diff --git a/Cargo.lock b/Cargo.lock
index a96ad805..7e4dd2e6 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -475,16 +475,7 @@ version = "6.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "16f5094c54661b38d03bd7e50df373292118db60b585c08a411c6d840017fe7d"
 dependencies = [
- "dirs-sys 0.5.0",
-]
-
-[[package]]
-name = "dirs"
-version = "5.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44c45a9d03d6676652bcb5e724c7e988de1acad23a711b5217ab9cbecbec2225"
-dependencies = [
- "dirs-sys 0.4.1",
+ "dirs-sys",
 ]
 
 [[package]]
@@ -493,19 +484,7 @@ version = "6.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c3e8aa94d75141228480295a7d0e7feb620b1a5ad9f12bc40be62411e38cce4e"
 dependencies = [
- "dirs-sys 0.5.0",
-]
-
-[[package]]
-name = "dirs-sys"
-version = "0.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "520f05a5cbd335fae5a99ff7a6ab8627577660ee5cfd6a94a6a929b52ff0321c"
-dependencies = [
- "libc",
- "option-ext",
- "redox_users 0.4.6",
- "windows-sys 0.48.0",
+ "dirs-sys",
 ]
 
 [[package]]
@@ -516,7 +495,7 @@ checksum = "e01a3366d27ee9890022452ee61b2b63a67e6f13f58900b651ff5665f0bb1fab"
 dependencies = [
  "libc",
  "option-ext",
- "redox_users 0.5.3",
+ "redox_users",
  "windows-sys 0.61.2",
 ]
 
@@ -1417,6 +1396,25 @@ dependencies = [
  "autocfg",
 ]
 
+[[package]]
+name = "objc2-core-foundation"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2a180dd8642fa45cdb7dd721cd4c11b1cadd4929ce112ebd8b9f5803cc79d536"
+dependencies = [
+ "bitflags",
+]
+
+[[package]]
+name = "objc2-io-kit"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "33fafba39597d6dc1fb709123dfa8289d39406734be322956a69f0931c73bb15"
+dependencies = [
+ "libc",
+ "objc2-core-foundation",
+]
+
 [[package]]
 name = "once_cell"
 version = "1.21.4"
@@ -1446,7 +1444,7 @@ dependencies = [
  "chrono-tz",
  "cron",
  "directories",
- "dirs 6.0.0",
+ "dirs",
  "dotenvy",
  "ed25519-dalek",
  "flate2",
@@ -1476,15 +1474,16 @@ dependencies = [
  "serde_repr",
  "serde_yaml",
  "sha2 0.10.9",
- "sysinfo",
+ "sysinfo 0.33.1",
  "tar",
  "tempfile",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyagents-definition",
  "tinyagents-graph",
  "tinyagents-harness",
  "tinyagents-orchestration",
  "tinyagents-registry",
+ "tinyagents-runtime",
  "tinyagents-session",
  "tinybus",
  "tinychannels-bus",
@@ -1503,8 +1502,8 @@ dependencies = [
  "tinymemory-sources",
  "tinyruntime-bus",
  "tinyskills",
- "tinytools",
- "tinytools-agent",
+ "tinytools 0.3.0",
+ "tinytools-agent 0.3.0",
  "tokio",
  "tokio-stream",
  "tokio-tungstenite",
@@ -1519,7 +1518,7 @@ dependencies = [
  "windows-sys 0.61.2",
  "x25519-dalek",
  "zeroize",
- "zip",
+ "zip 2.4.2",
 ]
 
 [[package]]
@@ -1532,7 +1531,7 @@ dependencies = [
  "serde",
  "serde_json",
  "tempfile",
- "thiserror 2.0.20",
+ "thiserror",
  "tokio",
  "url",
  "uuid",
@@ -1739,7 +1738,7 @@ dependencies = [
  "rustc-hash",
  "rustls",
  "socket2",
- "thiserror 2.0.20",
+ "thiserror",
  "tokio",
  "tracing",
  "web-time",
@@ -1761,7 +1760,7 @@ dependencies = [
  "rustls",
  "rustls-pki-types",
  "slab",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyvec",
  "tracing",
  "web-time",
@@ -1875,17 +1874,6 @@ dependencies = [
  "bitflags",
 ]
 
-[[package]]
-name = "redox_users"
-version = "0.4.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba009ff324d1fc1b900bd1fdb31564febe58a8ccc8a6fdbb93b543d33b13ca43"
-dependencies = [
- "getrandom 0.2.17",
- "libredox",
- "thiserror 1.0.69",
-]
-
 [[package]]
 name = "redox_users"
 version = "0.5.3"
@@ -1893,7 +1881,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "60dc65c0ff1a7ae1294b0c67b9f14baf70b644404010370171787bfac1038fc0"
 dependencies = [
  "libredox",
- "thiserror 2.0.20",
+ "thiserror",
 ]
 
 [[package]]
@@ -2013,7 +2001,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c51c9ae4df8a7fba42103df5c621fa3c37eccf3a3c650879e90fc48b11cc192c"
 dependencies = [
  "hashbrown 0.16.1",
- "thiserror 2.0.20",
+ "thiserror",
 ]
 
 [[package]]
@@ -2483,7 +2471,21 @@ dependencies = [
  "libc",
  "memchr",
  "ntapi",
- "windows",
+ "windows 0.57.0",
+]
+
+[[package]]
+name = "sysinfo"
+version = "0.38.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "92ab6a2f8bfe508deb3c6406578252e491d299cbbf3bc0529ecc3313aee4a52f"
+dependencies = [
+ "libc",
+ "memchr",
+ "ntapi",
+ "objc2-core-foundation",
+ "objc2-io-kit",
+ "windows 0.62.2",
 ]
 
 [[package]]
@@ -2510,33 +2512,13 @@ dependencies = [
  "windows-sys 0.61.2",
 ]
 
-[[package]]
-name = "thiserror"
-version = "1.0.69"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b6aaf5339b578ea85b50e080feb250a3e8ae8cfcdff9a461c9ec2904bc923f52"
-dependencies = [
- "thiserror-impl 1.0.69",
-]
-
 [[package]]
 name = "thiserror"
 version = "2.0.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ec86235f5fcc2a73650310756d2ac5b138a5780bbbdfae3eeccec992c435ba4f"
 dependencies = [
- "thiserror-impl 2.0.20",
-]
-
-[[package]]
-name = "thiserror-impl"
-version = "1.0.69"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.119",
+ "thiserror-impl",
 ]
 
 [[package]]
@@ -2573,19 +2555,15 @@ version = "2.1.2"
 dependencies = [
  "anyhow",
  "async-trait",
- "chrono",
  "futures",
- "reqwest",
  "rusqlite",
  "serde",
  "serde_json",
- "sha2 0.11.0",
  "tinyagents-harness",
- "tinyagents-language",
- "tinyagents-tracing",
  "tinyinference-llm",
- "tinytools",
+ "tinytools 0.3.0",
  "tokio",
+ "tracing",
 ]
 
 [[package]]
@@ -2595,12 +2573,10 @@ dependencies = [
  "anyhow",
  "async-trait",
  "base64 0.22.1",
- "bytes",
  "chrono",
- "dirs 5.0.1",
+ "dirs",
  "flate2",
  "futures",
- "log",
  "regex",
  "reqwest",
  "rusqlite",
@@ -2608,27 +2584,18 @@ dependencies = [
  "serde_json",
  "sha2 0.11.0",
  "tempfile",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyagents-definition",
- "tinyagents-tracing",
  "tinyinference-embeddings",
  "tinyinference-llm",
- "tinytools",
- "tinytools-agent",
+ "tinytools 0.3.0",
+ "tinytools-agent 0.3.0",
  "tokio",
+ "tracing",
  "uuid",
  "wait-timeout",
 ]
 
