom connectors:**
+
 - [ ] Add `spawn_outbound_publishers()` method to connector implementation
 - [ ] Call `db.collect_outbound_routes(protocol_name)` in `ConnectorBuilder::build()`
 - [ ] Call `connector.spawn_outbound_publishers(db, routes)?` before returning
@@ -653,6 +666,7 @@ See [Connector Development Guide](docs/design/012-M5-connector-development-guide
 ### Added
 
 #### Core Database (`aimdb-core`)
+
 - Initial release of AimDB async in-memory database engine
 - Type-safe record system using `TypeId`-based routing
 - Three buffer types for different data flow patterns:
@@ -666,6 +680,7 @@ See [Connector Development Guide](docs/design/012-M5-connector-development-guide
 - Remote access protocol (AimX v1) for cross-process introspection
 
 #### Runtime Adapters
+
 - **Tokio Adapter** (`aimdb-tokio-adapter`): Full-featured std runtime support
   - Lock-free buffer implementations
   - Configurable buffer capacities
@@ -676,6 +691,7 @@ See [Connector Development Guide](docs/design/012-M5-connector-development-guide
   - Compatible with ARM Cortex-M targets
 
 #### MQTT Connector (`aimdb-mqtt-connector`)
+
 - Dual runtime support for both Tokio and Embassy
 - Automatic consumer registration via builder pattern
 - Topic mapping with QoS and retain configuration
@@ -685,6 +701,7 @@ See [Connector Development Guide](docs/design/012-M5-connector-development-guide
 - Uses `mountain-mqtt` for embedded environments
 
 #### Developer Tools
+
 - **MCP Server** (`aimdb-mcp`): LLM-powered introspection and debugging
   - Discover running AimDB instances
   - Query record values and schemas
@@ -702,12 +719,14 @@ See [Connector Development Guide](docs/design/012-M5-connector-development-guide
   - Clean error handling
 
 #### Synchronous API (`aimdb-sync`)
+
 - Blocking wrapper around async AimDB core
 - Thread-safe synchronous record access
 - Automatic Tokio runtime management
 - Ideal for gradual migration from sync to async
 
 #### Documentation & Examples
+
 - Comprehensive README with architecture overview
 - Individual crate documentation with examples
 - 12 detailed design documents in `/docs/design`
@@ -718,6 +737,7 @@ See [Connector Development Guide](docs/design/012-M5-connector-development-guide
   - `remote-access-demo`: Cross-process introspection server
 
 #### Build & CI Infrastructure
+
 - Comprehensive Makefile with color-coded output
 - GitHub Actions workflows:
   - Continuous integration (format, lint, test)
@@ -729,28 +749,33 @@ See [Connector Development Guide](docs/design/012-M5-connector-development-guide
 - Dev container setup for consistent development environment
 
 ### Design Goals Achieved
+
 - ✅ Sub-50ms latency for data synchronization
 - ✅ Lock-free buffer operations
 - ✅ Cross-platform support (MCU → edge → cloud)
 - ✅ Type safety with zero-cost abstractions
 - ✅ Protocol-agnostic connector architecture
 
 ### Known Limitations
+
 - Kafka and DDS connectors planned for future releases
 - CLI tool is currently skeleton implementation
 - Performance benchmarks not yet included
 - Limited to Unix domain sockets for remote access (no TCP yet)
 
 ### Dependencies
+
 - Rust 1.75+ required
 - Tokio 1.47+ for std environments
 - Embassy 0.9+ for embedded environments
 - See `deny.toml` for approved dependency licenses
 
 ### Breaking Changes
+
 None (initial release)
 
 ### Migration Guide
+
 Not applicable (initial release)
 
 ---
@@ -762,6 +787,7 @@ Not applicable (initial release)
 AimDB v0.1.0 establishes the foundational architecture for async, in-memory data synchronization across MCU → edge → cloud environments. This release focuses on core functionality, dual runtime support, and developer tooling.
 
 **Highlights:**
+
 - 🚀 Dual runtime support: Works on both standard library (Tokio) and embedded (Embassy)
 - 🔒 Type-safe record system eliminates runtime string lookups
 - 📦 Three buffer types cover most data patterns
@@ -770,6 +796,7 @@ AimDB v0.1.0 establishes the foundational architecture for async, in-memory data
 - ✅ 27+ core tests, comprehensive CI/CD, security auditing
 
 **Get Started:**
+
 ```bash
 cargo add aimdb-core aimdb-tokio-adapter
 ```
@@ -778,7 +805,7 @@ See [README.md](README.md) for quickstart guide and examples.
 
