diff --git a/clinician/Cargo.lock b/clinician/Cargo.lock
index 2cd5db9..9361e8e 100644
--- a/clinician/Cargo.lock
+++ b/clinician/Cargo.lock
@@ -8,6 +8,41 @@ version = "2.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
 
+[[package]]
+name = "aead"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d122413f284cf2d62fb1b7db97e02edb8cda96d769b16e443a4f6195e35662b0"
+dependencies = [
+ "crypto-common",
+ "generic-array",
+]
+
+[[package]]
+name = "aes"
+version = "0.8.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b169f7a6d4742236a0a00c541b845991d0ac43e546831af1249753ab4c3aa3a0"
+dependencies = [
+ "cfg-if",
+ "cipher",
+ "cpufeatures",
+]
+
+[[package]]
+name = "aes-gcm"
+version = "0.10.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "831010a0f742e1209b3bcea8fab6a8e149051ba6099432c8cb2cc117dec3ead1"
+dependencies = [
+ "aead",
+ "aes",
+ "cipher",
+ "ctr",
+ "ghash",
+ "subtle",
+]
+
 [[package]]
 name = "ahash"
 version = "0.8.12"
@@ -36,6 +71,51 @@ version = "0.2.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "683d7910e743518b0e34f1186f92494becacb047c7b6bf616c96772180fef923"
 
+[[package]]
+name = "ambientops-clinician"
+version = "1.2.0"
+dependencies = [
+ "ambientops-contracts",
+ "anyhow",
+ "arangors",
+ "chrono",
+ "clap",
+ "config",
+ "directories",
+ "futures",
+ "libp2p",
+ "ndarray",
+ "nix 0.29.0",
+ "ollama-rs",
+ "procfs",
+ "redis",
+ "reqwest",
+ "ring",
+ "scraper",
+ "serde",
+ "serde_json",
+ "sysinfo",
+ "tantivy",
+ "tempfile",
+ "thiserror 2.0.17",
+ "tokio",
+ "tokio-test",
+ "toml",
+ "tracing",
+ "tracing-subscriber",
+ "uuid",
+]
+
+[[package]]
+name = "ambientops-contracts"
+version = "1.0.0"
+dependencies = [
+ "chrono",
+ "serde",
+ "serde_json",
+ "uuid",
+]
+
 [[package]]
 name = "android_system_properties"
 version = "0.1.5"
@@ -362,6 +442,15 @@ dependencies = [
  "crunchy",
 ]
 
+[[package]]
+name = "blake2"
+version = "0.10.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "46502ad458c9a52b69d4d4d32775c788b7a1b85e8bc9d482d92250fc0e3f8efe"
+dependencies = [
+ "digest",
+]
+
 [[package]]
 name = "block-buffer"
 version = "0.10.4"
@@ -394,9 +483,9 @@ checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
 
 [[package]]
 name = "bytes"
-version = "1.11.0"
+version = "1.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b35204fbdc0b3f4446b89fc1ac2cf84a8a68971995d0bf2e925ec7cd960f9cb3"
+checksum = "1e748733b7cbc798e1434b6ac524f0c1ff2ab456fe201501e6497c8417a4fc33"
 
 [[package]]
 name = "cc"
@@ -428,6 +517,30 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
 
+[[package]]
+name = "chacha20"
+version = "0.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c3613f74bd2eac03dad61bd53dbe620703d4371614fe0bc3b9f04dd36fe4e818"
+dependencies = [
+ "cfg-if",
+ "cipher",
+ "cpufeatures",
+]
+
+[[package]]
+name = "chacha20poly1305"
+version = "0.10.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "10cd79432192d1c0f4e1a0fef9527696cc039165d729fb41b3f4f4f354c2dc35"
+dependencies = [
+ "aead",
+ "chacha20",
+ "cipher",
+ "poly1305",
+ "zeroize",
+]
+
 [[package]]
 name = "chrono"
 version = "0.4.42"
@@ -442,6 +555,17 @@ dependencies = [
  "windows-link",
 ]
 
+[[package]]
+name = "cipher"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "773f3b9af64447d2ce9850330c473515014aa235e6a783b02db81ff39e4a3dad"
+dependencies = [
+ "crypto-common",
+ "inout",
+ "zeroize",
+]
+
 [[package]]
 name = "clap"
 version = "4.5.53"
@@ -684,6 +808,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "78c8292055d1c1df0cce5d180393dc8cce0abec0a7102adb6c7b1eef6016d60a"
 dependencies = [
  "generic-array",
+ "rand_core 0.6.4",
  "typenum",
 ]
 
@@ -710,6 +835,15 @@ dependencies = [
  "syn 2.0.111",
 ]
 
+[[package]]
+name = "ctr"
+version = "0.9.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0369ee1ad671834580515889b80f2ea915f23b8be8d0daa4bbaf2ac5c7590835"
+dependencies = [
+ "cipher",
+]
+
 [[package]]
 name = "curve25519-dalek"
 version = "4.1.3"
@@ -760,7 +894,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8d162beedaa69905488a8da94f5ac3edb4dd4788b732fadb7bd120b2625c1976"
 dependencies = [
  "data-encoding",
- "syn 2.0.111",
+ "syn 1.0.109",
 ]
 