-[[package]]
-name = "tinyagents-language"
-version = "2.1.2"
-dependencies = [
- "serde",
- "serde_json",
- "tinyagents-harness",
-]
-
 [[package]]
 name = "tinyagents-orchestration"
 version = "2.1.2"
@@ -2639,9 +2606,13 @@ dependencies = [
  "parking_lot",
  "serde",
  "serde_json",
+ "thiserror",
  "tinyagents-graph",
  "tinyagents-harness",
+ "tinyagents-runtime",
  "tinyagents-session",
+ "tinyinference-llm",
+ "tinytools 0.3.0",
  "tokio",
  "uuid",
 ]
@@ -2651,14 +2622,27 @@ name = "tinyagents-registry"
 version = "2.1.2"
 dependencies = [
  "anyhow",
+ "chrono",
  "serde",
  "serde_json",
  "tinyagents-definition",
- "tinyagents-graph",
  "tinyagents-harness",
- "tinyagents-language",
  "tinyinference-llm",
- "tinytools",
+ "tinytools 0.3.0",
+]
+
+[[package]]
+name = "tinyagents-runtime"
+version = "2.1.2"
+dependencies = [
+ "async-trait",
+ "chrono",
+ "thiserror",
+ "tinyagents-harness",
+ "tinyagents-session",
+ "tinyinference-llm",
+ "tinytools 0.3.0",
+ "tokio",
 ]
 
 [[package]]
@@ -2666,19 +2650,15 @@ name = "tinyagents-session"
 version = "2.1.2"
 dependencies = [
  "anyhow",
+ "async-trait",
  "chrono",
- "log",
  "rusqlite",
  "serde",
  "serde_json",
  "tinyagents-harness",
- "tinyagents-tracing",
+ "tracing",
 ]
 
-[[package]]
-name = "tinyagents-tracing"
-version = "2.1.2"
-
 [[package]]
 name = "tinybus"
 version = "0.1.1"
@@ -2686,7 +2666,7 @@ dependencies = [
  "async-trait",
  "serde",
  "serde_json",
- "thiserror 2.0.20",
+ "thiserror",
  "tinybus-macros",
  "tokio",
  "tracing",
@@ -2717,7 +2697,7 @@ dependencies = [
  "serde",
  "serde_json",
  "sha2 0.10.9",
- "thiserror 2.0.20",
+ "thiserror",
  "tokio",
  "tracing",
  "uuid",
@@ -2740,10 +2720,10 @@ dependencies = [
  "regex",
  "serde",
  "serde_json",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyhivemind-core",
  "tinyinference-llm",
- "tinytools",
+ "tinytools 0.3.0",
  "tokio",
 ]
 
@@ -2754,7 +2734,7 @@ dependencies = [
  "regex",
  "serde",
  "serde_json",
- "thiserror 2.0.20",
+ "thiserror",
 ]
 
 [[package]]
@@ -2763,7 +2743,7 @@ version = "0.2.1"
 dependencies = [
  "serde",
  "serde_json",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyhivemind",
  "tokio",
 ]
@@ -2774,7 +2754,7 @@ version = "0.2.1"
 dependencies = [
  "serde",
  "serde_json",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyhivemind",
  "tinyhivemind-core",
  "tinyjevclient",
@@ -2788,7 +2768,7 @@ dependencies = [
  "openhuman-embed",
  "serde",
  "serde_json",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyhivemind",
  "tinyhivemind-core",
  "tinyhivemind-embed",
@@ -2802,7 +2782,7 @@ version = "0.2.1"
 dependencies = [
  "serde",
  "serde_json",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyhivemind",
  "tinyhivemind-embed",
  "tokio",
@@ -2827,7 +2807,7 @@ dependencies = [
  "reqwest",
  "serde",
  "serde_json",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyinference-core",
  "tokio",
  "tracing",
@@ -2845,18 +2825,18 @@ dependencies = [
  "serde",
  "serde_json",
  "sha2 0.11.0",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyinference-core",
+ "tinytools-agent 0.3.0 (git+https://github.com/tinyhumansai/tinytools?rev=a5d04a7f3af0abc1dd748f87f94871b36ae9fe71)",
  "tokio",
  "tracing",
- "url",
 ]
 
 [[package]]
 name = "tinyinference-local"
 version = "0.3.0"
 dependencies = [
- "base64 0.22.1",
+ "base64 0.23.1",
  "bytes",
  "flate2",
  "futures",
@@ -2869,9 +2849,9 @@ dependencies = [
  "serde",
  "serde_json",
  "sha2 0.11.0",
- "sysinfo",
+ "sysinfo 0.38.4",
  "tar",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyinference-core",
  "tinyinference-embeddings",
  "tinyinference-llm",
@@ -2879,25 +2859,19 @@ dependencies = [
  "tracing",
  "url",
  "uuid",
- "zip",
+ "zip 8.6.0",
 ]
 
 [[package]]
 name = "tinyinference-providers"
 version = "0.3.0"
 dependencies = [
- "async-trait",
- "base64 0.22.1",
- "rand 0.9.5",
+ "base64 0.23.1",
+ "rand 0.10.2",
  "reqwest",
  "serde",
  "serde_json",
  "sha2 0.11.0",
- "thiserror 2.0.20",
- "tinyinference-core",
- "tinyinference-llm",
- "tokio",
- "tracing",
  "url",
 ]
 
@@ -2905,8 +2879,7 @@ dependencies = [
 name = "tinyinference-voice"
 version = "0.3.0"
 dependencies = [
- "base64 0.22.1",
- "log",
+ "base64 0.23.1",
  "reqwest",
  "serde",
  "serde_json",
@@ -2924,7 +2897,7 @@ dependencies = [
  "reqwest",
  "serde",
  "serde_json",
- "thiserror 2.0.20",
+ "thiserror",
  "tokio",
 ]
 
@@ -2941,7 +2914,7 @@ version = "0.3.2"
 dependencies = [
  "anyhow",
  "base64 0.23.1",
- "dirs 6.0.0",
+ "dirs",
  "futures-util",
  "parking_lot",
  "reqwest",
@@ -2949,7 +2922,7 @@ dependencies = [
  "serde",
  "serde_json",
  "sha2 0.11.0",
- "thiserror 2.0.20",
+ "thiserror",
  "tinymcp-bus",
  "tokio",
  "tracing",
@@ -2987,7 +2960,7 @@ dependencies = [
  "serde",
  "serde_json",
  "sha2 0.11.0",
- "thiserror 2.0.20",
+ "thiserror",
  "uuid",
 ]
 
@@ -3028,7 +3001,7 @@ dependencies = [
  "serde_json",
  "serde_yaml",
  "sha2 0.10.9",
- "thiserror 2.0.20",
+ "thiserror",
  "tokio",
  "tracing",
  "url",
@@ -3046,7 +3019,18 @@ dependencies = [
 
 [[package]]
 name = "tinytools"
-version = "0.2.0"
+version = "0.3.0"
+dependencies = [
+ "anyhow",
+ "async-trait",
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "tinytools"
+version = "0.3.0"
+source = "git+https://github.com/tinyhumansai/tinytools?rev=a5d04a7f3af0abc1dd748f87f94871b36ae9fe71#a5d04a7f3af0abc1dd748f87f94871b36ae9fe71"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -3056,12 +3040,23 @@ dependencies = [
 
 [[package]]
 name = "tinytools-agent"
-version = "0.2.0"
+version = "0.3.0"
+dependencies = [
+ "regex",
+ "serde",
+ "serde_json",
+ "tinytools 0.3.0",
+]
+
+[[package]]
+name = "tinytools-agent"
+version = "0.3.0"
+source = "git+https://github.com/tinyhumansai/tinytools?rev=a5d04a7f3af0abc1dd748f87f94871b36ae9fe71#a5d04a7f3af0abc1dd748f87f94871b36ae9fe71"
 dependencies = [
  "regex",
  "serde",
  "serde_json",
- "tinytools",
+ "tinytools 0.3.0 (git+https://github.com/tinyhumansai/tinytools?rev=a5d04a7f3af0abc1dd748f87f94871b36ae9fe71)",
 ]
 
 [[package]]
@@ -3316,9 +3311,15 @@ dependencies = [
  "rustls",
  "rustls-pki-types",
  "sha1",
- "thiserror 2.0.20",
+ "thiserror",
 ]
 
+[[package]]
+name = "typed-path"
+version = "0.12.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8e28f89b80c87b8fb0cf04ab448d5dd0dd0ade2f8891bae878de66a75a28600e"
+
 [[package]]
 name = "typenum"
 version = "1.20.1"
@@ -3596,6 +3597,27 @@ dependencies = [
  "windows-targets 0.52.6",
 ]
 
