diff --git a/Cargo.lock b/Cargo.lock
index 4b8d3af..ec66483 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1934,7 +1934,7 @@ dependencies = [
  "rusqlite",
  "serde",
  "serde_json",
- "sha2 0.10.9",
+ "sha2 0.11.0",
  "tempfile",
  "thiserror 2.0.20",
  "tinyagents",
@@ -1964,7 +1964,7 @@ dependencies = [
  "reqwest",
  "serde",
  "serde_json",
- "sha2 0.10.9",
+ "sha2 0.11.0",
  "tinymemory-api",
  "tinymemory-conformance",
  "tokio",
diff --git a/adapters/remote/Cargo.toml b/adapters/remote/Cargo.toml
index 3f8fcbd..18ec568 100644
--- a/adapters/remote/Cargo.toml
+++ b/adapters/remote/Cargo.toml
@@ -26,7 +26,7 @@ serde = { version = "1", features = ["derive"] }
 futures = "0.3"
 serde_json = "1"
 # Supermemory custom ids are bounded, so namespace/key identities use SHA-256.
-sha2 = "0.10"
+sha2 = "0.11"
 
 [dev-dependencies]
 # The behavioural contract suite, run against these adapters over their own
diff --git a/core/Cargo.toml b/core/Cargo.toml
index 7ec2d46..d2746fb 100644
--- a/core/Cargo.toml
+++ b/core/Cargo.toml
@@ -65,7 +65,7 @@ tracing = "0.1"
 rusqlite = { version = "=0.40.2", features = ["bundled"] }
 serde = { version = "1", features = ["derive"] }
 serde_json = "1"
-sha2 = "0.10"
+sha2 = "0.11"
 thiserror = "2.0"
 tokio = { version = "1", features = ["full"] }
 url = "2"
diff --git a/core/src/store/namespace_store/documents.rs b/core/src/store/namespace_store/documents.rs
index 7c39a6c..52b13ab 100644
--- a/core/src/store/namespace_store/documents.rs
+++ b/core/src/store/namespace_store/documents.rs
@@ -740,7 +740,19 @@ impl UnifiedMemory {
         hasher.update(namespace.as_bytes());
         hasher.update([0u8]);
         hasher.update(key.as_bytes());
-        format!("{:x}", hasher.finalize())[..32].to_string()
+        // sha2 0.11 returns a hybrid-array digest with no `LowerHex`, so hex is
+        // folded byte-by-byte; the id keeps the first 32 hex chars (16 bytes).
+        let hex = {
+            use std::fmt::Write;
+            hasher
+                .finalize()
+                .iter()
+                .fold(String::with_capacity(64), |mut acc, b| {
+                    let _ = write!(acc, "{b:02x}");
+                    acc
+                })
+        };
+        hex[..32].to_string()
     }
 }
 
diff --git a/crates/tinymemory-module/Cargo.lock b/crates/tinymemory-module/Cargo.lock
index e9d5751..ee5c912 100644
--- a/crates/tinymemory-module/Cargo.lock
+++ b/crates/tinymemory-module/Cargo.lock
@@ -64,71 +64,6 @@ version = "1.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f2032f911046de80f0a198e0901378627c33f59ea0ac00e363d481118bd70a53"
 
-[[package]]
-name = "axum"
-version = "0.8.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "31b698c5f9a010f6573133b09e0de5408834d0c82f8d7475a89fc1867a71cd90"
-dependencies = [
- "axum-core",
- "axum-macros",
- "base64 0.22.1",
- "bytes",
- "form_urlencoded",
- "futures-util",
- "http",
- "http-body",
- "http-body-util",
- "hyper",
- "hyper-util",
- "itoa",
- "matchit",
- "memchr",
- "mime",
- "percent-encoding",
- "pin-project-lite",
- "serde_core",
- "serde_json",
- "serde_path_to_error",
- "serde_urlencoded",
- "sha1",
- "sync_wrapper",
- "tokio",
- "tokio-tungstenite",
- "tower",
- "tower-layer",
- "tower-service",
-]
-
-[[package]]
-name = "axum-core"
-version = "0.5.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08c78f31d7b1291f7ee735c1c6780ccde7785daae9a9206026862dab7d8792d1"
-dependencies = [
- "bytes",
- "futures-core",
- "http",
- "http-body",
- "http-body-util",
- "mime",
- "pin-project-lite",
- "sync_wrapper",
- "tower-layer",
- "tower-service",
-]
-
-[[package]]
-name = "axum-macros"
-version = "0.5.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7aa268c23bfbbd2c4363b9cd302a4f504fb2a9dfe7e3451d66f35dd392e20aca"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.119",
-]
-
 [[package]]
 name = "base64"
 version = "0.22.1"
@@ -290,12 +225,6 @@ dependencies = [
  "hybrid-array",
 ]
 
