diff --git a/Cargo.lock b/Cargo.lock
index 87784060..ac09109f 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -157,7 +157,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "812947049edcd670a82cd5c73c3661d2e58468577ba8489de58e1a73c04cbd5d"
 dependencies = [
  "alsa-sys",
- "bitflags 2.13.1",
+ "bitflags",
  "cfg-if",
  "libc",
 ]
@@ -221,17 +221,6 @@ version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1505bd5d3d116872e7271a6d4e16d81d0c8570876c8de68093a09ac269d8aac0"
 
-[[package]]
-name = "atomicwrites"
-version = "0.4.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3ef1bb8d1b645fe38d51dfc331d720fb5fc2c94b440c76cc79c80ff265ca33e3"
-dependencies = [
- "rustix 0.38.44",
- "tempfile",
- "windows-sys 0.52.0",
-]
-
 [[package]]
 name = "autocfg"
 version = "1.5.1"
@@ -250,12 +239,6 @@ version = "0.23.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ac07cdecf99051d9a5238b80f35af32cdeba5b336e55d957b318b50137e18da5"
 
-[[package]]
-name = "bitflags"
-version = "1.3.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
-
 [[package]]
 name = "bitflags"
 version = "2.13.1"
@@ -335,8 +318,6 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5d262e149917187838d5b42777c8253bcb64500067342904e7d429499a6f277e"
 dependencies = [
  "find-msvc-tools",
- "jobserver",
- "libc",
  "shlex",
 ]
 
@@ -352,17 +333,6 @@ version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f079e83a288787bcd14a6aea84cee5c87a67c5a3e660c30f557a3d24761b3527"
 
-[[package]]
-name = "chacha20"
-version = "0.9.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c3613f74bd2eac03dad61bd53dbe620703d4371614fe0bc3b9f04dd36fe4e818"
-dependencies = [
- "cfg-if",
- "cipher",
- "cpufeatures 0.2.17",
-]
-
 [[package]]
 name = "chacha20"
 version = "0.10.2"
@@ -374,19 +344,6 @@ dependencies = [
  "rand_core 0.10.1",
 ]
 
-[[package]]
-name = "chacha20poly1305"
-version = "0.10.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "10cd79432192d1c0f4e1a0fef9527696cc039165d729fb41b3f4f4f354c2dc35"
-dependencies = [
- "aead",
- "chacha20 0.9.1",
- "cipher",
- "poly1305",
- "zeroize",
-]
-
 [[package]]
 name = "chrono"
 version = "0.4.45"
@@ -408,16 +365,6 @@ checksum = "773f3b9af64447d2ce9850330c473515014aa235e6a783b02db81ff39e4a3dad"
 dependencies = [
  "crypto-common 0.1.7",
  "inout",
- "zeroize",
-]
-
-[[package]]
-name = "clack-private-fs"
-version = "1.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2fcca21d8096fca7f1c3a22c3109e38927c9b587007c9c7a13b327e5a955baba"
-dependencies = [
- "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -477,7 +424,7 @@ version = "0.24.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fa95a34622365fa5bbf40b20b75dba8dfa8c94c734aea8ac9a5ca38af14316f1"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "core-foundation",
  "core-graphics-types",
  "foreign-types",
@@ -490,7 +437,7 @@ version = "0.25.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "064badf302c3194842cf2c5d61f56cc88e54a759313879cdf03abdd27d0c3b97"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "core-foundation",
  "core-graphics-types",
  "foreign-types",
@@ -503,7 +450,7 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3d44a101f213f6c4cdc1853d4b78aef6db6bdfa3468798cc1d9912f4735013eb"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "core-foundation",
  "libc",
 ]
@@ -514,7 +461,7 @@ version = "0.14.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7d5d7dca3ebcf65a035582c9ad4385371a9d9ee6537474d2a278f4e1e475bb58"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "libc",
  "objc2-audio-toolbox",
  "objc2-core-audio",
@@ -675,7 +622,7 @@ version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1e0e367e4e7da84520dedcac1901e4da967309406d1e51017ae1abfb97adbd38"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "objc2 0.6.4",
 ]
 
@@ -809,16 +756,6 @@ dependencies = [
  "percent-encoding",
 ]
 