+[[package]]
+name = "windows"
+version = "0.62.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "527fadee13e0c05939a6a05d5bd6eec6cd2e3dbd648b9f8e447c6518133d8580"
+dependencies = [
+ "windows-collections",
+ "windows-core 0.62.2",
+ "windows-future",
+ "windows-numerics",
+]
+
+[[package]]
+name = "windows-collections"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "23b2d95af1a8a14a3c7367e1ed4fc9c20e0a26e79551b1454d72583c97cc6610"
+dependencies = [
+ "windows-core 0.62.2",
+]
+
 [[package]]
 name = "windows-core"
 version = "0.57.0"
@@ -3621,6 +3643,17 @@ dependencies = [
  "windows-strings",
 ]
 
+[[package]]
+name = "windows-future"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e1d6f90251fe18a279739e78025bd6ddc52a7e22f921070ccdc67dde84c605cb"
+dependencies = [
+ "windows-core 0.62.2",
+ "windows-link",
+ "windows-threading",
+]
+
 [[package]]
 name = "windows-implement"
 version = "0.57.0"
@@ -3671,6 +3704,16 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f0805222e57f7521d6a62e36fa9163bc891acd422f971defe97d64e70d0a4fe5"
 
+[[package]]
+name = "windows-numerics"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6e2e40844ac143cdb44aead537bbf727de9b044e107a0f1220392177d15b0f26"
+dependencies = [
+ "windows-core 0.62.2",
+ "windows-link",
+]
+
 [[package]]
 name = "windows-result"
 version = "0.1.2"
@@ -3698,15 +3741,6 @@ dependencies = [
  "windows-link",
 ]
 
-[[package]]
-name = "windows-sys"
-version = "0.48.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "677d2418bec65e3338edb076e806bc1ec15693c5d0104683f2efe857f61056a9"
-dependencies = [
- "windows-targets 0.48.5",
-]
-
 [[package]]
 name = "windows-sys"
 version = "0.52.0"
@@ -3734,21 +3768,6 @@ dependencies = [
  "windows-link",
 ]
 
-[[package]]
-name = "windows-targets"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c"
-dependencies = [
- "windows_aarch64_gnullvm 0.48.5",
- "windows_aarch64_msvc 0.48.5",
- "windows_i686_gnu 0.48.5",
- "windows_i686_msvc 0.48.5",
- "windows_x86_64_gnu 0.48.5",
- "windows_x86_64_gnullvm 0.48.5",
- "windows_x86_64_msvc 0.48.5",
-]
-
 [[package]]
 name = "windows-targets"
 version = "0.52.6"
@@ -3783,10 +3802,13 @@ dependencies = [
 ]
 
 [[package]]
-name = "windows_aarch64_gnullvm"
-version = "0.48.5"
+name = "windows-threading"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
+checksum = "3949bd5b99cafdf1c7ca86b43ca564028dfe27d66958f2470940f73d86d75b37"
+dependencies = [
+ "windows-link",
+]
 
 [[package]]
 name = "windows_aarch64_gnullvm"
@@ -3800,12 +3822,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a9d8416fa8b42f5c947f8482c43e7d89e73a173cead56d044f6a56104a6d1b53"
 
-[[package]]
-name = "windows_aarch64_msvc"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
-
 [[package]]
 name = "windows_aarch64_msvc"
 version = "0.52.6"
@@ -3818,12 +3834,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b9d782e804c2f632e395708e99a94275910eb9100b2114651e04744e9b125006"
 
-[[package]]
-name = "windows_i686_gnu"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
-
 [[package]]
 name = "windows_i686_gnu"
 version = "0.52.6"
@@ -3848,12 +3858,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fa7359d10048f68ab8b09fa71c3daccfb0e9b559aed648a8f95469c27057180c"
 
-[[package]]
-name = "windows_i686_msvc"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
-
 [[package]]
 name = "windows_i686_msvc"
 version = "0.52.6"
@@ -3866,12 +3870,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1e7ac75179f18232fe9c285163565a57ef8d3c89254a30685b57d83a38d326c2"
 
-[[package]]
-name = "windows_x86_64_gnu"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
-
 [[package]]
 name = "windows_x86_64_gnu"
 version = "0.52.6"
@@ -3884,12 +3882,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9c3842cdd74a865a8066ab39c8a7a473c0778a3f29370b5fd6b4b9aa7df4a499"
 
-[[package]]
-name = "windows_x86_64_gnullvm"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
-
 [[package]]
 name = "windows_x86_64_gnullvm"
 version = "0.52.6"
@@ -3902,12 +3894,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0ffa179e2d07eee8ad8f57493436566c7cc30ac536a3379fdf008f47f6bb7ae1"
 
-[[package]]
-name = "windows_x86_64_msvc"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
-
 [[package]]
 name = "windows_x86_64_msvc"
 version = "0.52.6"
@@ -4090,7 +4076,21 @@ dependencies = [
  "flate2",
  "indexmap",
  "memchr",
- "thiserror 2.0.20",
+ "thiserror",
+ "zopfli",
+]
+
+[[package]]
+name = "zip"
+version = "8.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2d04a6b5381502aa6087c94c669499eb1602eb9c5e8198e534de571f7154809b"
+dependencies = [
+ "crc32fast",
+ "flate2",
+ "indexmap",
+ "memchr",
+ "typed-path",
  "zopfli",
 ]
 
diff --git a/examples/openhuman/Cargo.lock b/examples/openhuman/Cargo.lock
index 767d1f79..4496141c 100644
--- a/examples/openhuman/Cargo.lock
+++ b/examples/openhuman/Cargo.lock
@@ -503,16 +503,7 @@ version = "6.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "16f5094c54661b38d03bd7e50df373292118db60b585c08a411c6d840017fe7d"
 dependencies = [
- "dirs-sys 0.5.0",
-]
-
-[[package]]
-name = "dirs"
-version = "5.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44c45a9d03d6676652bcb5e724c7e988de1acad23a711b5217ab9cbecbec2225"
-dependencies = [
- "dirs-sys 0.4.1",
+ "dirs-sys",
 ]
 
 [[package]]
@@ -521,19 +512,7 @@ version = "6.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c3e8aa94d75141228480295a7d0e7feb620b1a5ad9f12bc40be62411e38cce4e"
 dependencies = [
- "dirs-sys 0.5.0",
-]
-
-[[package]]
-name = "dirs-sys"
-version = "0.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "520f05a5cbd335fae5a99ff7a6ab8627577660ee5cfd6a94a6a929b52ff0321c"
-dependencies = [
- "libc",
- "option-ext",
- "redox_users 0.4.6",
- "windows-sys 0.48.0",
+ "dirs-sys",
 ]
 
 [[package]]
@@ -544,7 +523,7 @@ checksum = "e01a3366d27ee9890022452ee61b2b63a67e6f13f58900b651ff5665f0bb1fab"
 dependencies = [
  "libc",
  "option-ext",
- "redox_users 0.5.3",
+ "redox_users",
  "windows-sys 0.61.2",
 ]
 
@@ -1462,6 +1441,25 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "objc2-core-foundation"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2a180dd8642fa45cdb7dd721cd4c11b1cadd4929ce112ebd8b9f5803cc79d536"
+dependencies = [
+ "bitflags",
+]
+
+[[package]]
+name = "objc2-io-kit"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "33fafba39597d6dc1fb709123dfa8289d39406734be322956a69f0931c73bb15"
+dependencies = [
+ "libc",
+ "objc2-core-foundation",
+]
+
 [[package]]
 name = "once_cell"
 version = "1.21.4"
@@ -1491,7 +1489,7 @@ dependencies = [
  "chrono-tz",
  "cron",
  "directories",
- "dirs 6.0.0",
+ "dirs",
  "dotenvy",
  "ed25519-dalek",
  "flate2",
@@ -1521,15 +1519,16 @@ dependencies = [
  "serde_repr",
  "serde_yaml",
  "sha2 0.10.9",
- "sysinfo",
+ "sysinfo 0.33.1",
  "tar",
  "tempfile",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyagents-definition",
  "tinyagents-graph",
  "tinyagents-harness",
  "tinyagents-orchestration",
  "tinyagents-registry",
+ "tinyagents-runtime",
  "tinyagents-session",
  "tinybus",
  "tinychannels-bus",
@@ -1548,8 +1547,8 @@ dependencies = [
  "tinymemory-sources",
  "tinyruntime-bus",
  "tinyskills",
- "tinytools",
- "tinytools-agent",
+ "tinytools 0.3.0",
+ "tinytools-agent 0.3.0",
  "tokio",
  "tokio-stream",
  "tokio-tungstenite",
@@ -1564,7 +1563,7 @@ dependencies = [
  "windows-sys 0.61.2",
  "x25519-dalek",
  "zeroize",
- "zip",
+ "zip 2.4.2",
 ]
 
