diff --git a/Cargo.lock b/Cargo.lock
index 5bd6bda..8c85b3c 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -435,10 +435,10 @@ dependencies = [
  "sea-orm",
  "serde",
  "serde_json",
- "slog",
  "thiserror 2.0.18",
  "tiktoken-rs",
  "tokio",
+ "tracing",
  "uuid",
 ]
 
@@ -628,9 +628,9 @@ dependencies = [
  "serde_json",
  "service",
  "session",
- "slog",
  "tokio",
  "tokio-stream",
+ "tracing",
  "utoipa",
  "uuid",
 ]
@@ -654,8 +654,8 @@ dependencies = [
  "serde_json",
  "service",
  "session",
- "slog",
  "tokio",
+ "tracing",
  "uuid",
 ]
 
@@ -1085,7 +1085,7 @@ dependencies = [
  "bytes",
  "futures-util",
  "http 1.4.0",
- "http-body",
+ "http-body 1.0.1",
  "http-body-util",
  "itoa",
  "matchit 0.7.3",
@@ -1111,7 +1111,7 @@ dependencies = [
  "bytes",
  "futures-util",
  "http 1.4.0",
- "http-body",
+ "http-body 1.0.1",
  "http-body-util",
  "itoa",
  "matchit 0.8.4",
@@ -1136,7 +1136,7 @@ dependencies = [
  "bytes",
  "futures-util",
  "http 1.4.0",
- "http-body",
+ "http-body 1.0.1",
  "http-body-util",
  "mime",
  "pin-project-lite",
@@ -1155,7 +1155,7 @@ dependencies = [
  "bytes",
  "futures-core",
  "http 1.4.0",
- "http-body",
+ "http-body 1.0.1",
  "http-body-util",
  "mime",
  "pin-project-lite",
@@ -1205,6 +1205,12 @@ version = "0.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0ea22880d78093b0cbe17c89f64a7d457941e65759157ec6cb31a31d652b05e5"
 
+[[package]]
+name = "base64"
+version = "0.21.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9d297deb1925b89f2ccc13d7635fa0714f12c87adce1c75356b39ca9b7178567"
+
 [[package]]
 name = "base64"
 version = "0.22.1"
@@ -2454,8 +2460,8 @@ dependencies = [
  "lettre",
  "regex",
  "serde",
- "slog",
  "tokio",
+ "tracing",
 ]
 
 [[package]]
@@ -2477,9 +2483,10 @@ dependencies = [
  "clap",
  "config",
  "db",
+ "observability",
  "service",
- "slog",
  "tokio",
+ "tracing",
 ]
 
 [[package]]
@@ -3041,12 +3048,12 @@ dependencies = [
  "serde_json",
  "sha1",
  "sha2 0.11.0",
- "slog",
  "ssh-key",
  "sysinfo",
  "tar",
  "tokio",
  "tokio-util",
+ "tracing",
  "uuid",
  "zip 8.4.0",
 ]
@@ -3063,7 +3070,6 @@ dependencies = [
  "git",
  "observability",
  "reqwest 0.13.2",
- "slog",
  "tokio",
  "tokio-util",
  "tracing",
@@ -3125,8 +3131,8 @@ dependencies = [
  "db",
  "git",
  "observability",
- "slog",
  "tokio",
+ "tracing",
 ]
 
 [[package]]
@@ -3353,6 +3359,15 @@ dependencies = [
  "ahash 0.7.8",
 ]
 
+[[package]]
+name = "hashbrown"
+version = "0.14.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
+dependencies = [
+ "ahash 0.8.12",
+]
+
 [[package]]
 name = "hashbrown"
 version = "0.15.5"
@@ -3516,6 +3531,17 @@ dependencies = [
  "itoa",
 ]
 
+[[package]]
+name = "http-body"
+version = "0.4.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7ceab25649e9960c0311ea418d17bee82c0dcec1bd053b5f9a66e265a693bed2"
+dependencies = [
+ "bytes",
+ "http 0.2.12",
+ "pin-project-lite",
+]
+
 [[package]]
 name = "http-body"
 version = "1.0.1"
@@ -3535,7 +3561,7 @@ dependencies = [
  "bytes",
  "futures-core",
  "http 1.4.0",
- "http-body",
+ "http-body 1.0.1",
  "pin-project-lite",
 ]
 
@@ -3567,6 +3593,29 @@ dependencies = [
  "zeroize",
 ]
 