-[[package]]
-name = "data-encoding"
-version = "2.11.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4583a4551df46e2792f82ceeac45e850d2e2d5debba0b91f102385cda5b11f06"
-
 [[package]]
 name = "derive_arbitrary"
 version = "1.4.2"
@@ -552,18 +481,6 @@ dependencies = [
  "wasm-bindgen",
 ]
 
-[[package]]
-name = "getrandom"
-version = "0.3.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "899def5c37c4fd7b2664648c28120ecec138e4d395b459e5ca34f9cce2dd77fd"
-dependencies = [
- "cfg-if",
- "libc",
- "r-efi 5.3.0",
- "wasip2",
-]
-
 [[package]]
 name = "getrandom"
 version = "0.4.3"
@@ -573,7 +490,7 @@ dependencies = [
  "cfg-if",
  "js-sys",
  "libc",
- "r-efi 6.0.0",
+ "r-efi",
  "rand_core 0.10.1",
  "wasm-bindgen",
 ]
@@ -604,14 +521,17 @@ name = "hashbrown"
 version = "0.17.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed5909b6e89a2db4456e54cd5f673791d7eca6732202bbf2a9cc504fe2f9b84a"
+dependencies = [
+ "foldhash",
+]
 
 [[package]]
 name = "hashlink"
-version = "0.11.1"
+version = "0.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "824e001ac4f3012dd16a264bec811403a67ca9deb6c102fc5049b32c4574b35f"
+checksum = "32069d97bb81e38fa67eab65e3393bf804bb85969f2bc06bf13f64aef5aba248"
 dependencies = [
- "hashbrown 0.16.1",
+ "hashbrown 0.17.1",
 ]
 
 [[package]]
@@ -659,12 +579,6 @@ version = "1.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6dbf3de79e51f3d586ab4cb9d5c3e2c14aa28ed23d180cf89b4df0454a69cc87"
 
-[[package]]
-name = "httpdate"
-version = "1.0.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
-
 [[package]]
 name = "hybrid-array"
 version = "0.4.14"
@@ -687,7 +601,6 @@ dependencies = [
  "http",
  "http-body",
  "httparse",
- "httpdate",
  "itoa",
  "pin-project-lite",
  "smallvec",
@@ -987,24 +900,12 @@ version = "0.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "112b39cec0b298b6c1999fee3e31427f74f676e4cb9879ed1a121b43661a4154"
 
-[[package]]
-name = "matchit"
-version = "0.8.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "47e1ffaa40ddd1f3ed91f717a33c8c0ee23fff369e3aa8772b9605cc1d22f4c3"
-
 [[package]]
 name = "memchr"
 version = "2.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cf8baf1c55e62ffcace7a9f06f4bd9cd3f0c4beb022d3b367256b91b87513d98"
 
-[[package]]
-name = "mime"
-version = "0.3.17"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6877bb514081ee2a7ff5ef9de3281f14a4dd4bceac4c09388074a6b5df8a139a"
-
 [[package]]
 name = "miniz_oxide"
 version = "0.8.9"
@@ -1180,12 +1081,6 @@ dependencies = [
  "proc-macro2",
 ]
 