 [[package]]
@@ -1577,7 +1576,7 @@ dependencies = [
  "serde",
  "serde_json",
  "tempfile",
- "thiserror 2.0.20",
+ "thiserror",
  "tokio",
  "url",
  "uuid",
@@ -1784,7 +1783,7 @@ dependencies = [
  "rustc-hash",
  "rustls",
  "socket2",
- "thiserror 2.0.20",
+ "thiserror",
  "tokio",
  "tracing",
  "web-time",
@@ -1806,7 +1805,7 @@ dependencies = [
  "rustls",
  "rustls-pki-types",
  "slab",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyvec",
  "tracing",
  "web-time",
@@ -1920,17 +1919,6 @@ dependencies = [
  "bitflags",
 ]
 
-[[package]]
-name = "redox_users"
-version = "0.4.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba009ff324d1fc1b900bd1fdb31564febe58a8ccc8a6fdbb93b543d33b13ca43"
-dependencies = [
- "getrandom 0.2.17",
- "libredox",
- "thiserror 1.0.69",
-]
-
 [[package]]
 name = "redox_users"
 version = "0.5.3"
@@ -1938,7 +1926,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "60dc65c0ff1a7ae1294b0c67b9f14baf70b644404010370171787bfac1038fc0"
 dependencies = [
  "libredox",
- "thiserror 2.0.20",
+ "thiserror",
 ]
 
 [[package]]
@@ -2058,7 +2046,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c51c9ae4df8a7fba42103df5c621fa3c37eccf3a3c650879e90fc48b11cc192c"
 dependencies = [
  "hashbrown 0.16.1",
- "thiserror 2.0.20",
+ "thiserror",
 ]
 
 [[package]]
@@ -2538,7 +2526,21 @@ dependencies = [
  "libc",
  "memchr",
  "ntapi",
- "windows",
+ "windows 0.57.0",
+]
+
+[[package]]
+name = "sysinfo"
+version = "0.38.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "92ab6a2f8bfe508deb3c6406578252e491d299cbbf3bc0529ecc3313aee4a52f"
+dependencies = [
+ "libc",
+ "memchr",
+ "ntapi",
+ "objc2-core-foundation",
+ "objc2-io-kit",
+ "windows 0.62.2",
 ]
 
 [[package]]
@@ -2565,33 +2567,13 @@ dependencies = [
  "windows-sys 0.61.2",
 ]
 
-[[package]]
-name = "thiserror"
-version = "1.0.69"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b6aaf5339b578ea85b50e080feb250a3e8ae8cfcdff9a461c9ec2904bc923f52"
-dependencies = [
- "thiserror-impl 1.0.69",
-]
-
 [[package]]
 name = "thiserror"
 version = "2.0.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ec86235f5fcc2a73650310756d2ac5b138a5780bbbdfae3eeccec992c435ba4f"
 dependencies = [
- "thiserror-impl 2.0.20",
-]
-
-[[package]]
-name = "thiserror-impl"
-version = "1.0.69"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.119",
+ "thiserror-impl",
 ]
 
 [[package]]
@@ -2628,19 +2610,15 @@ version = "2.1.2"
 dependencies = [
  "anyhow",
  "async-trait",
- "chrono",
  "futures",
- "reqwest",
  "rusqlite",
  "serde",
  "serde_json",
- "sha2 0.11.0",
  "tinyagents-harness",
- "tinyagents-language",
- "tinyagents-tracing",
  "tinyinference-llm",
- "tinytools",
+ "tinytools 0.3.0",
  "tokio",
+ "tracing",
 ]
 
 [[package]]
@@ -2650,12 +2628,10 @@ dependencies = [
  "anyhow",
  "async-trait",
  "base64 0.22.1",
- "bytes",
  "chrono",
- "dirs 5.0.1",
+ "dirs",
  "flate2",
  "futures",
- "log",
  "regex",
  "reqwest",
  "rusqlite",
@@ -2663,27 +2639,18 @@ dependencies = [
  "serde_json",
  "sha2 0.11.0",
  "tempfile",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyagents-definition",
- "tinyagents-tracing",
  "tinyinference-embeddings",
  "tinyinference-llm",
- "tinytools",
- "tinytools-agent",
+ "tinytools 0.3.0",
+ "tinytools-agent 0.3.0",
  "tokio",
+ "tracing",
  "uuid",
  "wait-timeout",
 ]
 
-[[package]]
-name = "tinyagents-language"
-version = "2.1.2"
-dependencies = [
- "serde",
- "serde_json",
- "tinyagents-harness",
-]
-
 [[package]]
 name = "tinyagents-orchestration"
 version = "2.1.2"
@@ -2694,9 +2661,13 @@ dependencies = [
  "parking_lot",
  "serde",
  "serde_json",
+ "thiserror",
  "tinyagents-graph",
  "tinyagents-harness",
+ "tinyagents-runtime",
  "tinyagents-session",
+ "tinyinference-llm",
+ "tinytools 0.3.0",
  "tokio",
  "uuid",
 ]
@@ -2706,14 +2677,27 @@ name = "tinyagents-registry"
 version = "2.1.2"
 dependencies = [
  "anyhow",
+ "chrono",
  "serde",
  "serde_json",
  "tinyagents-definition",
- "tinyagents-graph",
  "tinyagents-harness",
- "tinyagents-language",
  "tinyinference-llm",
- "tinytools",
+ "tinytools 0.3.0",
+]
+
+[[package]]
+name = "tinyagents-runtime"
+version = "2.1.2"
+dependencies = [
+ "async-trait",
+ "chrono",
+ "thiserror",
+ "tinyagents-harness",
+ "tinyagents-session",
+ "tinyinference-llm",
+ "tinytools 0.3.0",
+ "tokio",
 ]
 
 [[package]]
@@ -2721,19 +2705,15 @@ name = "tinyagents-session"
 version = "2.1.2"
 dependencies = [
  "anyhow",
+ "async-trait",
  "chrono",
- "log",
  "rusqlite",
  "serde",
  "serde_json",
  "tinyagents-harness",
- "tinyagents-tracing",
+ "tracing",
 ]
 
-[[package]]
-name = "tinyagents-tracing"
-version = "2.1.2"
-
 [[package]]
 name = "tinybus"
 version = "0.1.1"
@@ -2744,13 +2724,13 @@ dependencies = [
  "serde_json",
  "tar",
  "tempfile",
- "thiserror 2.0.20",
+ "thiserror",
  "tinybus-macros",
  "tokio",
  "toml 0.8.23",
  "tracing",
  "ureq",
- "zip",
+ "zip 2.4.2",
 ]
 
 [[package]]
@@ -2778,7 +2758,7 @@ dependencies = [
  "serde",
  "serde_json",
  "sha2 0.10.9",
- "thiserror 2.0.20",
+ "thiserror",
  "tokio",
  "tracing",
  "uuid",
@@ -2797,7 +2777,7 @@ name = "tinyhivemind"
 version = "0.2.1"
 dependencies = [
  "serde",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyhivemind-core",
 ]
 
@@ -2806,7 +2786,7 @@ name = "tinyhivemind-core"
 version = "0.2.1"
 dependencies = [
  "serde",
- "thiserror 2.0.20",
+ "thiserror",
 ]
 
 [[package]]
@@ -2814,7 +2794,7 @@ name = "tinyhivemind-embed"
 version = "0.2.1"
 dependencies = [
  "serde",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyhivemind",
 ]
 
