diff --git a/docs/advanced/configuration.mdx b/docs/advanced/configuration.mdx
index 9c94630..cf8eb93 100644
--- a/docs/advanced/configuration.mdx
+++ b/docs/advanced/configuration.mdx
@@ -46,9 +46,37 @@ Configure Strix using environment variables or a config file.
 </ParamField>
 
 <ParamField path="STRIX_TELEMETRY" default="1" type="string">
-  Enable/disable anonymous telemetry. Set to `0`, `false`, `no`, or `off` to disable.
+  Global telemetry default toggle. Set to `0`, `false`, `no`, or `off` to disable both PostHog and OTEL unless overridden by per-channel flags below.
 </ParamField>
 
+<ParamField path="STRIX_OTEL_TELEMETRY" type="string">
+  Enable/disable OpenTelemetry run observability independently. When unset, falls back to `STRIX_TELEMETRY`.
+</ParamField>
+
+<ParamField path="STRIX_POSTHOG_TELEMETRY" type="string">
+  Enable/disable PostHog product telemetry independently. When unset, falls back to `STRIX_TELEMETRY`.
+</ParamField>
+
+<ParamField path="TRACELOOP_BASE_URL" type="string">
+  OTLP/Traceloop base URL for remote OpenTelemetry export. If unset, Strix keeps traces local only.
+</ParamField>
+
+<ParamField path="TRACELOOP_API_KEY" type="string">
+  API key used for remote trace export. Remote export is enabled only when both `TRACELOOP_BASE_URL` and `TRACELOOP_API_KEY` are set.
+</ParamField>
+
+<ParamField path="TRACELOOP_HEADERS" type="string">
+  Optional custom OTEL headers (JSON object or `key=value,key2=value2`). Useful for Langfuse or custom/self-hosted OTLP gateways.
+</ParamField>
+
+When remote OTEL vars are not set, Strix still writes complete run telemetry locally to:
+
+```bash
+strix_runs/<run_name>/events.jsonl
+```
+
+When remote vars are set, Strix dual-writes telemetry to both local JSONL and the remote OTEL endpoint.
+
 ## Docker Configuration
 
 <ParamField path="STRIX_IMAGE" default="ghcr.io/usestrix/strix-sandbox:0.1.12" type="string">
@@ -106,4 +134,5 @@ export PERPLEXITY_API_KEY="pplx-..."
 # Optional: Custom timeouts
 export LLM_TIMEOUT="600"
 export STRIX_SANDBOX_EXECUTION_TIMEOUT="300"
+
 ```
diff --git a/poetry.lock b/poetry.lock
index ffae0a0..5930b42 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.3.2 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -220,6 +220,34 @@ files = [
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
 ]
 
+[[package]]
+name = "anthropic"
+version = "0.84.0"
+description = "The official Python library for the anthropic API"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "anthropic-0.84.0-py3-none-any.whl", hash = "sha256:861c4c50f91ca45f942e091d83b60530ad6d4f98733bfe648065364da05d29e7"},
+    {file = "anthropic-0.84.0.tar.gz", hash = "sha256:72f5f90e5aebe62dca316cb013629cfa24996b0f5a4593b8c3d712bc03c43c37"},
+]
+
+[package.dependencies]
+anyio = ">=3.5.0,<5"
+distro = ">=1.7.0,<2"
+docstring-parser = ">=0.15,<1"
+httpx = ">=0.25.0,<1"
+jiter = ">=0.4.0,<1"
+pydantic = ">=1.9.0,<3"
+sniffio = "*"
+typing-extensions = ">=4.10,<5"
+
+[package.extras]
+aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.9)"]
+bedrock = ["boto3 (>=1.28.57)", "botocore (>=1.31.57)"]
+mcp = ["mcp (>=1.0) ; python_version >= \"3.10\""]
+vertex = ["google-auth[requests] (>=2,<3)"]
+
 [[package]]
 name = "anyio"
 version = "4.10.0"
@@ -628,6 +656,18 @@ files = [
     {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
 ]
 
+[[package]]
+name = "catalogue"
+version = "2.0.10"
+description = "Super lightweight function registries for your library"
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
+    {file = "catalogue-2.0.10-py3-none-any.whl", hash = "sha256:58c2de0020aa90f4a2da7dfad161bf7b3b054c86a5f09fcedc0b2b740c109a9f"},
+    {file = "catalogue-2.0.10.tar.gz", hash = "sha256:4f56daa940913d3f09d589c191c74e5a6d51762b3a9e37dd53b7437afd6cda15"},
+]
+
 [[package]]
 name = "certifi"
 version = "2025.8.3"
@@ -890,7 +930,7 @@ files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "sys_platform == \"win32\" and extra == \"sandbox\" or platform_system == \"Windows\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
+markers = {dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
 
 [[package]]
 name = "contourpy"
@@ -1174,6 +1214,17 @@ ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi (>=2024)", "cryptography-vectors (==46.0.5)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
+[[package]]
+name = "cuid"
+version = "0.4"
+description = "Fast, scalable unique ID generation"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "cuid-0.4.tar.gz", hash = "sha256:74eaba154916a2240405c3631acee708c263ef8fa05a86820b87d0f59f84e978"},
+]
+
 [[package]]
 name = "cvss"
 version = "3.6"
@@ -1203,6 +1254,29 @@ files = [
 docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
 tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
+[[package]]
+name = "dateparser"
+version = "1.3.0"
+description = "Date parsing library designed to parse dates from HTML pages"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "dateparser-1.3.0-py3-none-any.whl", hash = "sha256:8dc678b0a526e103379f02ae44337d424bd366aac727d3c6cf52ce1b01efbb5a"},
+    {file = "dateparser-1.3.0.tar.gz", hash = "sha256:5bccf5d1ec6785e5be71cc7ec80f014575a09b4923e762f850e57443bddbf1a5"},
+]
+
+[package.dependencies]
+python-dateutil = ">=2.7.0"
+pytz = ">=2024.2"
+regex = ">=2024.9.11"
+tzlocal = ">=0.2"
+
+[package.extras]
+calendars = ["convertdate (>=2.2.1)", "hijridate"]
+fasttext = ["fasttext (>=0.9.1)", "numpy (>=1.22.0,<2)"]
+langdetect = ["langdetect (>=1.0.0)"]
+
 [[package]]
 name = "decorator"
 version = "5.2.1"
@@ -1228,6 +1302,24 @@ files = [
     {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
 ]
 
+[[package]]
+name = "deprecated"
+version = "1.3.1"
+description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+groups = ["main"]
+files = [
+    {file = "deprecated-1.3.1-py2.py3-none-any.whl", hash = "sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f"},
+    {file = "deprecated-1.3.1.tar.gz", hash = "sha256:b1b50e0ff0c1fddaa5708a2c6b0a6588bb09b892825ab2b214ac9ea9d92a5223"},
+]
+
+[package.dependencies]
+wrapt = ">=1.10,<3"
+
+[package.extras]
+dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools ; python_version >= \"3.12\"", "tox"]
+
 [[package]]
 name = "dill"
 version = "0.4.0"
@@ -1316,10 +1408,9 @@ websockets = ["websocket-client (>=1.3.0)"]
 name = "docstring-parser"
 version = "0.17.0"
 description = "Parse Python docstrings in reST, Google and Numpydoc format"
-optional = true
+optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "extra == \"vertex\""
 files = [
     {file = "docstring_parser-0.17.0-py3-none-any.whl", hash = "sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708"},
     {file = "docstring_parser-0.17.0.tar.gz", hash = "sha256:583de4a309722b3315439bb31d64ba3eebada841f2e2cee23b99df001434c912"},
@@ -1388,6 +1479,24 @@ files = [
 [package.extras]
 tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich ; python_version >= \"3.11\""]
 
+[[package]]
+name = "faker"
+version = "40.8.0"
+description = "Faker is a Python package that generates fake data for you."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "faker-40.8.0-py3-none-any.whl", hash = "sha256:eb21bdba18f7a8375382eb94fb436fce07046893dc94cb20817d28deb0c3d579"},
+    {file = "faker-40.8.0.tar.gz", hash = "sha256:936a3c9be6c004433f20aa4d99095df5dec82b8c7ad07459756041f8c1728875"},
+]
+
+[package.dependencies]
+tzdata = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+tzdata = ["tzdata"]
+
 [[package]]
 name = "fastapi"
 version = "0.121.0"
@@ -2142,10 +2251,9 @@ requests = ["requests (>=2.18.0,<3.0.0)"]
 name = "googleapis-common-protos"
 version = "1.72.0"
 description = "Common protobufs used in Google APIs"
-optional = true
+optional = false
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"vertex\""
 files = [
     {file = "googleapis_common_protos-1.72.0-py3-none-any.whl", hash = "sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038"},
     {file = "googleapis_common_protos-1.72.0.tar.gz", hash = "sha256:e55a601c1b32b52d7a3e65f43563e2aa61bcd737998ee672ac9b951cd49319f5"},
@@ -2635,6 +2743,18 @@ perf = ["ipython"]
 test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy"]
 
+[[package]]
+name = "inflection"
+version = "0.5.1"
+description = "A port of Ruby on Rails inflector to Python"
+optional = false
+python-versions = ">=3.5"
+groups = ["main"]
+files = [
+    {file = "inflection-0.5.1-py2.py3-none-any.whl", hash = "sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2"},
+    {file = "inflection-0.5.1.tar.gz", hash = "sha256:1a29730d366e996aaacffb2f1f1cb9593dc38e2ddd30c91250c6dde09ea9b417"},
+]
+
 [[package]]
 name = "iniconfig"
 version = "2.1.0"
@@ -2862,6 +2982,18 @@ files = [
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
 
+[[package]]
+name = "joblib"
+version = "1.5.3"
+description = "Lightweight pipelining with Python functions"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "joblib-1.5.3-py3-none-any.whl", hash = "sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713"},
+    {file = "joblib-1.5.3.tar.gz", hash = "sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3"},
+]
+
 [[package]]
 name = "jsonschema"
 version = "4.25.1"
@@ -2876,7 +3008,7 @@ files = [
 
 [package.dependencies]