+[[package]]
+name = "hyper"
+version = "0.14.32"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "41dfc780fdec9373c01bae43289ea34c972e40ee3c9f6b3c8801a35f35586ce7"
+dependencies = [
+ "bytes",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "http 0.2.12",
+ "http-body 0.4.6",
+ "httparse",
+ "httpdate",
+ "itoa",
+ "pin-project-lite",
+ "socket2 0.5.10",
+ "tokio",
+ "tower-service",
+ "tracing",
+ "want",
+]
+
 [[package]]
 name = "hyper"
 version = "1.8.1"
@@ -3579,7 +3628,7 @@ dependencies = [
  "futures-core",
  "h2 0.4.13",
  "http 1.4.0",
- "http-body",
+ "http-body 1.0.1",
  "httparse",
  "httpdate",
  "itoa",
@@ -3600,7 +3649,7 @@ dependencies = [
  "futures-util",
  "headers",
  "http 1.4.0",
- "hyper",
+ "hyper 1.8.1",
  "hyper-rustls",
  "hyper-util",
  "pin-project-lite",
@@ -3617,7 +3666,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e3c93eb611681b207e1fe55d5a71ecf91572ec8a6705cdb6857f7d8d5242cf58"
 dependencies = [
  "http 1.4.0",
- "hyper",
+ "hyper 1.8.1",
  "hyper-util",
  "log",
  "rustls",
@@ -3635,13 +3684,26 @@ version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2b90d566bffbce6a75bd8b09a05aa8c2cb1fabb6cb348f8840c9e4c90a0d83b0"
 dependencies = [
- "hyper",
+ "hyper 1.8.1",
  "hyper-util",
  "pin-project-lite",
  "tokio",
  "tower-service",
 ]
 
+[[package]]
+name = "hyper-tls"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6183ddfa99b85da61a140bea0efc93fdf56ceaa041b37d553518030827f9905"
+dependencies = [
+ "bytes",
+ "hyper 0.14.32",
+ "native-tls",
+ "tokio",
+ "tokio-native-tls",
+]
+
 [[package]]
 name = "hyper-tls"
 version = "0.6.0"
@@ -3650,7 +3712,7 @@ checksum = "70206fc6890eaca9fde8a0bf71caa2ddfc9fe045ac9e5c70df101a7dbde866e0"
 dependencies = [
  "bytes",
  "http-body-util",
- "hyper",
+ "hyper 1.8.1",
  "hyper-util",
  "native-tls",
  "tokio",
@@ -3669,8 +3731,8 @@ dependencies = [
  "futures-channel",
  "futures-util",
  "http 1.4.0",
- "http-body",
- "hyper",
+ "http-body 1.0.1",
+ "hyper 1.8.1",
  "ipnet",
  "libc",
  "percent-encoding",
@@ -4191,9 +4253,9 @@ dependencies = [
  "futures",
  "home",
  "http 1.4.0",
- "http-body",
+ "http-body 1.0.1",
  "http-body-util",
- "hyper",
+ "hyper 1.8.1",
  "hyper-http-proxy",
  "hyper-rustls",
  "hyper-timeout",
@@ -4660,24 +4722,46 @@ dependencies = [
 
 [[package]]
 name = "metrics"
-version = "0.21.1"
+version = "0.22.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fde3af1a009ed76a778cb84fdef9e7dbbdf5775ae3e4cc1f434a6a307f6f76c5"
+checksum = "56d05972e8cbac2671e85aa9d04d9160d193f8bebd1a5c1a2f4542c62e65d1d0"
 dependencies = [
  "ahash 0.8.12",
- "metrics-macros",
  "portable-atomic",
 ]
 
 [[package]]
-name = "metrics-macros"
-version = "0.7.1"
+name = "metrics-exporter-prometheus"
+version = "0.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38b4faf00617defe497754acde3024865bc143d44a86799b24e191ecff91354f"
+checksum = "9bf4e7146e30ad172c42c39b3246864bd2d3c6396780711a1baf749cfe423e21"
 dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.117",
+ "base64 0.21.7",
+ "hyper 0.14.32",
+ "hyper-tls 0.5.0",
+ "indexmap 2.13.0",
+ "ipnet",
+ "metrics",
+ "metrics-util",
+ "quanta",
+ "thiserror 1.0.69",
+ "tokio",
+ "tracing",
+]
+
+[[package]]
+name = "metrics-util"
+version = "0.16.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b07a5eb561b8cbc16be2d216faf7757f9baf3bfb94dbb0fae3df8387a5bb47f"
+dependencies = [
+ "crossbeam-epoch",
+ "crossbeam-utils",
+ "hashbrown 0.14.5",
+ "metrics",
+ "num_cpus",
+ "quanta",
+ "sketches-ddsketch",
 ]
 