@@ -2823,7 +2803,7 @@ name = "tinyhivemind-hive"
 version = "0.2.1"
 dependencies = [
  "serde",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyhivemind",
  "tinyhivemind-core",
 ]
@@ -2834,7 +2814,7 @@ version = "0.2.1"
 dependencies = [
  "openhuman-embed",
  "serde",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyhivemind",
  "tinyhivemind-core",
  "tinyhivemind-embed",
@@ -2869,7 +2849,7 @@ version = "0.2.1"
 dependencies = [
  "serde",
  "serde_json",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyhivemind",
  "tinyhivemind-embed",
 ]
@@ -2893,7 +2873,7 @@ dependencies = [
  "reqwest",
  "serde",
  "serde_json",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyinference-core",
  "tokio",
  "tracing",
@@ -2911,18 +2891,18 @@ dependencies = [
  "serde",
  "serde_json",
  "sha2 0.11.0",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyinference-core",
+ "tinytools-agent 0.3.0 (git+https://github.com/tinyhumansai/tinytools?rev=a5d04a7f3af0abc1dd748f87f94871b36ae9fe71)",
  "tokio",
  "tracing",
- "url",
 ]
 
 [[package]]
 name = "tinyinference-local"
 version = "0.3.0"
 dependencies = [
- "base64 0.22.1",
+ "base64 0.23.1",
  "bytes",
  "flate2",
  "futures",
@@ -2935,9 +2915,9 @@ dependencies = [
  "serde",
  "serde_json",
  "sha2 0.11.0",
- "sysinfo",
+ "sysinfo 0.38.4",
  "tar",
- "thiserror 2.0.20",
+ "thiserror",
  "tinyinference-core",
  "tinyinference-embeddings",
  "tinyinference-llm",
@@ -2945,25 +2925,19 @@ dependencies = [
  "tracing",
  "url",
  "uuid",
- "zip",
+ "zip 8.6.0",
 ]
 
 [[package]]
 name = "tinyinference-providers"
 version = "0.3.0"
 dependencies = [
- "async-trait",
- "base64 0.22.1",
- "rand 0.9.5",
+ "base64 0.23.1",
+ "rand 0.10.2",
  "reqwest",
  "serde",
  "serde_json",
  "sha2 0.11.0",
- "thiserror 2.0.20",
- "tinyinference-core",
- "tinyinference-llm",
- "tokio",
- "tracing",
  "url",
 ]
 
@@ -2971,8 +2945,7 @@ dependencies = [
 name = "tinyinference-voice"
 version = "0.3.0"
 dependencies = [
- "base64 0.22.1",
- "log",
+ "base64 0.23.1",
  "reqwest",
  "serde",
  "serde_json",
@@ -2995,7 +2968,7 @@ version = "0.3.2"
 dependencies = [
  "anyhow",
  "base64 0.23.1",
- "dirs 6.0.0",
+ "dirs",
  "futures-util",
  "parking_lot",
  "reqwest",
@@ -3003,7 +2976,7 @@ dependencies = [
  "serde",
  "serde_json",
  "sha2 0.11.0",
- "thiserror 2.0.20",
+ "thiserror",
  "tinymcp-bus",
  "tokio",
  "tracing",
@@ -3041,7 +3014,7 @@ dependencies = [
  "serde",
  "serde_json",
  "sha2 0.11.0",
- "thiserror 2.0.20",
+ "thiserror",
  "uuid",
 ]
 
@@ -3082,7 +3055,7 @@ dependencies = [
  "serde_json",
  "serde_yaml",
  "sha2 0.10.9",
- "thiserror 2.0.20",
+ "thiserror",
  "tokio",
  "tracing",
  "url",
@@ -3100,7 +3073,18 @@ dependencies = [
 
 [[package]]
 name = "tinytools"
-version = "0.2.0"
+version = "0.3.0"
+dependencies = [
+ "anyhow",
+ "async-trait",
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "tinytools"
+version = "0.3.0"
+source = "git+https://github.com/tinyhumansai/tinytools?rev=a5d04a7f3af0abc1dd748f87f94871b36ae9fe71#a5d04a7f3af0abc1dd748f87f94871b36ae9fe71"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -3110,12 +3094,23 @@ dependencies = [
 
 [[package]]
 name = "tinytools-agent"
-version = "0.2.0"
+version = "0.3.0"
 dependencies = [
  "regex",
  "serde",
  "serde_json",
- "tinytools",
+ "tinytools 0.3.0",
+]
+
+[[package]]
+name = "tinytools-agent"
+version = "0.3.0"
+source = "git+https://github.com/tinyhumansai/tinytools?rev=a5d04a7f3af0abc1dd748f87f94871b36ae9fe71#a5d04a7f3af0abc1dd748f87f94871b36ae9fe71"
+dependencies = [
+ "regex",
+ "serde",
+ "serde_json",
+ "tinytools 0.3.0 (git+https://github.com/tinyhumansai/tinytools?rev=a5d04a7f3af0abc1dd748f87f94871b36ae9fe71)",
 ]
 
 [[package]]
@@ -3411,9 +3406,15 @@ dependencies = [
  "rustls",
  "rustls-pki-types",
  "sha1",
- "thiserror 2.0.20",
+ "thiserror",
 ]
 
+[[package]]
+name = "typed-path"
+version = "0.12.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8e28f89b80c87b8fb0cf04ab448d5dd0dd0ade2f8891bae878de66a75a28600e"
+
 [[package]]
 name = "typenum"
 version = "1.20.1"
@@ -3726,6 +3727,27 @@ dependencies = [
  "windows-targets 0.52.6",
 ]
 
+[[package]]
+name = "windows"
+version = "0.62.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "527fadee13e0c05939a6a05d5bd6eec6cd2e3dbd648b9f8e447c6518133d8580"
+dependencies = [
+ "windows-collections",
+ "windows-core 0.62.2",
+ "windows-future",
+ "windows-numerics",
+]
+
+[[package]]
+name = "windows-collections"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "23b2d95af1a8a14a3c7367e1ed4fc9c20e0a26e79551b1454d72583c97cc6610"
+dependencies = [
+ "windows-core 0.62.2",
+]
+
 [[package]]
 name = "windows-core"
 version = "0.57.0"
@@ -3751,6 +3773,17 @@ dependencies = [
  "windows-strings",
 ]
 
+[[package]]
+name = "windows-future"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e1d6f90251fe18a279739e78025bd6ddc52a7e22f921070ccdc67dde84c605cb"
+dependencies = [
+ "windows-core 0.62.2",
+ "windows-link",
+ "windows-threading",
+]
+
 [[package]]
 name = "windows-implement"
 version = "0.57.0"
@@ -3801,6 +3834,16 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f0805222e57f7521d6a62e36fa9163bc891acd422f971defe97d64e70d0a4fe5"
 
+[[package]]
+name = "windows-numerics"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6e2e40844ac143cdb44aead537bbf727de9b044e107a0f1220392177d15b0f26"
+dependencies = [
+ "windows-core 0.62.2",
+ "windows-link",
+]
+
 [[package]]
 name = "windows-result"
 version = "0.1.2"
@@ -3828,15 +3871,6 @@ dependencies = [
  "windows-link",
 ]
 
-[[package]]
-name = "windows-sys"
-version = "0.48.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "677d2418bec65e3338edb076e806bc1ec15693c5d0104683f2efe857f61056a9"
-dependencies = [
- "windows-targets 0.48.5",
-]
-
 [[package]]
 name = "windows-sys"
 version = "0.52.0"
@@ -3864,21 +3898,6 @@ dependencies = [
  "windows-link",
 ]
 
-[[package]]
-name = "windows-targets"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c"
-dependencies = [
- "windows_aarch64_gnullvm 0.48.5",
- "windows_aarch64_msvc 0.48.5",
- "windows_i686_gnu 0.48.5",
- "windows_i686_msvc 0.48.5",
- "windows_x86_64_gnu 0.48.5",
- "windows_x86_64_gnullvm 0.48.5",
- "windows_x86_64_msvc 0.48.5",
-]
-
 [[package]]
 name = "windows-targets"
 version = "0.52.6"
@@ -3913,10 +3932,13 @@ dependencies = [
 ]
 
 [[package]]
-name = "windows_aarch64_gnullvm"
-version = "0.48.5"
+name = "windows-threading"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
+checksum = "3949bd5b99cafdf1c7ca86b43ca564028dfe27d66958f2470940f73d86d75b37"
+dependencies = [
+ "windows-link",
+]
 