-[[package]]
-name = "fs4"
-version = "1.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e72ed92b67c146290f88e9c89d60ca163ea417a446f61ffd7b72df3e7f1dfd5"
-dependencies = [
- "rustix 1.1.4",
- "windows-sys 0.61.2",
-]
-
 [[package]]
 name = "futures"
 version = "0.3.34"
@@ -923,7 +860,7 @@ version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1bd49230192a3797a9a4d6abe9b3eed6f7fa4c8a8a4947977c6f80025f92cbd8"
 dependencies = [
- "rustix 1.1.4",
+ "rustix",
  "windows-link",
 ]
 
@@ -940,18 +877,6 @@ 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"
@@ -961,7 +886,7 @@ dependencies = [
  "cfg-if",
  "js-sys",
  "libc",
- "r-efi 6.0.0",
+ "r-efi",
  "rand_core 0.10.1",
  "wasm-bindgen",
 ]
@@ -988,15 +913,6 @@ version = "0.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
 
-[[package]]
-name = "hkdf"
-version = "0.12.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7b5f8eb2ad728638ea2c7d47a21db23b7b58a72ed6a38256b8a1849f15fbbdf7"
-dependencies = [
- "hmac",
-]
-
 [[package]]
 name = "hmac"
 version = "0.12.1"
@@ -1362,16 +1278,6 @@ dependencies = [
  "syn 2.0.119",
 ]
 
-[[package]]
-name = "jobserver"
-version = "0.1.35"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1c00acbd29eabad4a2392fa0e921c874934dbbf4194312ad20f04a0ed67a3cb3"
-dependencies = [
- "getrandom 0.4.3",
- "libc",
-]
-
 [[package]]
 name = "js-sys"
 version = "0.3.105"
@@ -1398,12 +1304,6 @@ dependencies = [
  "libc",
 ]
 
-[[package]]
-name = "linux-raw-sys"
-version = "0.4.15"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d26c52dbd32dccf2d10cac7725f8eae5296885fb5703b261f7d0a0739ec807ab"
-
 [[package]]
 name = "linux-raw-sys"
 version = "0.12.1"
@@ -1511,7 +1411,7 @@ version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c3f42e7bbe13d351b6bead8286a43aac9534b82bd3cc43e47037f012ebfd62d4"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "jni-sys 0.3.1",
  "log",
  "ndk-sys",
@@ -1540,7 +1440,7 @@ version = "0.27.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2eb04e9c688eff1c89d72b407f168cf79bb9e867a9d3323ed6c01519eb9cc053"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "cfg-if",
  "libc",
 ]
@@ -1551,7 +1451,7 @@ version = "0.31.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cf20d2fde8ff38632c426f1165ed7436270b44f199fc55284c38276f9db47c3d"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "cfg-if",
  "cfg_aliases",
  "libc",
@@ -1645,7 +1545,7 @@ version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e4e89ad9e3d7d297152b17d39ed92cd50ca8063a89a9fa569046d41568891eff"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "block2 0.5.1",
  "libc",
  "objc2 0.5.2",
@@ -1661,7 +1561,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d49e936b501e5c5bf01fda3a9452ff86dc3ea98ad5f283e1455153142d97518c"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "objc2 0.6.4",
  "objc2-core-foundation",
  "objc2-core-graphics",
@@ -1674,7 +1574,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6948501a91121d6399b79abaa33a8aa4ea7857fe019f341b8c23ad6e81b79b08"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "libc",
  "objc2 0.6.4",
  "objc2-core-audio",
@@ -1689,7 +1589,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "13a380031deed8e99db00065c45937da434ca987c034e13b87e4441f9e4090be"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "objc2 0.6.4",
  "objc2-foundation 0.3.2",
 ]
@@ -1713,7 +1613,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5a89f2ec274a0cf4a32642b2991e8b351a404d290da87bb6a9a9d8632490bd1c"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "objc2 0.6.4",
 ]
 