 attrs = ">=22.2.0"
-jsonschema-specifications = ">=2023.03.6"
+jsonschema-specifications = ">=2023.3.6"
 referencing = ">=0.28.4"
 rpds-py = ">=0.7.1"
 
@@ -3863,6 +3995,32 @@ extra = ["lxml (>=4.6)", "pydot (>=3.0.1)", "pygraphviz (>=1.14)", "sympy (>=1.1
 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)", "pytest-xdist (>=3.0)"]
 test-extras = ["pytest-mpl", "pytest-randomly"]
 
+[[package]]
+name = "nltk"
+version = "3.9.3"
+description = "Natural Language Toolkit"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "nltk-3.9.3-py3-none-any.whl", hash = "sha256:60b3db6e9995b3dd976b1f0fa7dec22069b2677e759c28eb69b62ddd44870522"},
+    {file = "nltk-3.9.3.tar.gz", hash = "sha256:cb5945d6424a98d694c2b9a0264519fab4363711065a46aa0ae7a2195b92e71f"},
+]
+
+[package.dependencies]
+click = "*"
+joblib = "*"
+regex = ">=2021.8.3"
+tqdm = "*"
+
+[package.extras]
+all = ["matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"]
+corenlp = ["requests"]
+machine-learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
+plot = ["matplotlib"]
+tgrep = ["pyparsing"]
+twitter = ["twython"]
+
 [[package]]
 name = "nodeenv"
 version = "1.9.1"
@@ -3879,10 +4037,9 @@ files = [
 name = "numpy"
 version = "2.3.2"
 description = "Fundamental package for array computing in Python"
-optional = true
+optional = false
 python-versions = ">=3.11"
 groups = ["main"]
-markers = "extra == \"sandbox\""
 files = [
     {file = "numpy-2.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:852ae5bed3478b92f093e30f785c98e0cb62fa0a939ed057c31716e18a7a22b9"},
     {file = "numpy-2.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7a0e27186e781a69959d0230dd9909b5e26024f8da10683bd6344baea1885168"},
@@ -4084,6 +4241,957 @@ files = [
 [package.dependencies]
 et-xmlfile = "*"
 
+[[package]]
+name = "opentelemetry-api"
+version = "1.40.0"
+description = "OpenTelemetry Python API"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_api-1.40.0-py3-none-any.whl", hash = "sha256:82dd69331ae74b06f6a874704be0cfaa49a1650e1537d4a813b86ecef7d0ecf9"},
+    {file = "opentelemetry_api-1.40.0.tar.gz", hash = "sha256:159be641c0b04d11e9ecd576906462773eb97ae1b657730f0ecf64d32071569f"},
+]
+
+[package.dependencies]
+importlib-metadata = ">=6.0,<8.8.0"
+typing-extensions = ">=4.5.0"
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-common"
+version = "1.40.0"
+description = "OpenTelemetry Protobuf encoding"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_common-1.40.0-py3-none-any.whl", hash = "sha256:7081ff453835a82417bf38dccf122c827c3cbc94f2079b03bba02a3165f25149"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.40.0.tar.gz", hash = "sha256:1cbee86a4064790b362a86601ee7934f368b81cd4cc2f2e163902a6e7818a0fa"},
+]
+
+[package.dependencies]
+opentelemetry-proto = "1.40.0"
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-grpc"
+version = "1.40.0"
+description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.40.0-py3-none-any.whl", hash = "sha256:2aa0ca53483fe0cf6405087a7491472b70335bc5c7944378a0a8e72e86995c52"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.40.0.tar.gz", hash = "sha256:bd4015183e40b635b3dab8da528b27161ba83bf4ef545776b196f0fb4ec47740"},
+]
+
+[package.dependencies]
+googleapis-common-protos = ">=1.57,<2.0"
+grpcio = [
+    {version = ">=1.63.2,<2.0.0", markers = "python_version < \"3.13\""},
+    {version = ">=1.66.2,<2.0.0", markers = "python_version == \"3.13\""},
+    {version = ">=1.75.1,<2.0.0", markers = "python_version >= \"3.14\""},
+]
+opentelemetry-api = ">=1.15,<2.0"
+opentelemetry-exporter-otlp-proto-common = "1.40.0"
+opentelemetry-proto = "1.40.0"
+opentelemetry-sdk = ">=1.40.0,<1.41.0"
+typing-extensions = ">=4.6.0"
+
+[package.extras]
+gcp-auth = ["opentelemetry-exporter-credential-provider-gcp (>=0.59b0)"]
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-http"
+version = "1.40.0"
+description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_http-1.40.0-py3-none-any.whl", hash = "sha256:a8d1dab28f504c5d96577d6509f80a8150e44e8f45f82cdbe0e34c99ab040069"},
+    {file = "opentelemetry_exporter_otlp_proto_http-1.40.0.tar.gz", hash = "sha256:db48f5e0f33217588bbc00274a31517ba830da576e59503507c839b38fa0869c"},
+]
+
+[package.dependencies]
+googleapis-common-protos = ">=1.52,<2.0"
+opentelemetry-api = ">=1.15,<2.0"
+opentelemetry-exporter-otlp-proto-common = "1.40.0"
+opentelemetry-proto = "1.40.0"
+opentelemetry-sdk = ">=1.40.0,<1.41.0"
+requests = ">=2.7,<3.0"
+typing-extensions = ">=4.5.0"
+
+[package.extras]
+gcp-auth = ["opentelemetry-exporter-credential-provider-gcp (>=0.59b0)"]
+
+[[package]]
+name = "opentelemetry-instrumentation"
+version = "0.61b0"
+description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_instrumentation-0.61b0-py3-none-any.whl", hash = "sha256:92a93a280e69788e8f88391247cc530fd81f16f2b011979d4d6398f805cfbc63"},
+    {file = "opentelemetry_instrumentation-0.61b0.tar.gz", hash = "sha256:cb21b48db738c9de196eba6b805b4ff9de3b7f187e4bbf9a466fa170514f1fc7"},
+]
+
+[package.dependencies]
+opentelemetry-api = ">=1.4,<2.0"
+opentelemetry-semantic-conventions = "0.61b0"
+packaging = ">=18.0"
+wrapt = ">=1.0.0,<2.0.0"
+
+[[package]]
+name = "opentelemetry-instrumentation-agno"
+version = "0.53.0"
+description = "OpenTelemetry Agno instrumentation"
+optional = false
+python-versions = "<4,>=3.10"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_instrumentation_agno-0.53.0-py3-none-any.whl", hash = "sha256:bab72e73e12dfcfae6440d6d47f124d6cdd9d6a5ef391ef896b79742696595d1"},
+    {file = "opentelemetry_instrumentation_agno-0.53.0.tar.gz", hash = "sha256:67ff165475ca1c48ea41fe9db2d9f89d72430b8e995ea1aa8b329f04473b7a0c"},
+]
+
+[package.dependencies]
+opentelemetry-api = ">=1.28.0,<2"
+opentelemetry-instrumentation = ">=0.59b0"
+opentelemetry-semantic-conventions = ">=0.59b0"
+opentelemetry-semantic-conventions-ai = ">=0.4.13,<0.5.0"
+
+[package.extras]
+instruments = ["agno"]
+
+[[package]]
+name = "opentelemetry-instrumentation-alephalpha"
+version = "0.53.0"
+description = "OpenTelemetry Aleph Alpha instrumentation"
+optional = false
+python-versions = "<4,>=3.10"
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+groups = ["main"]
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+[package.dependencies]
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+
+[[package]]
+name = "opentelemetry-util-http"
+version = "0.61b0"
+description = "Web util for OpenTelemetry"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+    {file = "opentelemetry_util_http-0.61b0.tar.gz", hash = "sha256:1039cb891334ad2731affdf034d8fb8b48c239af9b6dd295e5fabd07f1c95572"},
+]
+
 [[package]]
 name = "orjson"
 version = "3.11.2"
@@ -4369,6 +5477,18 @@ files = [
 [package.dependencies]
 ptyprocess = ">=0.5"
 
+[[package]]
+name = "phonenumbers"
+version = "9.0.25"
+description = "Python version of Google's common library for parsing, formatting, storing and validating international phone numbers."
+optional = false
+python-versions = ">=2.5"
+groups = ["main"]
+files = [
+    {file = "phonenumbers-9.0.25-py2.py3-none-any.whl", hash = "sha256:b1fd6c20d588f5bcd40af3899d727a9f536364211ec6eac554fcd75ca58992a3"},
+    {file = "phonenumbers-9.0.25.tar.gz", hash = "sha256:a5f236fa384c6a77378d7836c8e486ade5f984ad2e8e6cc0dbe5124315cdc81b"},
+]
+
 [[package]]
 name = "pillow"
 version = "12.1.1"
@@ -4745,10 +5865,9 @@ testing = ["google-api-core (>=1.31.5)"]
 name = "protobuf"
 version = "6.33.5"
 description = ""
-optional = true
+optional = false
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"vertex\""
 files = [
     {file = "protobuf-6.33.5-cp310-abi3-win32.whl", hash = "sha256:d71b040839446bac0f4d162e758bea99c8251161dae9d0983a3b88dee345153b"},
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@@ -5239,9 +6358,10 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pypdf"
 version = "6.7.5"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
-optional = false
+optional = true
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "extra == \"sandbox\""
 files = [
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@@ -5452,6 +6572,21 @@ Pillow = ">=3.3.2"
 typing-extensions = ">=4.9.0"
 XlsxWriter = ">=0.5.7"
 
+[[package]]
+name = "python-stdnum"
+version = "2.2"
+description = "Python module to handle standardized numbers and codes"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "python_stdnum-2.2-py3-none-any.whl", hash = "sha256:bdf98fd117a0ca152e4047aa8ad254bae63853d4e915ddd4e0effb33ba0e9260"},
+    {file = "python_stdnum-2.2.tar.gz", hash = "sha256:e95fcfa858a703d4a40130cb3eaac133c60d8808a7f3c98efeedac968c2479b9"},
+]
+
+[package.extras]
+soap = ["zeep"]
+
 [[package]]
 name = "pytz"
 version = "2025.2"
@@ -6123,10 +7258,173 @@ files = [
 ]
 
 [package.dependencies]
-botocore = ">=1.37.4,<2.0a.0"
+botocore = ">=1.37.4,<2.0a0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.37.4,<2.0a0)"]
+
+[[package]]
+name = "scikit-learn"
+version = "1.8.0"
+description = "A set of python modules for machine learning and data mining"
+optional = false
+python-versions = ">=3.11"
+groups = ["main"]
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+
+[[package]]
+name = "scrubadub"
+version = "2.0.1"
+description = "Clean personally identifiable information from dirty dirty text."