 [[package]]
 name = "windows_aarch64_gnullvm"
@@ -3930,12 +3952,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a9d8416fa8b42f5c947f8482c43e7d89e73a173cead56d044f6a56104a6d1b53"
 
-[[package]]
-name = "windows_aarch64_msvc"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
-
 [[package]]
 name = "windows_aarch64_msvc"
 version = "0.52.6"
@@ -3948,12 +3964,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b9d782e804c2f632e395708e99a94275910eb9100b2114651e04744e9b125006"
 
-[[package]]
-name = "windows_i686_gnu"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
-
 [[package]]
 name = "windows_i686_gnu"
 version = "0.52.6"
@@ -3978,12 +3988,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fa7359d10048f68ab8b09fa71c3daccfb0e9b559aed648a8f95469c27057180c"
 
-[[package]]
-name = "windows_i686_msvc"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
-
 [[package]]
 name = "windows_i686_msvc"
 version = "0.52.6"
@@ -3996,12 +4000,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1e7ac75179f18232fe9c285163565a57ef8d3c89254a30685b57d83a38d326c2"
 
-[[package]]
-name = "windows_x86_64_gnu"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
-
 [[package]]
 name = "windows_x86_64_gnu"
 version = "0.52.6"
@@ -4014,12 +4012,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9c3842cdd74a865a8066ab39c8a7a473c0778a3f29370b5fd6b4b9aa7df4a499"
 
-[[package]]
-name = "windows_x86_64_gnullvm"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
-
 [[package]]
 name = "windows_x86_64_gnullvm"
 version = "0.52.6"
@@ -4032,12 +4024,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0ffa179e2d07eee8ad8f57493436566c7cc30ac536a3379fdf008f47f6bb7ae1"
 
-[[package]]
-name = "windows_x86_64_msvc"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
-
 [[package]]
 name = "windows_x86_64_msvc"
 version = "0.52.6"
@@ -4252,7 +4238,21 @@ dependencies = [
  "flate2",
  "indexmap",
  "memchr",
- "thiserror 2.0.20",
+ "thiserror",
+ "zopfli",
+]
+
+[[package]]
+name = "zip"
+version = "8.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2d04a6b5381502aa6087c94c669499eb1602eb9c5e8198e534de571f7154809b"
+dependencies = [
+ "crc32fast",
+ "flate2",
+ "indexmap",
+ "memchr",
+ "typed-path",
  "zopfli",
 ]
 
diff --git a/examples/openhuman/src/bin/deepswe_hive.rs b/examples/openhuman/src/bin/deepswe_hive.rs
index 720792bd..2c7513bd 100644
--- a/examples/openhuman/src/bin/deepswe_hive.rs
+++ b/examples/openhuman/src/bin/deepswe_hive.rs
@@ -344,7 +344,6 @@ async fn run_seat(
     outbox: PathBuf,
     turn_timeout: Duration,
 ) -> anyhow::Result<(String, String, tinyhivemind::speech::Utterance)> {
-    let session = format!("deepswe-{}:{id}", task.instance_id);
     let mut retry_reason = None;
     mcp::clear(&outbox)?;
     for attempt in 1..=MAX_SEAT_ATTEMPTS {
@@ -354,11 +353,7 @@ async fn run_seat(
             )
         });
         let prompt = seat_prompt(&task, &id, &delta, retry_instruction.as_deref());
-        let send = tokio::time::timeout(
-            turn_timeout,
-            agent.turn(prompt).session(session.clone()).send(),
-        )
-        .await;
+        let send = tokio::time::timeout(turn_timeout, agent.turn(prompt).send()).await;
         let utterances = mcp::drain(&outbox)?;
         if utterances.len() > 1 {
             anyhow::bail!(
diff --git a/examples/openhuman/src/bin/deepswe_hive/README.md b/examples/openhuman/src/bin/deepswe_hive/README.md
index 736538f9..785fe173 100644
--- a/examples/openhuman/src/bin/deepswe_hive/README.md
+++ b/examples/openhuman/src/bin/deepswe_hive/README.md
@@ -54,8 +54,11 @@ accepted action and that continuation error, and that seat is not rerun. More
 than one action always fails immediately.
 
 A zero-action protocol miss or retryable provider failure may retry within the
-same budget, OpenHuman session, and frozen pre-round view. The outbox is cleared
-before the first attempt and again only after such a proven zero-action outcome.
+same budget and frozen pre-round view. Every attempt uses a fresh OpenHuman
+conversation; the TinyHiveMind desk is the only cross-turn transcript, so an
+earlier native-action acceptance cannot satisfy a later attempt or hive round.
+The outbox is cleared before the first attempt and again only after such a
+proven zero-action outcome.
 A timeout is ambiguous because a cancelled turn may still write late, so it
 fails closed without retry even when no action was observed. Provider
 retryability uses OpenHuman's structured `retryable` field when present, then a
diff --git a/examples/openhuman/src/bin/deepswe_hive/mcp.rs b/examples/openhuman/src/bin/deepswe_hive/mcp.rs
index 47318728..d5ee4d07 100644
--- a/examples/openhuman/src/bin/deepswe_hive/mcp.rs
+++ b/examples/openhuman/src/bin/deepswe_hive/mcp.rs
@@ -102,18 +102,18 @@ pub(super) fn response(server: &Server, request: &Value, id: Value) -> Value {
         "tools/call" => match call(server, request) {
             Ok(text) => success(id, json!({"content": [{"type": "text", "text": text}]})),
             Err(CallError::InvalidParams(error)) => json!({
-                    "jsonrpc":"2.0", "id":id,
-                    "error":{"code":-32602,"message":error}
-                }),
+                "jsonrpc":"2.0", "id":id,
+                "error":{"code":-32602,"message":error}
+            }),
             Err(CallError::Execution(error)) => json!({
-                    "jsonrpc":"2.0", "id":id,
-                    "result":{"content":[{"type":"text","text":error}],"isError":true}
-                }),
-        },
-        other => json!({
                 "jsonrpc":"2.0", "id":id,
-                "error":{"code":-32601,"message":format!("unknown method {other}")}
+                "result":{"content":[{"type":"text","text":error}],"isError":true}
             }),
+        },
+        other => json!({
+            "jsonrpc":"2.0", "id":id,
+            "error":{"code":-32601,"message":format!("unknown method {other}")}
+        }),
     }
 }
 
@@ -146,7 +146,11 @@ fn call(server: &Server, request: &Value) -> Result<String, CallError> {
     let required = match server {
         Server::Hive { .. } => match name {
             "broadcast" | "complete_episode" => ["message"].as_slice(),
-            _ => return Err(CallError::InvalidParams(format!("unknown hive tool {name}"))),
+            _ => {
+                return Err(CallError::InvalidParams(format!(
+                    "unknown hive tool {name}"
+                )));
+            }
         },
         Server::Workspace { .. } => match name {
             "file_read" => ["path"].as_slice(),
@@ -317,7 +321,9 @@ fn take(
 }
 
 pub(super) fn clear(path: &Path) -> anyhow::Result<()> {
-    let parent = path.parent().filter(|parent| !parent.as_os_str().is_empty())
+    let parent = path
+        .parent()
+        .filter(|parent| !parent.as_os_str().is_empty())
         .unwrap_or_else(|| Path::new("."));
     let parent_metadata = std::fs::symlink_metadata(parent)?;
     if !parent_metadata.is_dir() || parent_metadata.file_type().is_symlink() {
diff --git a/examples/openhuman/src/bin/deepswe_hive/sandbox.rs b/examples/openhuman/src/bin/deepswe_hive/sandbox.rs
index b577ec40..9c882661 100644
--- a/examples/openhuman/src/bin/deepswe_hive/sandbox.rs
+++ b/examples/openhuman/src/bin/deepswe_hive/sandbox.rs
@@ -429,7 +429,9 @@ pub(super) fn mount(source: &Path, destination: &str, writable: bool) -> anyhow:
         anyhow::bail!("Docker bind mount paths must not contain commas")
     }
     let readonly = if writable { "" } else { ",readonly" };
-    Ok(format!("type=bind,src={source},dst={destination}{readonly}"))
+    Ok(format!(
+        "type=bind,src={source},dst={destination}{readonly}"
+    ))
 }
 