@@ -1723,7 +1623,7 @@ version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "617fbf49e071c178c0b24c080767db52958f716d9eabdf0890523aeae54773ef"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "block2 0.5.1",
  "objc2 0.5.2",
  "objc2-foundation 0.2.2",
@@ -1735,7 +1635,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2a180dd8642fa45cdb7dd721cd4c11b1cadd4929ce112ebd8b9f5803cc79d536"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "block2 0.6.2",
  "dispatch2",
  "libc",
@@ -1748,7 +1648,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e022c9d066895efa1345f8e33e584b9f958da2fd4cd116792e15e07e4720a807"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "dispatch2",
  "objc2 0.6.4",
  "objc2-core-foundation",
@@ -1779,7 +1679,7 @@ version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0ee638a5da3799329310ad4cfa62fbf045d5f56e3ef5ba4149e7452dcf89d5a8"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "block2 0.5.1",
  "libc",
  "objc2 0.5.2",
@@ -1791,7 +1691,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e3e0adef53c21f888deb4fa59fc59f7eb17404926ee8a6f59f5df0fd7f9f3272"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "block2 0.6.2",
  "libc",
  "objc2 0.6.4",
@@ -1804,7 +1704,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "180788110936d59bab6bd83b6060ffdfffb3b922ba1396b312ae795e1de9d81d"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "objc2 0.6.4",
  "objc2-core-foundation",
 ]
@@ -1815,7 +1715,7 @@ version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dd0cba1276f6023976a406a14ffa85e1fdd19df6b0f737b063b95f6c8c7aadd6"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "block2 0.5.1",
  "objc2 0.5.2",
  "objc2-foundation 0.2.2",
@@ -1827,7 +1727,7 @@ version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e42bee7bff906b14b167da2bac5efe6b6a07e6f7c0a21a7308d40c960242dc7a"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "block2 0.5.1",
  "objc2 0.5.2",
  "objc2-foundation 0.2.2",
@@ -1899,24 +1799,13 @@ version = "0.18.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "60769b8b31b2a9f263dae2776c37b1b28ae246943cf719eb6946a1db05128a61"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "crc32fast",
  "fdeflate",
  "flate2",
  "miniz_oxide",
 ]
 
-[[package]]
-name = "poly1305"
-version = "0.8.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8159bd90725d2df49889a078b54f4f79e87f1f8a8444194cdca81d38f5393abf"
-dependencies = [
- "cpufeatures 0.2.17",
- "opaque-debug",
- "universal-hash",
-]
-
 [[package]]
 name = "polyval"
 version = "0.6.2"
@@ -2048,12 +1937,6 @@ 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"
@@ -2067,27 +1950,17 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e058c7de0b26af77780c769414d6257830bb240f3c38477dbc2c16e5f54d6d4c"
 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 = "0.10.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "65c9fb96cbc91e3478eaae79a69fcd3f1ae4ad052e471fe6732fff548984b4af"
 dependencies = [
- "chacha20 0.10.2",
+ "chacha20",
  "getrandom 0.4.3",
  "rand_core 0.10.1",
 ]
@@ -2102,16 +1975,6 @@ 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"
@@ -2121,15 +1984,6 @@ 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"
@@ -2151,7 +2005,7 @@ version = "0.5.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed2bf2547551a7053d6fdfafda3f938979645c44812fbfcda098faae3f1a362d"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
 ]
 
 [[package]]
@@ -2299,29 +2153,16 @@ dependencies = [
  "semver",
 ]
 
-[[package]]
-name = "rustix"
-version = "0.38.44"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fdb5bc1ae2baa591800df16c9ca78619bf65c0488b41b96ccec5d11220d8c154"
-dependencies = [
- "bitflags 2.13.1",
- "errno",
- "libc",
- "linux-raw-sys 0.4.15",
- "windows-sys 0.52.0",
-]
-
 [[package]]
 name = "rustix"
 version = "1.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b6fe4565b9518b83ef4f91bb47ce29620ca828bd32cb7e408f0062e9930ba190"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "errno",
  "libc",
- "linux-raw-sys 0.12.1",
+ "linux-raw-sys",
  "windows-sys 0.61.2",
 ]
 
@@ -2647,7 +2488,7 @@ dependencies = [
  "fastrand",
  "getrandom 0.4.3",
  "once_cell",
- "rustix 1.1.4",
+ "rustix",
  "windows-sys 0.61.2",
 ]
 