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
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+faker = "*"
+phonenumbers = "*"
+python-stdnum = "*"
+scikit-learn = "*"
+textblob = "0.15.3"
+typing-extensions = "*"
 
 [[package]]
 name = "setuptools"
@@ -6530,6 +7828,21 @@ files = [
 doc = ["reno", "sphinx"]
 test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
+[[package]]
+name = "textblob"
+version = "0.15.3"
+description = "Simple, Pythonic text processing. Sentiment analysis, part-of-speech tagging, noun phrase parsing, and more."
+optional = false
+python-versions = "*"
+groups = ["main"]
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+
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+
 [[package]]
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 version = "4.0.0"
@@ -6551,6 +7864,18 @@ typing-extensions = ">=4.4.0,<5.0.0"
 [package.extras]
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+description = "threadpoolctl"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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 version = "0.11.0"
@@ -6666,6 +7991,72 @@ notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
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+description = "Traceloop Software Development Kit (SDK) for Python"
+optional = false
+python-versions = "<4,>=3.10"
+groups = ["main"]
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+
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 [[package]]
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 version = "5.14.3"
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+    {file = "wrapt-1.17.3-cp39-cp39-win_amd64.whl", hash = "sha256:1f23fa283f51c890eda8e34e4937079114c74b4c81d2b2f1f1d94948f5cc3d7f"},
+    {file = "wrapt-1.17.3-cp39-cp39-win_arm64.whl", hash = "sha256:24c2ed34dc222ed754247a2702b1e1e89fdbaa4016f324b4b8f1a802d4ffe87f"},
+    {file = "wrapt-1.17.3-py3-none-any.whl", hash = "sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22"},
+    {file = "wrapt-1.17.3.tar.gz", hash = "sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0"},
+]
+
 [[package]]
 name = "xlrd"
 version = "2.0.2"
@@ -7309,4 +8791,4 @@ vertex = ["google-cloud-aiplatform"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "4a67311f830ccf488e636a127723741d5de84d7368131ccb99afb065ca4a12b1"
+content-hash = "d6a1cc4aac053c720cd224f72c4bac24371559ab0725a1fb9eb6ab4ed8d64b06"
diff --git a/pyproject.toml b/pyproject.toml
index ab08983..48f9196 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -56,6 +56,9 @@ textual = "^4.0.0"
 xmltodict = "^0.13.0"
 requests = "^2.32.0"
 cvss = "^3.2"
+traceloop-sdk = "^0.53.0"
+opentelemetry-exporter-otlp-proto-http = "^1.40.0"
+scrubadub = "^2.0.1"
 
 # Optional LLM provider dependencies
 google-cloud-aiplatform = { version = ">=1.38", optional = true }
@@ -148,6 +151,9 @@ module = [
     "libtmux.*",
     "pytest.*",
     "cvss.*",
+    "opentelemetry.*",
+    "scrubadub.*",
+    "traceloop.*",
 ]
 ignore_missing_imports = true
 
@@ -155,6 +161,7 @@ ignore_missing_imports = true
 [[tool.mypy.overrides]]
 module = ["tests.*"]
 disallow_untyped_decorators = false
+disallow_untyped_defs = false
 
 # ============================================================================
 # Ruff Configuration (Fast Python Linter & Formatter)
diff --git a/strix/config/config.py b/strix/config/config.py
index 7578b61..bad994a 100644
--- a/strix/config/config.py
+++ b/strix/config/config.py
@@ -47,6 +47,11 @@ class Config:
 
     # Telemetry
     strix_telemetry = "1"
+    strix_otel_telemetry = None
+    strix_posthog_telemetry = None
+    traceloop_base_url = None
+    traceloop_api_key = None
+    traceloop_headers = None
 
     # Config file override (set via --config CLI arg)
     _config_file_override: Path | None = None
diff --git a/strix/interface/main.py b/strix/interface/main.py
index 33785e6..7d340df 100644
--- a/strix/interface/main.py
+++ b/strix/interface/main.py
@@ -413,8 +413,6 @@ def display_completion_message(args: argparse.Namespace, results_path: Path) ->
     if tracer and tracer.scan_results:
         scan_completed = tracer.scan_results.get("scan_completed", False)
 
-    has_vulnerabilities = tracer and len(tracer.vulnerability_reports) > 0
-
     completion_text = Text()
     if scan_completed:
         completion_text.append("Penetration test completed", style="bold #22c55e")
@@ -439,13 +437,12 @@ def display_completion_message(args: argparse.Namespace, results_path: Path) ->
     if stats_text.plain:
         panel_parts.extend(["\n", stats_text])
 
-    if scan_completed or has_vulnerabilities:
-        results_text = Text()
-        results_text.append("\n")
-        results_text.append("Output", style="dim")
-        results_text.append("  ")
-        results_text.append(str(results_path), style="#60a5fa")
-        panel_parts.extend(["\n", results_text])
+    results_text = Text()
+    results_text.append("\n")
+    results_text.append("Output", style="dim")
+    results_text.append("  ")
+    results_text.append(str(results_path), style="#60a5fa")
+    panel_parts.extend(["\n", results_text])
 
     panel_content = Text.assemble(*panel_parts)
 
diff --git a/strix/telemetry/flags.py b/strix/telemetry/flags.py
new file mode 100644
index 0000000..bae9427
--- /dev/null
+++ b/strix/telemetry/flags.py
@@ -0,0 +1,23 @@
+from strix.config import Config
+
+
+_DISABLED_VALUES = {"0", "false", "no", "off"}
+
+
+def _is_enabled(raw_value: str | None, default: str = "1") -> bool:
+    value = (raw_value if raw_value is not None else default).strip().lower()
+    return value not in _DISABLED_VALUES
+
+
+def is_otel_enabled() -> bool:
+    explicit = Config.get("strix_otel_telemetry")
+    if explicit is not None:
+        return _is_enabled(explicit)
+    return _is_enabled(Config.get("strix_telemetry"), default="1")
+
+
+def is_posthog_enabled() -> bool:
+    explicit = Config.get("strix_posthog_telemetry")
+    if explicit is not None:
+        return _is_enabled(explicit)
+    return _is_enabled(Config.get("strix_telemetry"), default="1")
diff --git a/strix/telemetry/posthog.py b/strix/telemetry/posthog.py
index fd66bcc..aa534d2 100644
--- a/strix/telemetry/posthog.py
+++ b/strix/telemetry/posthog.py
@@ -6,7 +6,7 @@ from pathlib import Path
 from typing import TYPE_CHECKING, Any
 from uuid import uuid4
 
-from strix.config import Config
+from strix.telemetry.flags import is_posthog_enabled
 
 
 if TYPE_CHECKING:
@@ -19,7 +19,7 @@ _SESSION_ID = uuid4().hex[:16]
 
 
 def _is_enabled() -> bool:
-    return (Config.get("strix_telemetry") or "1").lower() not in ("0", "false", "no", "off")
+    return is_posthog_enabled()
 
 
 def _is_first_run() -> bool:
diff --git a/strix/telemetry/tracer.py b/strix/telemetry/tracer.py
index ef97ab6..bde9750 100644
--- a/strix/telemetry/tracer.py
+++ b/strix/telemetry/tracer.py
@@ -1,20 +1,40 @@
+import json
 import logging
+import threading
 from datetime import UTC, datetime
 from pathlib import Path
-from typing import TYPE_CHECKING, Any, Optional
+from typing import Any, Callable, Optional
 from uuid import uuid4
 
+from opentelemetry import trace
+from opentelemetry.trace import SpanContext, SpanKind
+
+from strix.config import Config
 from strix.telemetry import posthog
+from strix.telemetry.flags import is_otel_enabled
+from strix.telemetry.utils import (
+    TelemetrySanitizer,
+    append_jsonl_record,
+    bootstrap_otel,
+    format_span_id,
+    format_trace_id,
+    get_events_write_lock,
+)
 
 
-if TYPE_CHECKING:
-    from collections.abc import Callable
+try:
+    from traceloop.sdk import Traceloop
+except ImportError:  # pragma: no cover - exercised when dependency is absent
+    Traceloop = None  # type: ignore[assignment,unused-ignore]
 
 
 logger = logging.getLogger(__name__)
 
 _global_tracer: Optional["Tracer"] = None
 
+_OTEL_BOOTSTRAP_LOCK = threading.Lock()
+_OTEL_BOOTSTRAPPED = False
+_OTEL_REMOTE_ENABLED = False
 
 def get_global_tracer() -> Optional["Tracer"]:
     return _global_tracer
@@ -52,16 +72,225 @@ class Tracer:
             "status": "running",
         }
         self._run_dir: Path | None = None
+        self._events_file_path: Path | None = None
         self._next_execution_id = 1
         self._next_message_id = 1
         self._saved_vuln_ids: set[str] = set()
+        self._run_completed_emitted = False
+        self._telemetry_enabled = is_otel_enabled()
+        self._sanitizer = TelemetrySanitizer()
+
+        self._otel_tracer: Any = None
+        self._remote_export_enabled = False
 
         self.caido_url: str | None = None
         self.vulnerability_found_callback: Callable[[dict[str, Any]], None] | None = None
 
+        self._setup_telemetry()
+        self._emit_run_started_event()
+
+    @property
+    def events_file_path(self) -> Path:
+        if self._events_file_path is None:
+            self._events_file_path = self.get_run_dir() / "events.jsonl"
+        return self._events_file_path
+
+    def _active_events_file_path(self) -> Path:
+        active = get_global_tracer()
+        if active and active._events_file_path is not None:
+            return active._events_file_path
+        return self.events_file_path
+
+    def _get_events_write_lock(self, output_path: Path | None = None) -> threading.Lock:
+        path = output_path or self.events_file_path
+        return get_events_write_lock(path)
+
+    def _active_run_metadata(self) -> dict[str, Any]:
+        active = get_global_tracer()
+        if active:
+            return active.run_metadata
+        return self.run_metadata
+
+    def _setup_telemetry(self) -> None:
+        global _OTEL_BOOTSTRAPPED, _OTEL_REMOTE_ENABLED
+
+        if not self._telemetry_enabled:
+            self._otel_tracer = None
+            self._remote_export_enabled = False
+            return
+
+        run_dir = self.get_run_dir()
+        self._events_file_path = run_dir / "events.jsonl"
+        base_url = (Config.get("traceloop_base_url") or "").strip()
+        api_key = (Config.get("traceloop_api_key") or "").strip()
+        headers_raw = Config.get("traceloop_headers") or ""
+
+        (
+            self._otel_tracer,
+            self._remote_export_enabled,
+            _OTEL_BOOTSTRAPPED,
+            _OTEL_REMOTE_ENABLED,
+        ) = bootstrap_otel(
+            bootstrapped=_OTEL_BOOTSTRAPPED,
+            remote_enabled_state=_OTEL_REMOTE_ENABLED,
+            bootstrap_lock=_OTEL_BOOTSTRAP_LOCK,
+            traceloop=Traceloop,
+            base_url=base_url,
+            api_key=api_key,
+            headers_raw=headers_raw,
+            output_path_getter=self._active_events_file_path,
+            run_metadata_getter=self._active_run_metadata,
+            sanitizer=self._sanitize_data,
+            write_lock_getter=self._get_events_write_lock,
+            tracer_name="strix.telemetry.tracer",
+        )
+