 [[package]]
@@ -5075,10 +5159,19 @@ dependencies = [
  "chrono",
  "futures",
  "hostname",
+ "metrics",
+ "metrics-exporter-prometheus",
  "once_cell",
+ "opentelemetry",
+ "opentelemetry-http",
+ "opentelemetry-otlp",
+ "opentelemetry_sdk",
+ "reqwest 0.13.2",
  "serde_json",
- "slog",
+ "thiserror 2.0.18",
+ "tokio",
  "tracing",
+ "tracing-opentelemetry",
  "tracing-subscriber",
 ]
 
@@ -5150,6 +5243,80 @@ dependencies = [
  "vcpkg",
 ]
 
+[[package]]
+name = "opentelemetry"
+version = "0.31.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b84bcd6ae87133e903af7ef497404dda70c60d0ea14895fc8a5e6722754fc2a0"
+dependencies = [
+ "futures-core",
+ "futures-sink",
+ "js-sys",
+ "pin-project-lite",
+ "thiserror 2.0.18",
+ "tracing",
+]
+
+[[package]]
+name = "opentelemetry-http"
+version = "0.31.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d7a6d09a73194e6b66df7c8f1b680f156d916a1a942abf2de06823dd02b7855d"
+dependencies = [
+ "async-trait",
+ "bytes",
+ "http 1.4.0",
+ "opentelemetry",
+ "reqwest 0.12.28",
+]
+
+[[package]]
+name = "opentelemetry-otlp"
+version = "0.31.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1f69cd6acbb9af919df949cd1ec9e5e7fdc2ef15d234b6b795aaa525cc02f71f"
+dependencies = [
+ "http 1.4.0",
+ "opentelemetry",
+ "opentelemetry-http",
+ "opentelemetry-proto",
+ "opentelemetry_sdk",
+ "prost 0.14.3",
+ "reqwest 0.12.28",
+ "thiserror 2.0.18",
+ "tracing",
+]
+
+[[package]]
+name = "opentelemetry-proto"
+version = "0.31.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a7175df06de5eaee9909d4805a3d07e28bb752c34cab57fa9cff549da596b30f"
+dependencies = [
+ "opentelemetry",
+ "opentelemetry_sdk",
+ "prost 0.14.3",
+ "tonic 0.14.5",
+ "tonic-prost",
+]
+
+[[package]]
+name = "opentelemetry_sdk"
+version = "0.31.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e14ae4f5991976fd48df6d843de219ca6d31b01daaab2dad5af2badeded372bd"
+dependencies = [
+ "futures-channel",
+ "futures-executor",
+ "futures-util",
+ "opentelemetry",
+ "percent-encoding",
+ "rand 0.9.2",
+ "thiserror 2.0.18",
+ "tokio",
+ "tokio-stream",
+]
+
 [[package]]
 name = "operator"
 version = "0.2.9"
@@ -5984,6 +6151,21 @@ dependencies = [
  "bytemuck",
 ]
 
+[[package]]
+name = "quanta"
+version = "0.12.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f3ab5a9d756f0d97bdc89019bd2e4ea098cf9cde50ee7564dde6b81ccc8f06c7"
+dependencies = [
+ "crossbeam-utils",
+ "libc",
+ "once_cell",
+ "raw-cpuid",
+ "wasi",
+ "web-sys",
+ "winapi",
+]
+
 [[package]]
 name = "queue"
 version = "0.2.9"
@@ -5995,10 +6177,10 @@ dependencies = [
  "redis",
  "serde",
  "serde_json",
- "slog",
  "thiserror 2.0.18",
  "tokio",
  "tokio-stream",
+ "tracing",
  "uuid",
 ]
 
@@ -6080,7 +6262,7 @@ dependencies = [
  "once_cell",
  "socket2 0.6.3",
  "tracing",
- "windows-sys 0.60.2",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -6258,6 +6440,15 @@ dependencies = [
  "rgb",
 ]
 