@@ -2723,7 +2564,7 @@ dependencies = [
 
 [[package]]
 name = "tinybus"
-version = "0.1.6"
+version = "0.3.6"
 dependencies = [
  "async-trait",
  "flate2",
@@ -2744,7 +2585,7 @@ dependencies = [
 
 [[package]]
 name = "tinybus-macros"
-version = "0.1.6"
+version = "0.3.6"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2753,7 +2594,7 @@ dependencies = [
 
 [[package]]
 name = "tinybus-module"
-version = "0.1.6"
+version = "0.3.6"
 dependencies = [
  "async-trait",
  "serde",
@@ -2935,6 +2776,24 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "tinyinference-embeddings"
+version = "0.5.0"
+dependencies = [
+ "anyhow",
+ "async-trait",
+ "once_cell",
+ "regex",
+ "reqwest",
+ "serde",
+ "serde_json",
+ "thiserror 2.0.20",
+ "tinyinference-core",
+ "tokio",
+ "tracing",
+ "url",
+]
+
 [[package]]
 name = "tinyinference-llm"
 version = "0.5.0"
@@ -2948,6 +2807,7 @@ dependencies = [
  "serde_json",
  "thiserror 2.0.20",
  "tinyinference-core",
+ "tinyinference-embeddings",
  "tinyinference-providers",
  "tinytools-agent",
  "tokio",
@@ -2958,55 +2818,41 @@ dependencies = [
 name = "tinyinference-providers"
 version = "0.5.0"
 dependencies = [
+ "async-trait",
  "base64 0.23.1",
  "rand 0.10.3",
  "reqwest",
  "serde",
  "serde_json",
  "sha2 0.11.0",
- "tinystoragedrivers-secrets",
+ "tinystoragedrivers-api",
  "tracing",
  "url",
  "zeroize",
 ]
 
 [[package]]
-name = "tinystoragedrivers-core"
-version = "1.0.0"
-source = "git+https://github.com/tinyhumansai/tinystoragedrivers?tag=v1.0.0#141fd9ed0ad5d14a8fb5a1b3e837a719e81ac08d"
+name = "tinystoragedrivers-api"
+version = "2.1.0"
+source = "git+https://github.com/tinyhumansai/tinystoragedrivers?rev=05eaada962decbab33bafa4763d2bd1a67f6b456#05eaada962decbab33bafa4763d2bd1a67f6b456"
 dependencies = [
  "async-trait",
- "data-encoding",
+ "bytes",
+ "futures-core",
  "serde",
  "serde_json",
- "sha2 0.10.9",
- "thiserror 2.0.20",
- "tokio",
- "ulid",
- "zstd",
+ "tinystoragedrivers-types",
+ "zeroize",
 ]
 
 [[package]]
-name = "tinystoragedrivers-secrets"
-version = "1.0.0"
-source = "git+https://github.com/tinyhumansai/tinystoragedrivers?tag=v1.0.0#141fd9ed0ad5d14a8fb5a1b3e837a719e81ac08d"
+name = "tinystoragedrivers-types"
+version = "2.1.0"
+source = "git+https://github.com/tinyhumansai/tinystoragedrivers?rev=05eaada962decbab33bafa4763d2bd1a67f6b456#05eaada962decbab33bafa4763d2bd1a67f6b456"
 dependencies = [
- "async-trait",
- "atomicwrites",
- "chacha20poly1305",
- "clack-private-fs",
- "fs4",
- "hkdf",
- "rustix 1.1.4",
  "serde",
  "serde_json",
- "sha2 0.10.9",
- "tinystoragedrivers-core",
- "tokio",
- "winapi-util",
- "windows-permissions",
- "winsafe",
- "zeroize",
+ "thiserror 2.0.20",
 ]
 
 [[package]]
@@ -3021,8 +2867,8 @@ dependencies = [
 
 [[package]]
 name = "tinytools"
-version = "0.5.0"
-source = "git+https://github.com/tinyhumansai/tinytools?rev=bd60b9b52f1998b4483b9cf107a72d3338e672f8#bd60b9b52f1998b4483b9cf107a72d3338e672f8"
+version = "0.6.0"
+source = "git+https://github.com/tinyhumansai/tinytools?rev=3a01641f8ebd8a55656cd212f9a90638d958a447#3a01641f8ebd8a55656cd212f9a90638d958a447"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -3032,8 +2878,8 @@ dependencies = [
 