+    def _set_association_properties(self, properties: dict[str, Any]) -> None:
+        if Traceloop is None:
+            return
+        sanitized = self._sanitize_data(properties)
+        try:
+            Traceloop.set_association_properties(sanitized)
+        except Exception:  # noqa: BLE001
+            logger.debug("Failed to set Traceloop association properties")
+
+    def _sanitize_data(self, data: Any, key_hint: str | None = None) -> Any:
+        return self._sanitizer.sanitize(data, key_hint=key_hint)
+
+    def _append_event_record(self, record: dict[str, Any]) -> None:
+        try:
+            append_jsonl_record(self.events_file_path, record)
+        except OSError:
+            logger.exception("Failed to append JSONL event record")
+
+    def _enrich_actor(self, actor: dict[str, Any] | None) -> dict[str, Any] | None:
+        if not actor:
+            return None
+
+        enriched = dict(actor)
+        if "agent_name" in enriched:
+            return enriched
+
+        agent_id = enriched.get("agent_id")
+        if not isinstance(agent_id, str):
+            return enriched
+
+        agent_data = self.agents.get(agent_id, {})
+        agent_name = agent_data.get("name")
+        if isinstance(agent_name, str) and agent_name:
+            enriched["agent_name"] = agent_name
+
+        return enriched
+
+    def _emit_event(
+        self,
+        event_type: str,
+        actor: dict[str, Any] | None = None,
+        payload: Any | None = None,
+        status: str | None = None,
+        error: Any | None = None,
+        source: str = "strix.tracer",
+        include_run_metadata: bool = False,
+    ) -> None:
+        if not self._telemetry_enabled:
+            return
+
+        enriched_actor = self._enrich_actor(actor)
+        sanitized_actor = self._sanitize_data(enriched_actor) if enriched_actor else None
+        sanitized_payload = self._sanitize_data(payload) if payload is not None else None
+        sanitized_error = self._sanitize_data(error) if error is not None else None
+
+        trace_id: str | None = None
+        span_id: str | None = None
+        parent_span_id: str | None = None
+
+        current_context = trace.get_current_span().get_span_context()
+        if isinstance(current_context, SpanContext) and current_context.is_valid:
+            parent_span_id = format_span_id(current_context.span_id)
+
+        if self._otel_tracer is not None:
+            try:
+                with self._otel_tracer.start_as_current_span(
+                    f"strix.{event_type}",
+                    kind=SpanKind.INTERNAL,
+                ) as span:
+                    span_context = span.get_span_context()
+                    trace_id = format_trace_id(span_context.trace_id)
+                    span_id = format_span_id(span_context.span_id)
+
+                    span.set_attribute("strix.event_type", event_type)
+                    span.set_attribute("strix.source", source)
+                    span.set_attribute("strix.run_id", self.run_id)
+                    span.set_attribute("strix.run_name", self.run_name or "")
+
+                    if status:
+                        span.set_attribute("strix.status", status)
+                    if sanitized_actor is not None:
+                        span.set_attribute(
+                            "strix.actor",
+                            json.dumps(sanitized_actor, ensure_ascii=False),
+                        )
+                    if sanitized_payload is not None:
+                        span.set_attribute(
+                            "strix.payload",
+                            json.dumps(sanitized_payload, ensure_ascii=False),
+                        )
+                    if sanitized_error is not None:
+                        span.set_attribute(
+                            "strix.error",
+                            json.dumps(sanitized_error, ensure_ascii=False),
+                        )
+            except Exception:  # noqa: BLE001
+                logger.debug("Failed to create OTEL span for event type '%s'", event_type)
+
+        if trace_id is None:
+            trace_id = format_trace_id(uuid4().int & ((1 << 128) - 1)) or uuid4().hex
+        if span_id is None:
+            span_id = format_span_id(uuid4().int & ((1 << 64) - 1)) or uuid4().hex[:16]
+
+        record = {
+            "timestamp": datetime.now(UTC).isoformat(),
+            "event_type": event_type,
+            "run_id": self.run_id,
+            "trace_id": trace_id,
+            "span_id": span_id,
+            "parent_span_id": parent_span_id,
+            "actor": sanitized_actor,
+            "payload": sanitized_payload,
+            "status": status,
+            "error": sanitized_error,
+            "source": source,
+        }
+        if include_run_metadata:
+            record["run_metadata"] = self._sanitize_data(self.run_metadata)
+        self._append_event_record(record)
+
     def set_run_name(self, run_name: str) -> None:
         self.run_name = run_name
         self.run_id = run_name
+        self.run_metadata["run_name"] = run_name
+        self.run_metadata["run_id"] = run_name
+        self._run_dir = None
+        self._events_file_path = None
+        self._run_completed_emitted = False
+        self._set_association_properties({"run_id": self.run_id, "run_name": self.run_name or ""})
+        self._emit_run_started_event()
+
+    def _emit_run_started_event(self) -> None:
+        if not self._telemetry_enabled:
+            return
+
+        self._emit_event(
+            "run.started",
+            payload={
+                "run_name": self.run_name,
+                "start_time": self.start_time,
+                "local_jsonl_path": str(self.events_file_path),
+                "remote_export_enabled": self._remote_export_enabled,
+            },
+            status="running",
+            include_run_metadata=True,
+        )
 
     def get_run_dir(self) -> Path:
         if self._run_dir is None:
@@ -134,6 +363,12 @@ class Tracer:
         self.vulnerability_reports.append(report)
         logger.info(f"Added vulnerability report: {report_id} - {title}")
         posthog.finding(severity)
+        self._emit_event(
+            "finding.created",
+            payload={"report": report},
+            status=report["severity"],
+            source="strix.findings",
+        )
 
         if self.vulnerability_found_callback:
             self.vulnerability_found_callback(report)
@@ -178,11 +413,24 @@ class Tracer:
 """
 
         logger.info("Updated scan final fields")
+        self._emit_event(
+            "finding.reviewed",
+            payload={
+                "scan_completed": True,
+                "vulnerability_count": len(self.vulnerability_reports),
+            },
+            status="completed",
+            source="strix.findings",
+        )
         self.save_run_data(mark_complete=True)
         posthog.end(self, exit_reason="finished_by_tool")
 
     def log_agent_creation(
-        self, agent_id: str, name: str, task: str, parent_id: str | None = None
+        self,
+        agent_id: str,
+        name: str,
+        task: str,
+        parent_id: str | None = None,
     ) -> None:
         agent_data: dict[str, Any] = {
             "id": agent_id,
@@ -196,6 +444,13 @@ class Tracer:
         }
 
         self.agents[agent_id] = agent_data
+        self._emit_event(
+            "agent.created",
+            actor={"agent_id": agent_id, "agent_name": name},
+            payload={"task": task, "parent_id": parent_id},
+            status="running",
+            source="strix.agents",
+        )
 
     def log_chat_message(
         self,
@@ -217,9 +472,21 @@ class Tracer:
         }
 
         self.chat_messages.append(message_data)
+        self._emit_event(
+            "chat.message",
+            actor={"agent_id": agent_id, "role": role},
+            payload={"message_id": message_id, "content": content, "metadata": metadata or {}},
+            status="logged",
+            source="strix.chat",
+        )
         return message_id
 
-    def log_tool_execution_start(self, agent_id: str, tool_name: str, args: dict[str, Any]) -> int:
+    def log_tool_execution_start(
+        self,
+        agent_id: str,
+        tool_name: str,
+        args: dict[str, Any],
+    ) -> int:
         execution_id = self._next_execution_id
         self._next_execution_id += 1
 
@@ -241,18 +508,67 @@ class Tracer:
         if agent_id in self.agents:
             self.agents[agent_id]["tool_executions"].append(execution_id)
 
+        self._emit_event(
+            "tool.execution.started",
+            actor={
+                "agent_id": agent_id,
+                "tool_name": tool_name,
+                "execution_id": execution_id,
+            },
+            payload={"args": args},
+            status="running",
+            source="strix.tools",
+        )
+
         return execution_id
 
     def update_tool_execution(
-        self, execution_id: int, status: str, result: Any | None = None
+        self,
+        execution_id: int,
+        status: str,
+        result: Any | None = None,
     ) -> None:
-        if execution_id in self.tool_executions:
-            self.tool_executions[execution_id]["status"] = status
-            self.tool_executions[execution_id]["result"] = result
-            self.tool_executions[execution_id]["completed_at"] = datetime.now(UTC).isoformat()
+        if execution_id not in self.tool_executions:
+            return
+
+        tool_data = self.tool_executions[execution_id]
+        tool_data["status"] = status
+        tool_data["result"] = result
+        tool_data["completed_at"] = datetime.now(UTC).isoformat()
+
+        tool_name = str(tool_data.get("tool_name", "unknown"))
+        agent_id = str(tool_data.get("agent_id", "unknown"))
+        error_payload = result if status in {"error", "failed"} else None
+
+        self._emit_event(
+            "tool.execution.updated",
+            actor={
+                "agent_id": agent_id,
+                "tool_name": tool_name,
+                "execution_id": execution_id,
+            },
+            payload={"result": result},
+            status=status,
+            error=error_payload,
+            source="strix.tools",
+        )
+
+        if tool_name == "create_vulnerability_report":
+            finding_status = "reviewed" if status == "completed" else "rejected"
+            self._emit_event(
+                "finding.reviewed",
+                actor={"agent_id": agent_id, "tool_name": tool_name},
+                payload={"execution_id": execution_id, "result": result},
+                status=finding_status,
+                error=error_payload,
+                source="strix.findings",
+            )
 
     def update_agent_status(
-        self, agent_id: str, status: str, error_message: str | None = None