 [[package]]
@@ -1253,6 +1387,16 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "ghash"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f0d8a4362ccb29cb0b265253fb0a2728f592895ee6854fd9bc13f2ffda266ff1"
+dependencies = [
+ "opaque-debug",
+ "polyval",
+]
+
 [[package]]
 name = "h2"
 version = "0.4.12"
@@ -1750,6 +1894,15 @@ dependencies = [
  "hashbrown 0.16.1",
 ]
 
+[[package]]
+name = "inout"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "879f10e63c20629ecabbb64a8010319738c66a5cd0c29b02d63d272b03751d01"
+dependencies = [
+ "generic-array",
+]
+
 [[package]]
 name = "instant"
 version = "0.1.13"
@@ -1895,10 +2048,12 @@ dependencies = [
  "libp2p-kad",
  "libp2p-mdns",
  "libp2p-metrics",
+ "libp2p-noise",
  "libp2p-quic",
  "libp2p-swarm",
  "libp2p-tcp",
  "libp2p-upnp",
+ "libp2p-yamux",
  "multiaddr",
  "pin-project",
  "rw-stream-sink",
@@ -2079,6 +2234,29 @@ dependencies = [
  "web-time",
 ]
 
+[[package]]
+name = "libp2p-noise"
+version = "0.46.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc73eacbe6462a0eb92a6527cac6e63f02026e5407f8831bde8293f19217bfbf"
+dependencies = [
+ "asynchronous-codec",
+ "bytes",
+ "futures",
+ "libp2p-core",
+ "libp2p-identity",
+ "multiaddr",
+ "multihash",
+ "quick-protobuf",
+ "rand 0.8.5",
+ "snow",
+ "static_assertions",
+ "thiserror 2.0.17",
+ "tracing",
+ "x25519-dalek",
+ "zeroize",
+]
+
 [[package]]
 name = "libp2p-quic"
 version = "0.13.0"
@@ -2172,6 +2350,21 @@ dependencies = [
  "tracing",
 ]
 
+[[package]]
+name = "libp2p-yamux"
+version = "0.47.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f15df094914eb4af272acf9adaa9e287baa269943f32ea348ba29cfb9bfc60d8"
+dependencies = [
+ "either",
+ "futures",
+ "libp2p-core",
+ "thiserror 2.0.17",
+ "tracing",
+ "yamux 0.12.1",
+ "yamux 0.13.8",
+]
+
 [[package]]
 name = "libredox"
 version = "0.1.12"
@@ -2579,6 +2772,12 @@ dependencies = [
  "memoffset",
 ]
 
+[[package]]
+name = "nohash-hasher"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2bf50223579dc7cdcfb3bfcacf7069ff68243f8c363f62ffa99cf000a6b9c451"
+
 [[package]]
 name = "nom"
 version = "7.1.3"
@@ -2628,9 +2827,9 @@ dependencies = [
 
 [[package]]
 name = "num-conv"
-version = "0.1.0"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "51d515d32fb182ee37cda2ccdcb92950d6a3c2893aa280e540671c2cd0f3b1d9"
+checksum = "cf97ec579c3c42f953ef76dbf8d55ac91fb219dde70e49aa4a6b7d74e9919050"
 
 [[package]]
 name = "num-integer"
@@ -2709,6 +2908,12 @@ version = "0.1.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "269bca4c2591a28585d6bf10d9ed0332b7d76900a1b02bec41bdc3a2cdcda107"
 
+[[package]]
+name = "opaque-debug"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c08d65885ee38876c4f86fa503fb49d7b507c2b62552df7c70b2fce627e06381"
+
 [[package]]
 name = "openssl"
 version = "0.10.75"
@@ -2835,38 +3040,6 @@ version = "2.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9b4f627cb1b25917193a259e49bdad08f671f8d9708acfd5fe0a8c1455d87220"
 
-[[package]]
-name = "personal-sysadmin"
-version = "1.2.0"
-dependencies = [
- "anyhow",
- "arangors",
- "chrono",
- "clap",
- "config",
- "directories",
- "libp2p",
- "ndarray",
- "nix 0.29.0",
- "ollama-rs",
- "procfs",
- "redis",
- "reqwest",
- "ring",
- "scraper",
- "serde",
- "serde_json",
- "sysinfo",
- "tantivy",
- "thiserror 2.0.17",
- "tokio",
- "tokio-test",
- "toml",
- "tracing",
- "tracing-subscriber",
- "uuid",
-]
-
 [[package]]
 name = "pest"
 version = "2.8.4"
@@ -3024,6 +3197,29 @@ dependencies = [
  "windows-sys 0.61.2",
 ]
 