 [[package]]
 name = "tinytools-agent"
-version = "0.5.0"
-source = "git+https://github.com/tinyhumansai/tinytools?rev=bd60b9b52f1998b4483b9cf107a72d3338e672f8#bd60b9b52f1998b4483b9cf107a72d3338e672f8"
+version = "0.6.0"
+source = "git+https://github.com/tinyhumansai/tinytools?rev=3a01641f8ebd8a55656cd212f9a90638d958a447#3a01641f8ebd8a55656cd212f9a90638d958a447"
 dependencies = [
  "regex",
  "serde",
@@ -3184,7 +3030,7 @@ version = "0.6.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4cfcf7e2740e6fc6d4d688b4ef00650406bb94adf4731e43c096c3a19fe40840"
 dependencies = [
- "bitflags 2.13.1",
+ "bitflags",
  "bytes",
  "futures-util",
  "http",
@@ -3300,16 +3146,6 @@ dependencies = [
  "syn 3.0.9",
 ]
 
-[[package]]
-name = "ulid"
-version = "1.2.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "470dbf6591da1b39d43c14523b2b469c86879a53e8b758c8e090a470fe7b1fbe"
-dependencies = [
- "rand 0.9.5",
- "web-time",
-]
-
 [[package]]
 name = "unicase"
 version = "2.9.0"
@@ -3340,9 +3176,9 @@ checksum = "8ecb6da28b8a351d773b68d5825ac39017e680750f980f3a1a85cd8dd28a47c1"
 
 [[package]]
 name = "ureq"
-version = "3.4.0"
+version = "3.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "972d7902c8735f2695410b8aed7df6ed12a47394aa1c8d7af49f0497b731a94d"
+checksum = "cde93ff05758a36a851a398a772b0b79a82fbe3c186a46f2696baaeaf84c966b"
 dependencies = [
  "base64 0.23.1",
  "flate2",
@@ -3357,9 +3193,9 @@ dependencies = [
 
 [[package]]
 name = "ureq-proto"
-version = "0.6.1"
+version = "0.6.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da5f78b09e6941e1a0f2e30e695e4b120377b54d5e0aec11b594bb57b3971613"
+checksum = "841583fc36089d7d59419568ae157f43a5a03a2e5a81ba87c77d1596ef46e922"
 dependencies = [
  "base64 0.23.1",
  "http",
@@ -3445,15 +3281,6 @@ 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 = "0.2.128"
@@ -3754,16 +3581,6 @@ dependencies = [
  "windows-link",
 ]
 
-[[package]]
-name = "windows-permissions"
-version = "0.2.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9e2ccdc3c6bf4d4a094e031b63fadd08d8e42abd259940eb8aa5fdc09d4bf9be"
-dependencies = [
- "bitflags 1.3.2",
- "winapi",
-]
-
 [[package]]
 name = "windows-result"
 version = "0.1.2"
@@ -3976,18 +3793,6 @@ dependencies = [
  "memchr",
 ]
 
-[[package]]
-name = "winsafe"
-version = "0.0.29"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ef0ffc427f045c0cc9ebffd6f4f91153dcd2a1547b5c3c29ee3f541e16e95c6"
-
-[[package]]
-name = "wit-bindgen"
-version = "0.57.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ebf944e87a7c253233ad6766e082e3cd714b5d03812acc24c318f549614536e"
-
 [[package]]
 name = "writeable"
 version = "0.6.4"
@@ -4001,7 +3806,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9993aa5be5a26815fe2c3eacfc1fde061fc1a1f094bf1ad2a18bf9c495dd7414"
 dependencies = [
  "gethostname",
- "rustix 1.1.4",
+ "rustix",
  "x11rb-protocol",
 ]
 
@@ -4018,7 +3823,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32e45ad4206f6d2479085147f02bc2ef834ac85886624a23575ae137c8aa8156"
 dependencies = [
  "libc",
- "rustix 1.1.4",
+ "rustix",
 ]
 
 [[package]]
@@ -4180,34 +3985,6 @@ dependencies = [
  "simd-adler32",
 ]
 