+[[package]]
+name = "raw-cpuid"
+version = "11.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "498cd0dc59d73224351ee52a95fee0f1a617a2eae0e7d9d720cc622c73a54186"
+dependencies = [
+ "bitflags",
+]
+
 [[package]]
 name = "rawpointer"
 version = "0.2.1"
@@ -6416,13 +6607,14 @@ checksum = "eddd3ca559203180a307f12d114c268abf583f59b03cb906fd0b3ff8646c1147"
 dependencies = [
  "base64 0.22.1",
  "bytes",
+ "futures-channel",
  "futures-core",
  "futures-util",
  "h2 0.4.13",
  "http 1.4.0",
- "http-body",
+ "http-body 1.0.1",
  "http-body-util",
- "hyper",
+ "hyper 1.8.1",
  "hyper-rustls",
  "hyper-util",
  "js-sys",
@@ -6462,10 +6654,10 @@ dependencies = [
  "bytes",
  "futures-core",
  "http 1.4.0",
- "http-body",
+ "http-body 1.0.1",
  "http-body-util",
- "hyper",
- "hyper-tls",
+ "hyper 1.8.1",
+ "hyper-tls 0.6.0",
  "hyper-util",
  "js-sys",
  "log",
@@ -6586,10 +6778,10 @@ dependencies = [
  "serde",
  "serde_json",
  "session",
- "slog",
  "thiserror 2.0.18",
  "tokio",
  "tokio-stream",
+ "tracing",
  "utoipa",
  "uuid",
 ]
@@ -7532,6 +7724,12 @@ version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b2aa850e253778c88a04c3d7323b043aeda9d3e30d5971937c1855769763678e"
 
+[[package]]
+name = "sketches-ddsketch"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "85636c14b73d81f541e525f585c0a2109e6744e1565b5c1668e31c70c10ed65c"
+
 [[package]]
 name = "slab"
 version = "0.4.12"
@@ -8332,9 +8530,9 @@ dependencies = [
  "flate2",
  "h2 0.4.13",
  "http 1.4.0",
- "http-body",
+ "http-body 1.0.1",
  "http-body-util",
- "hyper",
+ "hyper 1.8.1",
  "hyper-timeout",
  "hyper-util",
  "percent-encoding",
@@ -8364,9 +8562,9 @@ dependencies = [
  "bytes",
  "h2 0.4.13",
  "http 1.4.0",
- "http-body",
+ "http-body 1.0.1",
  "http-body-util",
- "hyper",
+ "hyper 1.8.1",
  "hyper-timeout",
  "hyper-util",
  "percent-encoding",
@@ -8393,6 +8591,17 @@ dependencies = [
  "syn 2.0.117",
 ]
 
+[[package]]
+name = "tonic-prost"
+version = "0.14.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a55376a0bbaa4975a3f10d009ad763d8f4108f067c7c2e74f3001fb49778d309"
+dependencies = [
+ "bytes",
+ "prost 0.14.3",
+ "tonic 0.14.5",
+]
+
 [[package]]
 name = "tonic-prost-build"
 version = "0.14.5"
@@ -8459,7 +8668,7 @@ dependencies = [
  "bytes",
  "futures-util",
  "http 1.4.0",
- "http-body",
+ "http-body 1.0.1",
  "iri-string",
  "mime",
  "pin-project-lite",
@@ -8525,6 +8734,22 @@ dependencies = [
  "tracing-core",
 ]
 
+[[package]]
+name = "tracing-opentelemetry"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ac28f2d093c6c477eaa76b23525478f38de514fa9aeb1285738d4b97a9552fc"
+dependencies = [
+ "js-sys",
+ "opentelemetry",
+ "smallvec",
+ "tracing",
+ "tracing-core",
+ "tracing-log",
+ "tracing-subscriber",
+ "web-time",
+]
+
 [[package]]
 name = "tracing-serde"
 version = "0.2.0"
@@ -9248,15 +9473,6 @@ dependencies = [
  "windows-targets 0.52.6",
 ]
 
-[[package]]
-name = "windows-sys"
-version = "0.60.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2f500e4d28234f72040990ec9d39e3a6b950f9f22d3dba18416c35882612bcb"
-dependencies = [
- "windows-targets 0.53.5",
-]
-
 [[package]]
 name = "windows-sys"
 version = "0.61.2"
@@ -9290,30 +9506,13 @@ dependencies = [
  "windows_aarch64_gnullvm 0.52.6",
  "windows_aarch64_msvc 0.52.6",
  "windows_i686_gnu 0.52.6",
- "windows_i686_gnullvm 0.52.6",
+ "windows_i686_gnullvm",
  "windows_i686_msvc 0.52.6",
  "windows_x86_64_gnu 0.52.6",
  "windows_x86_64_gnullvm 0.52.6",
  "windows_x86_64_msvc 0.52.6",
 ]
 