+[[package]]
+name = "poly1305"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8159bd90725d2df49889a078b54f4f79e87f1f8a8444194cdca81d38f5393abf"
+dependencies = [
+ "cpufeatures",
+ "opaque-debug",
+ "universal-hash",
+]
+
+[[package]]
+name = "polyval"
+version = "0.6.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9d1fe60d06143b2430aa532c94cfe9e29783047f06c0d7fd359a9a51b729fa25"
+dependencies = [
+ "cfg-if",
+ "cpufeatures",
+ "opaque-debug",
+ "universal-hash",
+]
+
 [[package]]
 name = "portable-atomic"
 version = "1.13.0"
@@ -3920,6 +4116,23 @@ version = "1.15.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "67b1b7a3b5fe4f1376887184045fcf45c69e92af734b7aaddc05fb777b6fbd03"
 
+[[package]]
+name = "snow"
+version = "0.9.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "850948bee068e713b8ab860fe1adc4d109676ab4c3b621fd8147f06b261f2f85"
+dependencies = [
+ "aes-gcm",
+ "blake2",
+ "chacha20poly1305",
+ "curve25519-dalek",
+ "rand_core 0.6.4",
+ "ring",
+ "rustc_version",
+ "sha2",
+ "subtle",
+]
+
 [[package]]
 name = "socket2"
 version = "0.5.10"
@@ -4298,30 +4511,30 @@ dependencies = [
 
 [[package]]
 name = "time"
-version = "0.3.44"
+version = "0.3.47"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91e7d9e3bb61134e77bde20dd4825b97c010155709965fedf0f49bb138e52a9d"
+checksum = "743bd48c283afc0388f9b8827b976905fb217ad9e647fae3a379a9283c4def2c"
 dependencies = [
  "deranged",
  "itoa",
  "num-conv",
  "powerfmt",
- "serde",
+ "serde_core",
  "time-core",
  "time-macros",
 ]
 
 [[package]]
 name = "time-core"
-version = "0.1.6"
+version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "40868e7c1d2f0b8d73e4a8c7f0ff63af4f6d19be117e90bd73eb1d62cf831c6b"
+checksum = "7694e1cfe791f8d31026952abf09c69ca6f6fa4e1a1229e18988f06a04a12dca"
 
 [[package]]
 name = "time-macros"
-version = "0.2.24"
+version = "0.2.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30cfb0125f12d9c277f35663a0a33f8c30190f4e4574868a330595412d34ebf3"
+checksum = "2e70e4c5a0e0a8a4823ad65dfe1a6930e4f4d756dcd9dd7939022b5e8c501215"
 dependencies = [
  "num-conv",
  "time-core",
@@ -4666,6 +4879,16 @@ version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b4ac048d71ede7ee76d585517add45da530660ef4390e49b098733c6e897f254"
 
+[[package]]
+name = "universal-hash"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc1de2c688dc15305988b563c3854064043356019f97a4b46276fe734c4f07ea"
+dependencies = [
+ "crypto-common",
+ "subtle",
+]
+
 [[package]]
 name = "unsigned-varint"
 version = "0.7.2"
@@ -5285,6 +5508,18 @@ version = "0.6.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9edde0db4769d2dc68579893f2306b26c6ecfbe0ef499b013d731b7b9247e0b9"
 
+[[package]]
+name = "x25519-dalek"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c7e468321c81fb07fa7f4c636c3972b9100f0346e5b6a9f2bd0603a52f7ed277"
+dependencies = [
+ "curve25519-dalek",
+ "rand_core 0.6.4",
+ "serde",
+ "zeroize",
+]
+
 [[package]]
 name = "x509-parser"
 version = "0.17.0"
@@ -5328,6 +5563,37 @@ dependencies = [
  "hashlink 0.8.4",
 ]
 
+[[package]]
+name = "yamux"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9ed0164ae619f2dc144909a9f082187ebb5893693d8c0196e8085283ccd4b776"
+dependencies = [
+ "futures",
+ "log",
+ "nohash-hasher",
+ "parking_lot",
+ "pin-project",
+ "rand 0.8.5",
+ "static_assertions",
+]
+
+[[package]]
+name = "yamux"
+version = "0.13.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "deab71f2e20691b4728b349c6cee8fc7223880fa67b6b4f92225ec32225447e5"
+dependencies = [
+ "futures",
+ "log",
+ "nohash-hasher",
+ "parking_lot",
+ "pin-project",
+ "rand 0.9.2",
+ "static_assertions",
+ "web-time",
+]
+
 [[package]]
 name = "yasna"
 version = "0.5.2"
@@ -5406,6 +5672,20 @@ name = "zeroize"
 version = "1.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b97154e67e32c85465826e8bcc1c59429aaaf107c1e4a9e53c8d8ccd5eff88d0"
+dependencies = [
+ "zeroize_derive",
+]
+
+[[package]]
+name = "zeroize_derive"
+version = "1.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "85a5b4158499876c763cb03bc4e49185d3cccbabb15b33c627f7884f43db852e"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.111",
+]
 
 [[package]]
 name = "zerotrie"