-[[package]]
-name = "zstd"
-version = "0.13.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e91ee311a569c327171651566e07972200e76fcfe2242a4fa446149a3881c08a"
-dependencies = [
- "zstd-safe",
-]
-
-[[package]]
-name = "zstd-safe"
-version = "7.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64d80649ab6db9d9f6f9c80a40becd948eda4714a0a5ac8c4d157a32231c7882"
-dependencies = [
- "zstd-sys",
-]
-
-[[package]]
-name = "zstd-sys"
-version = "2.1.2+zstd.1.5.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "481ada9c543b2323cbb7bbdbb5249177fbf0188ed959ed2c15e4b22421c84ed3"
-dependencies = [
- "cc",
- "pkg-config",
-]
-
 [[package]]
 name = "zune-core"
 version = "0.5.3"
diff --git a/Cargo.toml b/Cargo.toml
index 184e0d1f..cced4438 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -52,11 +52,11 @@ tinycomputer-accessibility = { path = "crates/tinycomputer-accessibility" }
 # crate of the vendored `vendor/tinyinference` submodule, pinned by its gitlink
 # so provider validation and retry behavior are reproducible. Only this crate
 # of TinyInference is linked into the module.
-tinyinference-decisions = { git = "https://github.com/tinyhumansai/tinyinference", rev = "02c01b72f70cd3747304b2a5a696b52a49fdd4fd" }
+tinyinference-decisions = { git = "https://github.com/tinyhumansai/tinyinference", rev = "26af7607d3759f0e6096d3ba8fd3bbd9d1589821" }
 # The optional LLM planner's model client (engine `planner` feature) and the
 # lab's author. Naming the shared source lets a host workspace redirect it to
 # its single TinyInference copy; standalone builds use the local patch below.
-tinyinference-llm = { git = "https://github.com/tinyhumansai/tinyinference", rev = "02c01b72f70cd3747304b2a5a696b52a49fdd4fd" }
+tinyinference-llm = { git = "https://github.com/tinyhumansai/tinyinference", rev = "26af7607d3759f0e6096d3ba8fd3bbd9d1589821" }
 # The browser automation engine, linked as a library: `execute_command` over a
 # `DaemonState`. Vendored from the tinyhumansai fork until
 # vercel-labs/agent-browser#2008 lands upstream.
@@ -74,13 +74,13 @@ agent-desktop-linux = { path = "vendor/agent-desktop/crates/linux" }
 # TinyBus defines the message types, interface macro, and frozen module ABI
 # used by the generated integration. Socket and CLI features are unnecessary
 # here.
-tinybus = { version = ">=0.1.3, <0.2", default-features = false, features = [
+tinybus = { version = ">=0.3.6, <0.4", default-features = false, features = [
     "macros",
     "modules",
 ] }
 # The module-side SDK owns the isolated runtime and exports the ABI entrypoints
 # required by TinyBus's dynamic loader.
-tinybus-module = { version = ">=0.1.3, <0.2" }
+tinybus-module = { version = ">=0.3.6, <0.4" }
 # Derive macros for the crate-wide error types, e.g.
 # `crates/tinycomputer-desktop/src/error/`.
 # Every dependency entry should carry a comment like this one saying why it is
diff --git a/vendor/agent-browser b/vendor/agent-browser
index 11303656..7677f3cd 160000
--- a/vendor/agent-browser
+++ b/vendor/agent-browser
@@ -1 +1 @@
-Subproject commit 11303656ac6121f56bceb9769339085ef004d339
+Subproject commit 7677f3cd0fe104edb2806143d3de5f08f7b345a0
diff --git a/vendor/tinybus b/vendor/tinybus
index aa36051e..6ce06bc6 160000
--- a/vendor/tinybus
+++ b/vendor/tinybus
@@ -1 +1 @@
-Subproject commit aa36051e2d384b09a1fb7871758fcf22c2a7e709
+Subproject commit 6ce06bc674e4f4d718aa51e643ef62c1f372e270
diff --git a/vendor/tinyinference b/vendor/tinyinference
index 02c01b72..26af7607 160000
--- a/vendor/tinyinference
+++ b/vendor/tinyinference
@@ -1 +1 @@
-Subproject commit 02c01b72f70cd3747304b2a5a696b52a49fdd4fd
+Subproject commit 26af7607d3759f0e6096d3ba8fd3bbd9d1589821