 **Feedback Welcome:**
 This is an early release. Please report issues, suggest features, or contribute at:
-https://github.com/aimdb-dev/aimdb
+<https://github.com/aimdb-dev/aimdb>
 
 ---
 

@@ -40,6 +40,10 @@ harness = false
 name = "b0_alloc_migration"
 harness = false
 
+[[bench]]
+name = "b0_alloc_linkable"
+harness = false
+
 [features]
 default = ["std"]
 # Gates `profiles`/`reports`/`harness` and their criterion/serde_json/
@@ -89,6 +93,7 @@ serde_json = { workspace = true, optional = true }
 # criterion/serde_json above, since that's the only bench that needs it.
 aimdb-data-contracts = { path = "../aimdb-data-contracts", default-features = false, features = [
     "alloc",
+    "linkable",
     "migratable",
 ], optional = true }
 
@@ -124,3 +129,4 @@ critical-section = { version = "1.1", features = ["std"] }
 # defmt logger / panic-handler + embassy-time driver stubs for the host bench
 defmt = { workspace = true }
 embassy-time-driver = { path = "../_external/embassy/embassy-time-driver" }
+postcard = { version = "1.0", default-features = false, features = ["alloc"] }
@@ -20,6 +20,8 @@ Plus two informational benches that exercise the full runner-driven pipeline.
 **Adapters covered:**
 
 - **Tokio** — `b0_alloc_tokio`, `b1_b2_tokio` (host).
+- **postcard `Linkable` codec** — `b0_alloc_linkable` (host). This isolates the
+  issue #177 `encode_into` seam; it is not a whole-connector allocation claim.
 - **Embassy** — `b0_alloc_embassy`, `b1_b2_embassy`
   (host). These drive the real [`EmbassyBuffer`] backend via
   `futures::executor::block_on` over embassy-sync's poll methods — no
@@ -53,6 +55,9 @@ Always run from the workspace root (`/aimdb_ws/aimdb`).
 # B0 — allocation gate (buffer layer)
 cargo bench -p aimdb-bench --bench b0_alloc_tokio
 
+# B0 — allocation gate (Postcard Linkable::encode_into codec seam)
+cargo bench -p aimdb-bench --bench b0_alloc_linkable
+
 # B1 + B2 — latency (time/iter) and throughput (msgs/sec), one Criterion suite
 cargo bench -p aimdb-bench --bench b1_b2_tokio
 
@@ -91,6 +96,7 @@ Criterion writes HTML reports to `target/criterion/`.
 `b0_alloc_tokio` does not use Criterion. It runs a fixed warmup + batch cycle and writes JSON results to `aimdb-bench/target/bench-results/b0_alloc_tokio.json` (the path is anchored to the crate dir, so it is the same regardless of the directory you run from).
 
 **Measurement model:**
+
 1. Create buffer + reader.
 2. Warmup ≥ 200 push → recv cycles (excluded from counters).
 3. Reset allocation counters.
@@ -103,6 +109,9 @@ The committed baseline lives in `data/baselines/b0_alloc_tokio.json`. When a cha
 
 `b0_alloc_embassy` mirrors this against the Embassy buffer backend and writes `data/baselines/b0_alloc_embassy.json` — also **0 allocs/msg** across all three profiles, confirming the Embassy `poll_recv` path is allocation-free on the host. The on-target B3 bench (`examples/embassy-bench-stm32h5`) re-checks the same 0-alloc claim against the real embedded allocator.
 
+`b0_alloc_linkable` warms up for 1,000 iterations, then measures 10,000 generated-shape postcard `Linkable::encode_into` calls into one stack buffer.
+The required result is **0 allocation calls and 0 allocated bytes**. It isolates the codec seam: `SerializedReader` still returns a boxed future, dynamic topics may allocate and connector implementations may copy payload ownership after the core pump lends them the scratch slice.
+
 > **Embassy eager registration (design 039 F8/F9).** An Embassy `SpmcRing` reader registers its embassy `Subscriber` eagerly, at `subscribe()` time — matching Tokio's `broadcast` — so no separate priming step is needed before the first `push`.
 
 **Noise reduction:** a `new_current_thread()` Tokio executor is used so there are no work-stealing threads and Tokio's scheduler does not allocate per-poll in the hot path.
@@ -127,5 +136,3 @@ Use them as a comparison point, not a regression gate. If they regress, `b0_allo
 - Criterion p99 can vary ±5–10% on noisy CI runners. Use p50 medians for trend comparisons.
 - Always specify `--release` or debug build consistently when comparing runs; optimizations differ by 5–50×.
 - `b_alloc_pipeline` uses a paced source: per-message pace tokens and notification channels. The coordination overhead is included in the measured window.
-
-