 fn run_container_output(
diff --git a/examples/openhuman/src/bin/deepswe_hive/task.rs b/examples/openhuman/src/bin/deepswe_hive/task.rs
index 4b43652b..4c4cf389 100644
--- a/examples/openhuman/src/bin/deepswe_hive/task.rs
+++ b/examples/openhuman/src/bin/deepswe_hive/task.rs
@@ -150,7 +150,10 @@ impl Task {
             .args(args)
             .current_dir(&self.repo_path)
             .env_clear()
-            .env("PATH", std::env::var_os("PATH").unwrap_or_else(|| "/usr/bin:/bin:/usr/local/bin".into()))
+            .env(
+                "PATH",
+                std::env::var_os("PATH").unwrap_or_else(|| "/usr/bin:/bin:/usr/local/bin".into()),
+            )
             .output()?;
         if !output.status.success() {
             anyhow::bail!(
@@ -250,7 +253,10 @@ fn git<const N: usize>(repo_path: &Path, args: [&str; N], action: &str) -> anyho
         .args(args)
         .current_dir(repo_path)
         .env_clear()
-        .env("PATH", std::env::var_os("PATH").unwrap_or_else(|| "/usr/bin:/bin:/usr/local/bin".into()))
+        .env(
+            "PATH",
+            std::env::var_os("PATH").unwrap_or_else(|| "/usr/bin:/bin:/usr/local/bin".into()),
+        )
         .output()?;
     if !output.status.success() {
         anyhow::bail!(
diff --git a/examples/openhuman/src/bin/deepswe_hive/test.rs b/examples/openhuman/src/bin/deepswe_hive/test.rs
index 7f5f6712..867a7b72 100644
--- a/examples/openhuman/src/bin/deepswe_hive/test.rs
+++ b/examples/openhuman/src/bin/deepswe_hive/test.rs
@@ -379,7 +379,10 @@ fn refuses_to_schedule_a_round_past_the_exact_turn_cap() {
 
 #[test]
 fn docker_mounts_reject_delimiter_paths_before_argument_rendering() {
-    for (source, destination) in [("/tmp/source,comma", "/workspace"), ("/tmp/source", "/workspace,comma")] {
+    for (source, destination) in [
+        ("/tmp/source,comma", "/workspace"),
+        ("/tmp/source", "/workspace,comma"),
+    ] {
         let error = super::sandbox::mount(std::path::Path::new(source), destination, false)
             .expect_err("comma cannot enter Docker mount syntax");
         assert!(error.to_string().contains("commas"));
@@ -414,7 +417,11 @@ fn hive_mcp_writes_only_native_tool_calls_and_separates_protocol_errors() {
         serde_json::json!({"method": "tools/call", "params": {"name": "broadcast", "arguments": {}}}),
     ] {
         let response = super::mcp::response(&server, &request, serde_json::json!(2));
-        let expected = if request["method"] == "unknown" { -32601 } else { -32602 };
+        let expected = if request["method"] == "unknown" {
+            -32601
+        } else {
+            -32602
+        };
         assert_eq!(response["error"]["code"], expected);
     }
     std::fs::remove_file(&outbox).expect("remove prepared outbox");
@@ -428,10 +435,12 @@ fn hive_mcp_writes_only_native_tool_calls_and_separates_protocol_errors() {
     );
     assert_eq!(response["result"]["isError"], true);
     std::fs::write(&outbox, vec![b'x'; 64 * 1024 + 1]).expect("oversized outbox");
-    assert!(super::mcp::drain(&outbox)
-        .expect_err("oversized outbox is rejected")
-        .to_string()
-        .contains("exceeds"));
+    assert!(
+        super::mcp::drain(&outbox)
+            .expect_err("oversized outbox is rejected")
+            .to_string()
+            .contains("exceeds")
+    );
 }
 
 #[test]
diff --git a/examples/openhuman/src/bin/deepswe_hive/test/retry.rs b/examples/openhuman/src/bin/deepswe_hive/test/retry.rs
index 21ff52ea..01cef83b 100644
--- a/examples/openhuman/src/bin/deepswe_hive/test/retry.rs
+++ b/examples/openhuman/src/bin/deepswe_hive/test/retry.rs
@@ -22,7 +22,8 @@ use crate::sandbox::{DockerSandbox, SandboxConfig};
 mod response;
 
 use response::{
-    completion_response, empty_completion_response, provider_error_response, tool_call_response,
+    completion_response, empty_completion_response, hive_action_response, provider_error_response,
+    tool_call_response,
 };
 
 const PRINTED_JSON: &str =
@@ -41,6 +42,8 @@ struct ScriptedHive {
     lead_misses: u32,
     lead_failure: LeadFailure,
     lead_continuation_failure: Option<ContinuationFailure>,
+    broadcast_first_turn: bool,
+    refuse_after_stale_acceptance: bool,
 }
 
 #[derive(Clone, Copy)]
@@ -89,6 +92,15 @@ impl Respond for ScriptedHive {
         }
 
         assert_eq!(last_role, "user", "unexpected provider turn boundary");
+        if self.refuse_after_stale_acceptance
+            && messages
+                .iter()
+                .filter(|message| message["role"] == "user")
+                .count()
+                > 1
+        {
+            return completion_response("stale action already accepted");
+        }
         let attempt = {
             let entry = state.turn_starts.entry(seat.clone()).or_default();
             *entry = entry.saturating_add(1);
@@ -103,6 +115,9 @@ impl Respond for ScriptedHive {
                 LeadFailure::Delay(duration) => completion_response("too late").set_delay(duration),
             };
         }
+        if self.broadcast_first_turn && attempt == 1 {
+            return hive_action_response(&seat, state.calls, "broadcast");
+        }
         tool_call_response(&seat, state.calls)
     }
 }
@@ -146,11 +161,14 @@ while IFS= read -r line; do
   id=$(printf '%s' "$line" | sed -E 's/.*"id"[ ]*:[ ]*([^,}]+).*/\1/')
   case "$line" in
     *initialize*) result='{"protocolVersion":"2024-11-05","capabilities":{"tools":{}},"serverInfo":{"name":"fixture","version":"1"}}' ;;
-    *tools/list*) result='{"tools":[{"name":"complete_episode","description":"complete","inputSchema":{"type":"object","properties":{"message":{"type":"string"}},"required":["message"]}}]}' ;;
+    *tools/list*) result='{"tools":[{"name":"broadcast","description":"broadcast","inputSchema":{"type":"object","properties":{"message":{"type":"string"}},"required":["message"]}},{"name":"complete_episode","description":"complete","inputSchema":{"type":"object","properties":{"message":{"type":"string"}},"required":["message"]}}]}' ;;
     *tools/call*)
+      kind=complete_episode
+      message=complete
+      case "$line" in *'"name":"broadcast"'*) kind=broadcast; message=broadcast ;; esac
       count=0
       while test "$count" -lt ACTION_COPIES; do
-        printf '{"kind":"complete_episode","message":"%s complete"}\n' "$agent" >> "$outbox"
+        printf '{"kind":"%s","message":"%s %s"}\n' "$kind" "$agent" "$message" >> "$outbox"
         count=$((count + 1))
       done
       result=$(printf '{"content":[{"type":"text","text":"accepted from @%s"}]}' "$agent")
@@ -193,12 +211,92 @@ async fn provider_with_continuation(
             lead_misses,
             lead_failure,
             lead_continuation_failure,
+            broadcast_first_turn: false,
+            refuse_after_stale_acceptance: false,
+        })
+        .mount(&provider)
+        .await;
+    (provider, state)
+}
+
+async fn two_round_provider() -> (MockServer, Arc<Mutex<ScriptState>>) {
+    let provider = MockServer::start().await;
+    let state = Arc::new(Mutex::new(ScriptState::default()));
+    Mock::given(method("POST"))
+        .and(path("/v1/chat/completions"))
+        .respond_with(ScriptedHive {
+            state: Arc::clone(&state),
+            lead_misses: 0,
+            lead_failure: LeadFailure::Protocol,
+            lead_continuation_failure: None,
+            broadcast_first_turn: true,
+            refuse_after_stale_acceptance: true,
         })
         .mount(&provider)
         .await;
     (provider, state)
 }
 