+        self,
+        agent_id: str,
+        status: str,
+        error_message: str | None = None,
     ) -> None:
         if agent_id in self.agents:
             self.agents[agent_id]["status"] = status
@@ -260,6 +576,15 @@ class Tracer:
             if error_message:
                 self.agents[agent_id]["error_message"] = error_message
 
+        self._emit_event(
+            "agent.status.updated",
+            actor={"agent_id": agent_id},
+            payload={"error_message": error_message},
+            status=status,
+            error=error_message,
+            source="strix.agents",
+        )
+
     def set_scan_config(self, config: dict[str, Any]) -> None:
         self.scan_config = config
         self.run_metadata.update(
@@ -269,13 +594,29 @@ class Tracer:
                 "max_iterations": config.get("max_iterations", 200),
             }
         )
-        self.get_run_dir()
+        self._set_association_properties(
+            {
+                "run_id": self.run_id,
+                "run_name": self.run_name or "",
+                "targets": config.get("targets", []),
+                "max_iterations": config.get("max_iterations", 200),
+            }
+        )
+        self._emit_event(
+            "run.configured",
+            payload={"scan_config": config},
+            status="configured",
+            source="strix.run",
+        )
 
-    def save_run_data(self, mark_complete: bool = False) -> None:  # noqa: PLR0912, PLR0915
+    def save_run_data(self, mark_complete: bool = False) -> None:
         try:
             run_dir = self.get_run_dir()
             if mark_complete:
-                self.end_time = datetime.now(UTC).isoformat()
+                if self.end_time is None:
+                    self.end_time = datetime.now(UTC).isoformat()
+                self.run_metadata["end_time"] = self.end_time
+                self.run_metadata["status"] = "completed"
 
             if self.final_scan_result:
                 penetration_test_report_file = run_dir / "penetration_test_report.md"
@@ -286,7 +627,8 @@ class Tracer:
                     )
                     f.write(f"{self.final_scan_result}\n")
                 logger.info(
-                    f"Saved final penetration test report to: {penetration_test_report_file}"
+                    "Saved final penetration test report to: %s",
+                    penetration_test_report_file,
                 )
 
             if self.vulnerability_reports:
@@ -302,7 +644,10 @@ class Tracer:
                 severity_order = {"critical": 0, "high": 1, "medium": 2, "low": 3, "info": 4}
                 sorted_reports = sorted(
                     self.vulnerability_reports,
-                    key=lambda x: (severity_order.get(x["severity"], 5), x["timestamp"]),
+                    key=lambda report: (
+                        severity_order.get(report["severity"], 5),
+                        report["timestamp"],
+                    ),
                 )
 
                 for report in new_reports:
@@ -329,8 +674,8 @@ class Tracer:
                                 f.write(f"**{label}:** {value}\n")
 
                         f.write("\n## Description\n\n")
-                        desc = report.get("description") or "No description provided."
-                        f.write(f"{desc}\n\n")
+                        description = report.get("description") or "No description provided."
+                        f.write(f"{description}\n\n")
 
                         if report.get("impact"):
                             f.write("## Impact\n\n")
@@ -404,11 +749,25 @@ class Tracer:
 
                 if new_reports:
                     logger.info(
-                        f"Saved {len(new_reports)} new vulnerability report(s) to: {vuln_dir}"
+                        "Saved %d new vulnerability report(s) to: %s",
+                        len(new_reports),
+                        vuln_dir,
                     )
-                logger.info(f"Updated vulnerability index: {vuln_csv_file}")
+                logger.info("Updated vulnerability index: %s", vuln_csv_file)
 
-            logger.info(f"📊 Essential scan data saved to: {run_dir}")
+            logger.info("📊 Essential scan data saved to: %s", run_dir)
+            if mark_complete and not self._run_completed_emitted:
+                self._emit_event(
+                    "run.completed",
+                    payload={
+                        "duration_seconds": self._calculate_duration(),
+                        "vulnerability_count": len(self.vulnerability_reports),
+                    },
+                    status="completed",
+                    source="strix.run",
+                    include_run_metadata=True,
+                )
+                self._run_completed_emitted = True
 
         except (OSError, RuntimeError):
             logger.exception("Failed to save scan data")
diff --git a/strix/telemetry/utils.py b/strix/telemetry/utils.py
new file mode 100644
index 0000000..85e49f3
--- /dev/null
+++ b/strix/telemetry/utils.py
@@ -0,0 +1,413 @@
+import json
+import logging
+import re
+import threading
+from collections.abc import Callable, Sequence
+from datetime import UTC, datetime
+from pathlib import Path
+from typing import Any
+
+from opentelemetry import trace
+from opentelemetry.sdk.trace import ReadableSpan, TracerProvider
+from opentelemetry.sdk.trace.export import (
+    BatchSpanProcessor,
+    SimpleSpanProcessor,
+    SpanExporter,
+    SpanExportResult,
+)
+from scrubadub import Scrubber
+from scrubadub.detectors import RegexDetector
+from scrubadub.filth import Filth
+
+
+logger = logging.getLogger(__name__)
+
+_REDACTED = "[REDACTED]"
+_SCREENSHOT_OMITTED = "[SCREENSHOT_OMITTED]"
+_SCREENSHOT_KEY_PATTERN = re.compile(r"screenshot", re.IGNORECASE)
+_SENSITIVE_KEY_PATTERN = re.compile(
+    r"(api[_-]?key|token|secret|password|authorization|cookie|session|credential|private[_-]?key)",
+    re.IGNORECASE,
+)
+_SENSITIVE_TOKEN_PATTERN = re.compile(
+    r"(?i)\b("
+    r"bearer\s+[a-z0-9._-]+|"
+    r"sk-[a-z0-9_-]{8,}|"
+    r"gh[pousr]_[a-z0-9_-]{12,}|"
+    r"xox[baprs]-[a-z0-9-]{12,}"
+    r")\b"
+)
+_SCRUBADUB_PLACEHOLDER_PATTERN = re.compile(r"\{\{[^}]+\}\}")
+_EVENTS_FILE_LOCKS_LOCK = threading.Lock()
+_EVENTS_FILE_LOCKS: dict[str, threading.Lock] = {}
+_NOISY_OTEL_CONTENT_PREFIXES = (
+    "gen_ai.prompt.",
+    "gen_ai.completion.",
+    "llm.input_messages.",
+    "llm.output_messages.",
+)
+_NOISY_OTEL_EXACT_KEYS = {
+    "llm.input",
+    "llm.output",
+    "llm.prompt",
+    "llm.completion",
+}
+
+
+class _SecretFilth(Filth):  # type: ignore[misc]
+    type = "secret"
+
+
+class _SecretTokenDetector(RegexDetector):  # type: ignore[misc]
+    name = "strix_secret_token_detector"
+    filth_cls = _SecretFilth
+    regex = _SENSITIVE_TOKEN_PATTERN
+
+
+class TelemetrySanitizer:
+    def __init__(self) -> None:
+        self._scrubber = Scrubber(detector_list=[_SecretTokenDetector])
+
+    def sanitize(self, data: Any, key_hint: str | None = None) -> Any:  # noqa: PLR0911
+        if data is None:
+            return None
+
+        if isinstance(data, dict):
+            sanitized: dict[str, Any] = {}
+            for key, value in data.items():
+                key_str = str(key)
+                if _SCREENSHOT_KEY_PATTERN.search(key_str):
+                    sanitized[key_str] = _SCREENSHOT_OMITTED
+                elif _SENSITIVE_KEY_PATTERN.search(key_str):
+                    sanitized[key_str] = _REDACTED
+                else:
+                    sanitized[key_str] = self.sanitize(value, key_hint=key_str)
+            return sanitized
+
+        if isinstance(data, list):
+            return [self.sanitize(item, key_hint=key_hint) for item in data]
+
+        if isinstance(data, tuple):
+            return [self.sanitize(item, key_hint=key_hint) for item in data]
+
+        if isinstance(data, str):
+            if key_hint and _SENSITIVE_KEY_PATTERN.search(key_hint):
+                return _REDACTED
+
+            cleaned = self._scrubber.clean(data)
+            return _SCRUBADUB_PLACEHOLDER_PATTERN.sub(_REDACTED, cleaned)
+
+        if isinstance(data, int | float | bool):
+            return data
+
+        return str(data)
+
+
+def format_trace_id(trace_id: int | None) -> str | None:
+    if trace_id is None or trace_id == 0:
+        return None
+    return f"{trace_id:032x}"
+
+
+def format_span_id(span_id: int | None) -> str | None:
+    if span_id is None or span_id == 0:
+        return None
+    return f"{span_id:016x}"
+
+
+def iso_from_unix_ns(unix_ns: int | None) -> str | None:
+    if unix_ns is None:
+        return None
+    try:
+        return datetime.fromtimestamp(unix_ns / 1_000_000_000, tz=UTC).isoformat()
+    except (OSError, OverflowError, ValueError):
+        return None
+
+
+
+def get_events_write_lock(output_path: Path) -> threading.Lock:
+    path_key = str(output_path.resolve(strict=False))
+    with _EVENTS_FILE_LOCKS_LOCK:
+        lock = _EVENTS_FILE_LOCKS.get(path_key)
+        if lock is None:
+            lock = threading.Lock()
+            _EVENTS_FILE_LOCKS[path_key] = lock
+        return lock
+
+
+def reset_events_write_locks() -> None:
+    with _EVENTS_FILE_LOCKS_LOCK:
+        _EVENTS_FILE_LOCKS.clear()
+
+
+def append_jsonl_record(output_path: Path, record: dict[str, Any]) -> None:
+    output_path.parent.mkdir(parents=True, exist_ok=True)
+    with get_events_write_lock(output_path), output_path.open("a", encoding="utf-8") as f:
+        f.write(json.dumps(record, ensure_ascii=False) + "\n")
+
+
+def default_resource_attributes() -> dict[str, str]:
+    return {
+        "service.name": "strix-agent",
+        "service.namespace": "strix",
+    }
+
+
+def parse_traceloop_headers(raw_headers: str) -> dict[str, str]:
+    headers = raw_headers.strip()
+    if not headers:
+        return {}
+
+    if headers.startswith("{"):
+        try:
+            parsed = json.loads(headers)
+        except json.JSONDecodeError:
+            logger.warning("Invalid TRACELOOP_HEADERS JSON, ignoring custom headers")
+            return {}
+        if isinstance(parsed, dict):
+            return {str(key): str(value) for key, value in parsed.items() if value is not None}
+        logger.warning("TRACELOOP_HEADERS JSON must be an object, ignoring custom headers")
+        return {}
+
+    result: dict[str, str] = {}
+    for part in headers.split(","):
+        key, sep, value = part.partition("=")
+        if not sep:
+            continue
+        key = key.strip()
+        value = value.strip()
+        if key and value:
+            result[key] = value
+    return result
+
+
+def prune_otel_span_attributes(attributes: dict[str, Any]) -> dict[str, Any]:
+    """Drop high-volume LLM payload attributes to keep JSONL event files compact."""