-[[package]]
-name = "r-efi"
-version = "5.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "69cdb34c158ceb288df11e18b4bd39de994f6657d83847bdffdbd7f346754b0f"
-
 [[package]]
 name = "r-efi"
 version = "6.0.0"
@@ -1199,20 +1094,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "22f6172bdec972074665ed81ed53b71da00bfc44b65a753cfde883ec4c702a1a"
 dependencies = [
  "libc",
- "rand_chacha 0.3.1",
+ "rand_chacha",
  "rand_core 0.6.4",
 ]
 
-[[package]]
-name = "rand"
-version = "0.9.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9ef1d0d795eb7d84685bca4f72f3649f064e6641543d3a8c415898726a57b41"
-dependencies = [
- "rand_chacha 0.9.0",
- "rand_core 0.9.5",
-]
-
 [[package]]
 name = "rand"
 version = "0.10.2"
@@ -1234,16 +1119,6 @@ dependencies = [
  "rand_core 0.6.4",
 ]
 
-[[package]]
-name = "rand_chacha"
-version = "0.9.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d3022b5f1df60f26e1ffddd6c66e8aa15de382ae63b3a0c1bfc0e4d3e3f325cb"
-dependencies = [
- "ppv-lite86",
- "rand_core 0.9.5",
-]
-
 [[package]]
 name = "rand_core"
 version = "0.6.4"
@@ -1253,15 +1128,6 @@ dependencies = [
  "getrandom 0.2.17",
 ]
 
-[[package]]
-name = "rand_core"
-version = "0.9.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "76afc826de14238e6e8c374ddcc1fa19e374fd8dd986b0d2af0d02377261d83c"
-dependencies = [
- "getrandom 0.3.4",
-]
-
 [[package]]
 name = "rand_core"
 version = "0.10.1"
@@ -1413,9 +1279,9 @@ dependencies = [
 
 [[package]]
 name = "rusqlite"
-version = "0.40.0"
+version = "0.40.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b3492ea85308705c3a5cc24fb9b9cf77273d30590349070db42991202b214c4"
+checksum = "23f2a97da3e3873c73cb2a2e71b35c40ff95e0b1eefa8d72d8499a6928c3b5b3"
 dependencies = [
  "bitflags",
  "fallible-iterator",
@@ -1587,17 +1453,6 @@ dependencies = [
  "zmij",
 ]
 
-[[package]]
-name = "serde_path_to_error"
-version = "0.1.20"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "10a9ff822e371bb5403e391ecd83e182e0e77ba7f6fe0160b795797109d1b457"
-dependencies = [
- "itoa",
- "serde",
- "serde_core",
-]
-
 [[package]]
 name = "serde_spanned"
 version = "0.6.9"
@@ -1628,17 +1483,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "sha1"
-version = "0.10.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a978451301f4db1d02937a4ab3ccce137717b81826e79b7d49ffe3244a13c3b8"
-dependencies = [
- "cfg-if",
- "cpufeatures 0.2.17",
- "digest 0.10.7",
-]
-
 [[package]]
 name = "sha2"
 version = "0.10.9"
@@ -1789,7 +1633,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32497e9a4c7b38532efcdebeef879707aa9f794296a4f0244f6f69e9bc8574bd"
 dependencies = [
  "fastrand",
- "getrandom 0.3.4",
+ "getrandom 0.4.3",
  "once_cell",
  "rustix",
  "windows-sys 0.61.2",
@@ -1928,15 +1772,7 @@ dependencies = [
 name = "tinycortex-api"
 version = "0.1.1"
 dependencies = [
- "anyhow",
- "async-trait",
- "chrono",
- "serde",
- "serde_json",
- "sha2 0.10.9",
- "thiserror 2.0.20",
  "tinymemory-api",
- "uuid",
 ]
 
 [[package]]
@@ -1973,7 +1809,6 @@ version = "0.1.0"
 dependencies = [
  "anyhow",
  "async-trait",
- "axum",
  "chrono",
  "dirs",
  "futures",
@@ -1985,13 +1820,13 @@ dependencies = [
  "rusqlite",
  "serde",
  "serde_json",
- "sha2 0.10.9",
+ "sha2 0.11.0",
  "thiserror 2.0.20",
  "tinyagents",
  "tinycortex",
  "tinycortex-api",
- "tinymemory",
  "tinymemory-api",
+ "tinymemory-sources",
  "tinymemory-sync",
  "tokio",
  "tracing",
@@ -2023,12 +1858,34 @@ dependencies = [
  "uuid",
 ]
 