+#[test]
+fn a_new_hive_turn_does_not_inherit_a_prior_action_acceptance() {
+    let _guard = retry_test_guard();
+    let runtime = tokio::runtime::Builder::new_multi_thread()
+        .enable_all()
+        .thread_stack_size(16 * 1024 * 1024)
+        .build()
+        .expect("test runtime");
+    runtime.block_on(async {
+        let (directory, task) = fixture();
+        let sandbox = fake_sandbox(&directory, &task);
+        let mcp = fake_mcp(&directory, 1);
+        let (provider, state) = two_round_provider().await;
+        let output_directory = TempDir::new().expect("output directory");
+        let output = output_directory.path().join("output.json");
+        let cli = Cli {
+            task: directory.path().join("unused.json"),
+            api_base: format!("{}/v1", provider.uri()),
+            model: DEFAULT_MODEL.into(),
+            output: output.clone(),
+        };
+
+        let error = tokio::spawn(async move {
+            run_with_mcp_executable(cli, task, sandbox, "loopback-only".into(), &mcp).await
+        })
+        .await
+        .expect("adapter task")
+        .expect_err("empty patch makes the completed episode fail");
+        assert!(
+            error.to_string().contains("episode result is failed"),
+            "a stale acceptance poisoned the next hive turn: {error:#}"
+        );
+        let result: Value = serde_json::from_slice(&std::fs::read(&output).expect("result file"))
+            .expect("result JSON");
+        assert_eq!(result["turns"], 8, "two four-seat rounds commit");
+
+        let state = state.lock().expect("script state");
+        for seat in SEATS {
+            assert_eq!(state.turn_starts.get(seat), Some(&2), "@{seat} turn count");
+        }
+        let second_lead = state
+            .start_requests
+            .iter()
+            .filter(|(seat, _)| seat == "lead")
+            .nth(1)
+            .map(|(_, request)| request)
+            .expect("second lead turn");
+        assert!(
+            second_lead["messages"]
+                .as_array()
+                .expect("messages")
+                .iter()
+                .filter(|message| message["role"] == "user")
+                .count()
+                == 1,
+            "the next hive turn retained an old prompt: {second_lead:#}"
+        );
+    });
+}
+
 #[test]
 fn accepted_action_survives_post_tool_provider_failure_without_retry() {
     let _guard = retry_test_guard();
@@ -356,7 +454,7 @@ fn retry_test_guard() -> std::sync::MutexGuard<'static, ()> {
 }
 
 #[test]
-fn one_missing_seat_retries_in_session_and_round_commits_once() {
+fn one_missing_seat_retries_in_a_fresh_session_and_round_commits_once() {
     let _guard = retry_test_guard();
     let runtime = tokio::runtime::Builder::new_multi_thread()
         .enable_all()
@@ -416,7 +514,8 @@ fn one_missing_seat_retries_in_session_and_round_commits_once() {
         assert!(
             messages
                 .iter()
-                .any(|message| message["content"] == PRINTED_JSON)
+                .all(|message| message["content"] != PRINTED_JSON),
+            "the retry retained the invalid provider response"
         );
         let retry_prompt = messages
             .last()
@@ -555,7 +654,11 @@ fn empty_provider_response_retries_only_that_seat_and_commits_once() {
         assert_eq!(result["turns"], 4, "provider failure is not committed");
 
         let state = state.lock().expect("script state");
-        assert_eq!(state.turn_starts.get("lead"), Some(&2));
+        assert_eq!(
+            state.turn_starts.get("lead"),
+            Some(&3),
+            "one OpenHuman empty-response fallback and one fresh hive retry"
+        );
         for seat in ["implementer", "tester", "reviewer"] {
             assert_eq!(state.turn_starts.get(seat), Some(&1), "@{seat} reran");
         }
diff --git a/examples/openhuman/src/bin/deepswe_hive/test/retry/response.rs b/examples/openhuman/src/bin/deepswe_hive/test/retry/response.rs
index 04a83431..d6a44296 100644
--- a/examples/openhuman/src/bin/deepswe_hive/test/retry/response.rs
+++ b/examples/openhuman/src/bin/deepswe_hive/test/retry/response.rs
@@ -53,10 +53,18 @@ pub(super) fn completion_response(content: &str) -> ResponseTemplate {
 }
 
 pub(super) fn tool_call_response(seat: &str, serial: u32) -> ResponseTemplate {
+    hive_action_response(seat, serial, "complete_episode")
+}
+
+pub(super) fn hive_action_response(seat: &str, serial: u32, tool: &str) -> ResponseTemplate {
+    let message = match tool {
+        "complete_episode" => format!("{seat} complete"),
+        _ => format!("{seat} {tool}"),
+    };
     let arguments = json!({
         "server":"tinyhive",
-        "tool":"complete_episode",
-        "arguments":{"message":format!("{seat} complete")}
+        "tool":tool,
+        "arguments":{"message":message}
     })
     .to_string();
     ResponseTemplate::new(200).set_body_json(json!({
diff --git a/examples/openhuman/src/bin/deepswe_hive/test/security.rs b/examples/openhuman/src/bin/deepswe_hive/test/security.rs
index f503b593..cf1cc8a1 100644
--- a/examples/openhuman/src/bin/deepswe_hive/test/security.rs
+++ b/examples/openhuman/src/bin/deepswe_hive/test/security.rs
@@ -130,10 +130,13 @@ fn outbox_initialization_truncates_regular_files_and_rejects_hostile_children()
     let child = directory.path().join("lead.jsonl");
     std::fs::write(&child, "stale action\n").expect("regular child");
     super::super::mcp::clear(&child).expect("regular child truncates");
-    assert!(std::fs::read_to_string(&child).expect("read child").is_empty());
+    assert!(
+        std::fs::read_to_string(&child)
+            .expect("read child")
+            .is_empty()
+    );
     std::fs::remove_file(&child).expect("remove child");
-    std::os::unix::fs::symlink(directory.path().join("missing"), &child)
-        .expect("outbox symlink");
+    std::os::unix::fs::symlink(directory.path().join("missing"), &child).expect("outbox symlink");
     let error = super::super::mcp::clear(&child).expect_err("hostile child rejected");
     assert!(error.to_string().contains("regular file"), "{error:#}");
 }
diff --git a/examples/openhuman/src/bin/pe1006_hive.rs b/examples/openhuman/src/bin/pe1006_hive.rs
index 95687e1d..5a70cbd2 100644
--- a/examples/openhuman/src/bin/pe1006_hive.rs
+++ b/examples/openhuman/src/bin/pe1006_hive.rs
@@ -314,7 +314,10 @@ async fn run() -> anyhow::Result<()> {
             .agents()
             .iter()
             .map(|pending_agent| {
-                (pending_agent.hive_agent_id.to_owned(), pending_agent.agent.clone())
+                (
+                    pending_agent.hive_agent_id.to_owned(),
+                    pending_agent.agent.clone(),
+                )
             })
             .collect();
         let mut remaining: Vec<_> = round_agents.keys().cloned().collect();
@@ -388,7 +391,10 @@ async fn run() -> anyhow::Result<()> {
                 .remove(id)
                 .ok_or_else(|| anyhow::anyhow!("round did not retain {id}'s action"))?;
             sequence = sequence.saturating_add(1);
-            if matches!(&utterance, tinyhivemind::speech::Utterance::Broadcast { .. }) {
+            if matches!(
+                &utterance,
+                tinyhivemind::speech::Utterance::Broadcast { .. }
+            ) {
                 roster_version = roster_version.saturating_add(1);
             }
             match &utterance {
@@ -413,7 +419,10 @@ async fn run() -> anyhow::Result<()> {
                     anyhow::bail!("MCP completion surface emitted an unsupported utterance")
                 }
             }
-            if !matches!(&utterance, tinyhivemind::speech::Utterance::Broadcast { .. }) {
+            if !matches!(
+                &utterance,
+                tinyhivemind::speech::Utterance::Broadcast { .. }
+            ) {
                 println!("[complete_episode] @{id}");
             }
             committed.push(CommittedUtterance {
diff --git a/vendor/openhuman b/vendor/openhuman
index b927d026..1ecf1b0b 160000
--- a/vendor/openhuman
+++ b/vendor/openhuman
@@ -1 +1 @@
-Subproject commit b927d026d1440dc54d57ab175362ce449ae96eb5
+Subproject commit 1ecf1b0bc4bc4d80b0f56f1e01e47d2c0f981c5b