+    filtered: dict[str, Any] = {}
+    filtered_count = 0
+
+    for key, value in attributes.items():
+        key_str = str(key)
+        if key_str in _NOISY_OTEL_EXACT_KEYS:
+            filtered_count += 1
+            continue
+
+        if key_str.endswith(".content") and key_str.startswith(_NOISY_OTEL_CONTENT_PREFIXES):
+            filtered_count += 1
+            continue
+
+        filtered[key_str] = value
+
+    if filtered_count:
+        filtered["strix.filtered_attributes_count"] = filtered_count
+
+    return filtered
+
+
+class JsonlSpanExporter(SpanExporter):  # type: ignore[misc]
+    """Append OTEL spans to JSONL for local run artifacts."""
+
+    def __init__(
+        self,
+        output_path_getter: Callable[[], Path],
+        run_metadata_getter: Callable[[], dict[str, Any]],
+        sanitizer: Callable[[Any], Any],
+        write_lock_getter: Callable[[Path], threading.Lock],
+    ):
+        self._output_path_getter = output_path_getter
+        self._run_metadata_getter = run_metadata_getter
+        self._sanitize = sanitizer
+        self._write_lock_getter = write_lock_getter
+
+    def export(self, spans: Sequence[ReadableSpan]) -> SpanExportResult:
+        records: list[dict[str, Any]] = []
+        for span in spans:
+            attributes = prune_otel_span_attributes(dict(span.attributes or {}))
+            if "strix.event_type" in attributes:
+                # Tracer events are written directly in Tracer._emit_event.
+                continue
+            records.append(self._span_to_record(span, attributes))
+
+        if not records:
+            return SpanExportResult.SUCCESS
+
+        try:
+            output_path = self._output_path_getter()
+            output_path.parent.mkdir(parents=True, exist_ok=True)
+            with self._write_lock_getter(output_path), output_path.open("a", encoding="utf-8") as f:
+                for record in records:
+                    f.write(json.dumps(record, ensure_ascii=False) + "\n")
+        except OSError:
+            logger.exception("Failed to write OTEL span records to JSONL")
+            return SpanExportResult.FAILURE
+
+        return SpanExportResult.SUCCESS
+
+    def shutdown(self) -> None:
+        return None
+
+    def force_flush(self, timeout_millis: int = 30_000) -> bool:  # noqa: ARG002
+        return True
+
+    def _span_to_record(
+        self,
+        span: ReadableSpan,
+        attributes: dict[str, Any],
+    ) -> dict[str, Any]:
+        span_context = span.get_span_context()
+        parent_context = span.parent
+
+        status = None
+        if span.status and span.status.status_code:
+            status = span.status.status_code.name.lower()
+
+        event_type = str(attributes.get("gen_ai.operation.name", span.name))
+        run_metadata = self._run_metadata_getter()
+        run_id_attr = (
+            attributes.get("strix.run_id")
+            or attributes.get("strix_run_id")
+            or run_metadata.get("run_id")
+            or span.resource.attributes.get("strix.run_id")
+        )
+
+        record: dict[str, Any] = {
+            "timestamp": iso_from_unix_ns(span.end_time) or datetime.now(UTC).isoformat(),
+            "event_type": event_type,
+            "run_id": str(run_id_attr or run_metadata.get("run_id") or ""),
+            "trace_id": format_trace_id(span_context.trace_id),
+            "span_id": format_span_id(span_context.span_id),
+            "parent_span_id": format_span_id(parent_context.span_id if parent_context else None),
+            "actor": None,
+            "payload": None,
+            "status": status,
+            "error": None,
+            "source": "otel.span",
+            "span_name": span.name,
+            "span_kind": span.kind.name.lower(),
+            "attributes": self._sanitize(attributes),
+        }
+
+        if span.events:
+            record["otel_events"] = self._sanitize(
+                [
+                    {
+                        "name": event.name,
+                        "timestamp": iso_from_unix_ns(event.timestamp),
+                        "attributes": dict(event.attributes or {}),
+                    }
+                    for event in span.events
+                ]
+            )
+
+        return record
+
+
+def bootstrap_otel(
+    *,
+    bootstrapped: bool,
+    remote_enabled_state: bool,
+    bootstrap_lock: threading.Lock,
+    traceloop: Any,
+    base_url: str,
+    api_key: str,
+    headers_raw: str,
+    output_path_getter: Callable[[], Path],
+    run_metadata_getter: Callable[[], dict[str, Any]],
+    sanitizer: Callable[[Any], Any],
+    write_lock_getter: Callable[[Path], threading.Lock],
+    tracer_name: str = "strix.telemetry.tracer",
+) -> tuple[Any, bool, bool, bool]:
+    with bootstrap_lock:
+        if bootstrapped:
+            return (
+                trace.get_tracer(tracer_name),
+                remote_enabled_state,
+                bootstrapped,
+                remote_enabled_state,
+            )
+
+        local_exporter = JsonlSpanExporter(
+            output_path_getter=output_path_getter,
+            run_metadata_getter=run_metadata_getter,
+            sanitizer=sanitizer,
+            write_lock_getter=write_lock_getter,
+        )
+        local_processor = SimpleSpanProcessor(local_exporter)
+
+        headers = parse_traceloop_headers(headers_raw)
+        remote_enabled = bool(base_url and api_key)
+        otlp_headers = headers
+        if remote_enabled:
+            otlp_headers = {"Authorization": f"Bearer {api_key}"}
+            otlp_headers.update(headers)
+
+        otel_init_ok = False
+        if traceloop:
+            try:
+                from traceloop.sdk.instruments import Instruments
+
+                init_kwargs: dict[str, Any] = {
+                    "app_name": "strix-agent",
+                    "processor": local_processor,
+                    "telemetry_enabled": False,
+                    "resource_attributes": default_resource_attributes(),
+                    "block_instruments": {
+                        Instruments.URLLIB3,
+                        Instruments.REQUESTS,
+                    },
+                }
+                if remote_enabled:
+                    init_kwargs.update(
+                        {
+                            "api_endpoint": base_url,
+                            "api_key": api_key,
+                            "headers": headers,
+                        }
+                    )
+                import io
+                import sys
+
+                _stdout = sys.stdout
+                sys.stdout = io.StringIO()
+                try:
+                    traceloop.init(**init_kwargs)
+                finally:
+                    sys.stdout = _stdout
+                otel_init_ok = True
+            except Exception:
+                logger.exception("Failed to initialize Traceloop/OpenLLMetry")
+                remote_enabled = False
+
+        if not otel_init_ok:
+            from opentelemetry.sdk.resources import Resource
+
+            provider = TracerProvider(resource=Resource.create(default_resource_attributes()))
+            provider.add_span_processor(local_processor)
+            if remote_enabled:
+                try:
+                    from opentelemetry.exporter.otlp.proto.http.trace_exporter import (
+                        OTLPSpanExporter,
+                    )
+
+                    endpoint = base_url.rstrip("/") + "/v1/traces"
+                    provider.add_span_processor(
+                        BatchSpanProcessor(
+                            OTLPSpanExporter(endpoint=endpoint, headers=otlp_headers)
+                        )
+                    )
+                except Exception:
+                    logger.exception("Failed to configure OTLP HTTP exporter")
+                    remote_enabled = False
+
+            try:
+                trace.set_tracer_provider(provider)
+                otel_init_ok = True
+            except Exception:
+                logger.exception("Failed to set OpenTelemetry tracer provider")
+                remote_enabled = False
+
+        otel_tracer = trace.get_tracer(tracer_name)
+        if otel_init_ok:
+            return otel_tracer, remote_enabled, True, remote_enabled
+
+        return otel_tracer, remote_enabled, bootstrapped, remote_enabled_state
diff --git a/tests/config/__init__.py b/tests/config/__init__.py
new file mode 100644
index 0000000..2edfe31
--- /dev/null
+++ b/tests/config/__init__.py
@@ -0,0 +1 @@
+"""Tests for strix.config module."""