-[[package]]
-name = "windows-targets"
-version = "0.53.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4945f9f551b88e0d65f3db0bc25c33b8acea4d9e41163edf90dcd0b19f9069f3"
-dependencies = [
- "windows-link",
- "windows_aarch64_gnullvm 0.53.1",
- "windows_aarch64_msvc 0.53.1",
- "windows_i686_gnu 0.53.1",
- "windows_i686_gnullvm 0.53.1",
- "windows_i686_msvc 0.53.1",
- "windows_x86_64_gnu 0.53.1",
- "windows_x86_64_gnullvm 0.53.1",
- "windows_x86_64_msvc 0.53.1",
-]
-
 [[package]]
 name = "windows-threading"
 version = "0.2.1"
@@ -9335,12 +9534,6 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3"
 
-[[package]]
-name = "windows_aarch64_gnullvm"
-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"
@@ -9353,12 +9546,6 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
 
-[[package]]
-name = "windows_aarch64_msvc"
-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"
@@ -9371,24 +9558,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b"
 
-[[package]]
-name = "windows_i686_gnu"
-version = "0.53.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "960e6da069d81e09becb0ca57a65220ddff016ff2d6af6a223cf372a506593a3"
-
 [[package]]
 name = "windows_i686_gnullvm"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66"
 
-[[package]]
-name = "windows_i686_gnullvm"
-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"
@@ -9401,12 +9576,6 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66"
 
-[[package]]
-name = "windows_i686_msvc"
-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"
@@ -9419,12 +9588,6 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78"
 
-[[package]]
-name = "windows_x86_64_gnu"
-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"
@@ -9437,12 +9600,6 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d"
 
-[[package]]
-name = "windows_x86_64_gnullvm"
-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"
@@ -9455,12 +9612,6 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
 
-[[package]]
-name = "windows_x86_64_msvc"
-version = "0.53.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d6bbff5f0aada427a1e5a6da5f1f98158182f26556f345ac9e04d36d0ebed650"
-
 [[package]]
 name = "winnow"
 version = "1.0.0"
diff --git a/Cargo.toml b/Cargo.toml
index 00d72e7..f454298 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -96,8 +96,8 @@ k8s-openapi = { version = "0.24", default-features = false, features = ["v1_28",
 mime = "0.3.17"
 mime_guess2 = "2.3.1"
 opentelemetry = "0.31.0"
-opentelemetry-otlp = "0.31.0"
-opentelemetry_sdk = "0.31.0"
+opentelemetry-otlp = { version = "0.31.0", features = ["http-proto", "trace"] }
+opentelemetry_sdk = { version = "0.31.0", features = ["rt-tokio"] }
 opentelemetry-http = "0.31.0"
 prost = "0.14.3"
 prost-build = "0.14.3"
@@ -137,7 +137,7 @@ clap = "4.6.0"
 time = "0.3.47"
 chrono = "0.4.44"
 tracing = "0.1.44"
-tracing-subscriber = { version = "0.3.23", features = ["env-filter"] }
+tracing-subscriber = { version = "0.3.23", features = ["env-filter", "json"] }
 tracing-opentelemetry = "0.32.1"
 tonic = "0.14.5"
 tonic-build = "0.14.5"
diff --git a/libs/agent/Cargo.toml b/libs/agent/Cargo.toml
index fced2a4..3d4876c 100644
--- a/libs/agent/Cargo.toml
+++ b/libs/agent/Cargo.toml
@@ -33,6 +33,6 @@ tiktoken-rs = { workspace = true }
 agent-tool-derive = { path = "../agent-tool-derive" }
 once_cell = { workspace = true }
 regex = { workspace = true }
-slog = { workspace = true }
+tracing = { workspace = true }
 [lints]
 workspace = true
diff --git a/libs/api/Cargo.toml b/libs/api/Cargo.toml
index 8785630..83214f1 100644
--- a/libs/api/Cargo.toml
+++ b/libs/api/Cargo.toml
@@ -23,7 +23,7 @@ db = { workspace = true }
 config = { workspace = true }
 queue = { workspace = true }
 email = { workspace = true }
-slog = { workspace = true }
+tracing = { workspace = true }
 service = { workspace = true }
 session = { workspace = true }
 git = { workspace = true }