+[[package]]
+name = "tinymemory-sources"
+version = "0.1.0"
+dependencies = [
+ "anyhow",
+ "async-trait",
+ "chrono",
+ "futures",
+ "regex",
+ "reqwest",
+ "schemars",
+ "serde",
+ "serde_json",
+ "tinymemory-api",
+ "tokio",
+ "toml 0.9.12+spec-1.1.0",
+ "tracing",
+ "uuid",
+ "walkdir",
+]
+
 [[package]]
 name = "tinymemory-sync"
 version = "0.1.0"
 dependencies = [
  "chrono",
  "log",
+ "serde",
  "serde_json",
  "tracing",
 ]
@@ -2044,7 +1901,6 @@ dependencies = [
  "serde",
  "serde_json",
  "tinycortex",
- "tinymemory",
  "tinymemory-api",
  "tinymemory-core",
  "tokio",
@@ -2114,18 +1970,6 @@ dependencies = [
  "tokio",
 ]
 
-[[package]]
-name = "tokio-tungstenite"
-version = "0.29.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f72a05e828585856dacd553fba484c242c46e391fb0e58917c942ee9202915c"
-dependencies = [
- "futures-util",
- "log",
- "tokio",
- "tungstenite",
-]
-
 [[package]]
 name = "tokio-util"
 version = "0.7.19"
@@ -2151,6 +1995,21 @@ dependencies = [
  "toml_edit",
 ]
 
+[[package]]
+name = "toml"
+version = "0.9.12+spec-1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cf92845e79fc2e2def6a5d828f0801e29a2f8acc037becc5ab08595c7d5e9863"
+dependencies = [
+ "indexmap",
+ "serde_core",
+ "serde_spanned 1.1.1",
+ "toml_datetime 0.7.5+spec-1.1.0",
+ "toml_parser",
+ "toml_writer",
+ "winnow 0.7.15",
+]
+
 [[package]]
 name = "toml"
 version = "1.1.4+spec-1.1.0"
@@ -2175,6 +2034,15 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "toml_datetime"
+version = "0.7.5+spec-1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "92e1cfed4a3038bc5a127e35a2d360f145e1f4b971b551a2ba5fd7aedf7e1347"
+dependencies = [
+ "serde_core",
+]
+
 [[package]]
 name = "toml_datetime"
 version = "1.1.1+spec-1.1.0"
@@ -2301,22 +2169,6 @@ version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
 
-[[package]]
-name = "tungstenite"
-version = "0.29.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6c01152af293afb9c7c2a57e4b559c5620b421f6d133261c60dd2d0cdb38e6b8"
-dependencies = [
- "bytes",
- "data-encoding",
- "http",
- "httparse",
- "log",
- "rand 0.9.5",
- "sha1",
- "thiserror 2.0.20",
-]
-
 [[package]]
 name = "typenum"
 version = "1.20.1"
@@ -2437,15 +2289,6 @@ version = "0.11.1+wasi-snapshot-preview1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ccf3ec651a847eb01de73ccad15eb7d99f80485de043efb2f370cd654f4ea44b"
 
-[[package]]
-name = "wasip2"
-version = "1.0.4+wasi-0.2.12"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b67efb37e106e55ce722a510d6b5f9c17f083e5fc79afc2badeb12cc313d9487"
-dependencies = [
- "wit-bindgen",
-]
-
 [[package]]
 name = "wasm-bindgen"
 version = "0.2.127"
@@ -2774,12 +2617,6 @@ version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "23b97319f7b8343df12cc98938e5c3eb436064524c8d2b4e30a1d3a36eecdf81"
 
-[[package]]
-name = "wit-bindgen"
-version = "0.57.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ebf944e87a7c253233ad6766e082e3cd714b5d03812acc24c318f549614536e"
-
 [[package]]
 name = "writeable"
 version = "0.6.3"