diff --git a/tests/config/test_config_telemetry.py b/tests/config/test_config_telemetry.py
new file mode 100644
index 0000000..89af42f
--- /dev/null
+++ b/tests/config/test_config_telemetry.py
@@ -0,0 +1,55 @@
+import json
+
+from strix.config.config import Config
+
+
+def test_traceloop_vars_are_tracked() -> None:
+    tracked = Config.tracked_vars()
+
+    assert "STRIX_OTEL_TELEMETRY" in tracked
+    assert "STRIX_POSTHOG_TELEMETRY" in tracked
+    assert "TRACELOOP_BASE_URL" in tracked
+    assert "TRACELOOP_API_KEY" in tracked
+    assert "TRACELOOP_HEADERS" in tracked
+
+
+def test_apply_saved_uses_saved_traceloop_vars(monkeypatch, tmp_path) -> None:
+    config_path = tmp_path / "cli-config.json"
+    config_path.write_text(
+        json.dumps(
+            {
+                "env": {
+                    "TRACELOOP_BASE_URL": "https://otel.example.com",
+                    "TRACELOOP_API_KEY": "api-key",
+                    "TRACELOOP_HEADERS": "x-test=value",
+                }
+            }
+        ),
+        encoding="utf-8",
+    )
+
+    monkeypatch.setattr(Config, "_config_file_override", config_path)
+    monkeypatch.delenv("TRACELOOP_BASE_URL", raising=False)
+    monkeypatch.delenv("TRACELOOP_API_KEY", raising=False)
+    monkeypatch.delenv("TRACELOOP_HEADERS", raising=False)
+
+    applied = Config.apply_saved()
+
+    assert applied["TRACELOOP_BASE_URL"] == "https://otel.example.com"
+    assert applied["TRACELOOP_API_KEY"] == "api-key"
+    assert applied["TRACELOOP_HEADERS"] == "x-test=value"
+
+
+def test_apply_saved_respects_existing_env_traceloop_vars(monkeypatch, tmp_path) -> None:
+    config_path = tmp_path / "cli-config.json"
+    config_path.write_text(
+        json.dumps({"env": {"TRACELOOP_BASE_URL": "https://otel.example.com"}}),
+        encoding="utf-8",
+    )
+
+    monkeypatch.setattr(Config, "_config_file_override", config_path)
+    monkeypatch.setenv("TRACELOOP_BASE_URL", "https://env.example.com")
+
+    applied = Config.apply_saved(force=False)
+
+    assert "TRACELOOP_BASE_URL" not in applied
diff --git a/tests/llm/test_llm_otel.py b/tests/llm/test_llm_otel.py
new file mode 100644
index 0000000..58ee89e
--- /dev/null
+++ b/tests/llm/test_llm_otel.py
@@ -0,0 +1,15 @@
+import litellm
+
+from strix.llm.config import LLMConfig
+from strix.llm.llm import LLM
+
+
+def test_llm_does_not_modify_litellm_callbacks(monkeypatch) -> None:
+    monkeypatch.setenv("STRIX_TELEMETRY", "1")
+    monkeypatch.setenv("STRIX_OTEL_TELEMETRY", "1")
+    monkeypatch.setattr(litellm, "callbacks", ["custom-callback"])
+
+    llm = LLM(LLMConfig(model_name="openai/gpt-5"), agent_name=None)
+
+    assert llm is not None
+    assert litellm.callbacks == ["custom-callback"]
diff --git a/tests/telemetry/test_flags.py b/tests/telemetry/test_flags.py
new file mode 100644
index 0000000..a7f8e43
--- /dev/null
+++ b/tests/telemetry/test_flags.py
@@ -0,0 +1,28 @@
+from strix.telemetry.flags import is_otel_enabled, is_posthog_enabled
+
+
+def test_flags_fallback_to_strix_telemetry(monkeypatch) -> None:
+    monkeypatch.delenv("STRIX_OTEL_TELEMETRY", raising=False)
+    monkeypatch.delenv("STRIX_POSTHOG_TELEMETRY", raising=False)
+    monkeypatch.setenv("STRIX_TELEMETRY", "0")
+
+    assert is_otel_enabled() is False
+    assert is_posthog_enabled() is False
+
+
+def test_otel_flag_overrides_global_telemetry(monkeypatch) -> None:
+    monkeypatch.setenv("STRIX_TELEMETRY", "0")
+    monkeypatch.setenv("STRIX_OTEL_TELEMETRY", "1")
+    monkeypatch.delenv("STRIX_POSTHOG_TELEMETRY", raising=False)
+
+    assert is_otel_enabled() is True
+    assert is_posthog_enabled() is False
+
+
+def test_posthog_flag_overrides_global_telemetry(monkeypatch) -> None:
+    monkeypatch.setenv("STRIX_TELEMETRY", "0")
+    monkeypatch.setenv("STRIX_POSTHOG_TELEMETRY", "1")
+    monkeypatch.delenv("STRIX_OTEL_TELEMETRY", raising=False)
+
+    assert is_otel_enabled() is False
+    assert is_posthog_enabled() is True
diff --git a/tests/telemetry/test_tracer.py b/tests/telemetry/test_tracer.py
new file mode 100644
index 0000000..10f887e
--- /dev/null
+++ b/tests/telemetry/test_tracer.py
@@ -0,0 +1,379 @@
+import json
+import sys
+import types
+from pathlib import Path
+from typing import Any, ClassVar
+
+import pytest
+from opentelemetry.sdk.trace.export import SimpleSpanProcessor, SpanExportResult
+
+from strix.telemetry import tracer as tracer_module
+from strix.telemetry import utils as telemetry_utils
+from strix.telemetry.tracer import Tracer, set_global_tracer
+
+
+def _load_events(events_path: Path) -> list[dict[str, Any]]:
+    lines = events_path.read_text(encoding="utf-8").splitlines()
+    return [json.loads(line) for line in lines if line]
+
+
+@pytest.fixture(autouse=True)
+def _reset_tracer_globals(monkeypatch) -> None:
+    monkeypatch.setattr(tracer_module, "_global_tracer", None)
+    monkeypatch.setattr(tracer_module, "_OTEL_BOOTSTRAPPED", False)
+    monkeypatch.setattr(tracer_module, "_OTEL_REMOTE_ENABLED", False)
+    telemetry_utils.reset_events_write_locks()
+    monkeypatch.delenv("STRIX_TELEMETRY", raising=False)
+    monkeypatch.delenv("STRIX_OTEL_TELEMETRY", raising=False)
+    monkeypatch.delenv("STRIX_POSTHOG_TELEMETRY", raising=False)
+    monkeypatch.delenv("TRACELOOP_BASE_URL", raising=False)
+    monkeypatch.delenv("TRACELOOP_API_KEY", raising=False)
+    monkeypatch.delenv("TRACELOOP_HEADERS", raising=False)
+
+
+def test_tracer_local_mode_writes_jsonl_with_correlation(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+
+    tracer = Tracer("local-observability")
+    set_global_tracer(tracer)
+    tracer.set_scan_config({"targets": ["https://example.com"], "user_instructions": "focus auth"})
+    tracer.log_agent_creation("agent-1", "Root Agent", "scan auth")
+    tracer.log_chat_message("starting scan", "user", "agent-1")
+    execution_id = tracer.log_tool_execution_start(
+        "agent-1",
+        "send_request",
+        {"url": "https://example.com/login"},
+    )
+    tracer.update_tool_execution(execution_id, "completed", {"status_code": 200, "body": "ok"})
+
+    events_path = tmp_path / "strix_runs" / "local-observability" / "events.jsonl"
+    assert events_path.exists()
+
+    events = _load_events(events_path)
+    assert any(event["event_type"] == "tool.execution.updated" for event in events)
+    assert not any(event["event_type"] == "traffic.intercepted" for event in events)
+
+    for event in events:
+        assert event["run_id"] == "local-observability"
+        assert event["trace_id"]
+        assert event["span_id"]
+
+
+def test_tracer_redacts_sensitive_payloads(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+
+    tracer = Tracer("redaction-run")
+    set_global_tracer(tracer)
+    execution_id = tracer.log_tool_execution_start(
+        "agent-1",
+        "send_request",
+        {
+            "url": "https://example.com",
+            "api_key": "sk-secret-token-value",
+            "authorization": "Bearer super-secret-token",
+        },
+    )
+    tracer.update_tool_execution(
+        execution_id,
+        "error",
+        {"error": "request failed with token sk-secret-token-value"},
+    )
+
+    events_path = tmp_path / "strix_runs" / "redaction-run" / "events.jsonl"
+    events = _load_events(events_path)
+    serialized = json.dumps(events)
+
+    assert "sk-secret-token-value" not in serialized
+    assert "super-secret-token" not in serialized
+    assert "[REDACTED]" in serialized
+
+
+def test_tracer_remote_mode_configures_traceloop_export(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+
+    class FakeTraceloop:
+        init_calls: ClassVar[list[dict[str, Any]]] = []
+
+        @staticmethod
+        def init(**kwargs: Any) -> None:
+            FakeTraceloop.init_calls.append(kwargs)
+
+        @staticmethod
+        def set_association_properties(properties: dict[str, Any]) -> None:  # noqa: ARG004
+            return None
+
+    monkeypatch.setattr(tracer_module, "Traceloop", FakeTraceloop)
+    monkeypatch.setenv("TRACELOOP_BASE_URL", "https://otel.example.com")
+    monkeypatch.setenv("TRACELOOP_API_KEY", "test-api-key")
+    monkeypatch.setenv("TRACELOOP_HEADERS", '{"x-custom":"header"}')
+
+    tracer = Tracer("remote-observability")
+    set_global_tracer(tracer)
+    tracer.log_chat_message("hello", "user", "agent-1")
+
+    assert tracer._remote_export_enabled is True
+    assert FakeTraceloop.init_calls
+    init_kwargs = FakeTraceloop.init_calls[-1]
+    assert init_kwargs["api_endpoint"] == "https://otel.example.com"
+    assert init_kwargs["api_key"] == "test-api-key"
+    assert init_kwargs["headers"] == {"x-custom": "header"}
+    assert isinstance(init_kwargs["processor"], SimpleSpanProcessor)
+    assert "strix.run_id" not in init_kwargs["resource_attributes"]
+    assert "strix.run_name" not in init_kwargs["resource_attributes"]
+
+    events_path = tmp_path / "strix_runs" / "remote-observability" / "events.jsonl"
+    events = _load_events(events_path)
+    run_started = next(event for event in events if event["event_type"] == "run.started")
+    assert run_started["payload"]["remote_export_enabled"] is True
+
+
+def test_tracer_local_mode_avoids_traceloop_remote_endpoint(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+
+    class FakeTraceloop:
+        init_calls: ClassVar[list[dict[str, Any]]] = []
+
+        @staticmethod
+        def init(**kwargs: Any) -> None:
+            FakeTraceloop.init_calls.append(kwargs)
+
+        @staticmethod
+        def set_association_properties(properties: dict[str, Any]) -> None:  # noqa: ARG004
+            return None
+
+    monkeypatch.setattr(tracer_module, "Traceloop", FakeTraceloop)
+
+    tracer = Tracer("local-traceloop")
+    set_global_tracer(tracer)
+    tracer.log_chat_message("hello", "user", "agent-1")
+
+    assert FakeTraceloop.init_calls
+    init_kwargs = FakeTraceloop.init_calls[-1]
+    assert "api_endpoint" not in init_kwargs
+    assert "api_key" not in init_kwargs
+    assert "headers" not in init_kwargs
+    assert isinstance(init_kwargs["processor"], SimpleSpanProcessor)
+    assert tracer._remote_export_enabled is False
+
+
+def test_otlp_fallback_includes_auth_and_custom_headers(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+    monkeypatch.setattr(tracer_module, "Traceloop", None)
+    monkeypatch.setenv("TRACELOOP_BASE_URL", "https://otel.example.com")
+    monkeypatch.setenv("TRACELOOP_API_KEY", "test-api-key")
+    monkeypatch.setenv("TRACELOOP_HEADERS", '{"x-custom":"header"}')
+
+    captured: dict[str, Any] = {}
+
+    class FakeOTLPSpanExporter:
+        def __init__(self, endpoint: str, headers: dict[str, str] | None = None, **kwargs: Any):
+            captured["endpoint"] = endpoint
+            captured["headers"] = headers or {}
+            captured["kwargs"] = kwargs
+
+        def export(self, spans: Any) -> SpanExportResult:  # noqa: ARG002
+            return SpanExportResult.SUCCESS
+
+        def shutdown(self) -> None:
+            return None
+
+        def force_flush(self, timeout_millis: int = 30_000) -> bool:  # noqa: ARG002
+            return True
+
+    fake_module = types.ModuleType("opentelemetry.exporter.otlp.proto.http.trace_exporter")
+    fake_module.OTLPSpanExporter = FakeOTLPSpanExporter
+    monkeypatch.setitem(
+        sys.modules,
+        "opentelemetry.exporter.otlp.proto.http.trace_exporter",
+        fake_module,
+    )
+
+    tracer = Tracer("otlp-fallback")
+    set_global_tracer(tracer)
+
+    assert tracer._remote_export_enabled is True
+    assert captured["endpoint"] == "https://otel.example.com/v1/traces"
+    assert captured["headers"]["Authorization"] == "Bearer test-api-key"
+    assert captured["headers"]["x-custom"] == "header"
+
+
+def test_traceloop_init_failure_does_not_mark_bootstrapped_on_provider_failure(
+    monkeypatch, tmp_path
+) -> None:
+    monkeypatch.chdir(tmp_path)
+
+    class FakeTraceloop:
+        @staticmethod
+        def init(**kwargs: Any) -> None:  # noqa: ARG004
+            raise RuntimeError("traceloop init failed")
+
+        @staticmethod
+        def set_association_properties(properties: dict[str, Any]) -> None:  # noqa: ARG004
+            return None
+
+    monkeypatch.setattr(tracer_module, "Traceloop", FakeTraceloop)
+
+    def _raise_provider_error(provider: Any) -> None:
+        raise RuntimeError("provider setup failed")
+
+    monkeypatch.setattr(tracer_module.trace, "set_tracer_provider", _raise_provider_error)
+
+    tracer = Tracer("bootstrap-failure")
+    set_global_tracer(tracer)
+
+    assert tracer_module._OTEL_BOOTSTRAPPED is False
+    assert tracer._remote_export_enabled is False
+
+
+def test_run_completed_event_emitted_once(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+
+    tracer = Tracer("single-complete")
+    set_global_tracer(tracer)
+    tracer.save_run_data(mark_complete=True)
+    tracer.save_run_data(mark_complete=True)
+
+    events_path = tmp_path / "strix_runs" / "single-complete" / "events.jsonl"
+    events = _load_events(events_path)
+    run_completed = [event for event in events if event["event_type"] == "run.completed"]
+    assert len(run_completed) == 1
+
+
+def test_events_with_agent_id_include_agent_name(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+
+    tracer = Tracer("agent-name-enrichment")
+    set_global_tracer(tracer)
+    tracer.log_agent_creation("agent-1", "Root Agent", "scan auth")
+    tracer.log_chat_message("hello", "assistant", "agent-1")
+
+    events_path = tmp_path / "strix_runs" / "agent-name-enrichment" / "events.jsonl"
+    events = _load_events(events_path)
+    chat_event = next(event for event in events if event["event_type"] == "chat.message")
+
+    assert chat_event["actor"]["agent_id"] == "agent-1"
+    assert chat_event["actor"]["agent_name"] == "Root Agent"
+
+
+def test_run_metadata_is_only_on_run_lifecycle_events(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+
+    tracer = Tracer("metadata-scope")
+    set_global_tracer(tracer)
+    tracer.log_chat_message("hello", "assistant", "agent-1")
+    tracer.save_run_data(mark_complete=True)
+
+    events_path = tmp_path / "strix_runs" / "metadata-scope" / "events.jsonl"
+    events = _load_events(events_path)
+
+    run_started = next(event for event in events if event["event_type"] == "run.started")
+    run_completed = next(event for event in events if event["event_type"] == "run.completed")
+    chat_event = next(event for event in events if event["event_type"] == "chat.message")
+
+    assert "run_metadata" in run_started
+    assert "run_metadata" in run_completed
+    assert "run_metadata" not in chat_event
+
+
+def test_set_run_name_resets_cached_paths(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+
+    tracer = Tracer()
+    set_global_tracer(tracer)
+    old_events_path = tracer.events_file_path
+
+    tracer.set_run_name("renamed-run")
+    tracer.log_chat_message("hello", "assistant", "agent-1")
+
+    new_events_path = tracer.events_file_path
+    assert new_events_path != old_events_path
+    assert new_events_path == tmp_path / "strix_runs" / "renamed-run" / "events.jsonl"
+
+    events = _load_events(new_events_path)
+    assert any(event["event_type"] == "run.started" for event in events)
+    assert any(event["event_type"] == "chat.message" for event in events)
+
+
+def test_set_run_name_resets_run_completed_flag(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+
+    tracer = Tracer()
+    set_global_tracer(tracer)
+
+    tracer.save_run_data(mark_complete=True)
+    tracer.set_run_name("renamed-complete")
+    tracer.save_run_data(mark_complete=True)
+
+    events_path = tmp_path / "strix_runs" / "renamed-complete" / "events.jsonl"
+    events = _load_events(events_path)
+    run_completed = [event for event in events if event["event_type"] == "run.completed"]
+
+    assert any(event["event_type"] == "run.started" for event in events)
+    assert len(run_completed) == 1
+
+
+def test_set_run_name_updates_traceloop_association_properties(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+
+    class FakeTraceloop:
+        associations: ClassVar[list[dict[str, Any]]] = []
+
+        @staticmethod
+        def init(**kwargs: Any) -> None:  # noqa: ARG004
+            return None
+
+        @staticmethod
+        def set_association_properties(properties: dict[str, Any]) -> None:
+            FakeTraceloop.associations.append(properties)
+
+    monkeypatch.setattr(tracer_module, "Traceloop", FakeTraceloop)
+
+    tracer = Tracer()
+    set_global_tracer(tracer)
+    tracer.set_run_name("renamed-run")
+
+    assert FakeTraceloop.associations
+    assert FakeTraceloop.associations[-1]["run_id"] == "renamed-run"
+    assert FakeTraceloop.associations[-1]["run_name"] == "renamed-run"
+
+
+def test_events_write_locks_are_scoped_by_events_file(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+    monkeypatch.setenv("STRIX_TELEMETRY", "0")
+
+    tracer_one = Tracer("lock-run-a")
+    tracer_two = Tracer("lock-run-b")
+
+    lock_a_from_one = tracer_one._get_events_write_lock(tracer_one.events_file_path)
+    lock_a_from_two = tracer_two._get_events_write_lock(tracer_one.events_file_path)
+    lock_b = tracer_two._get_events_write_lock(tracer_two.events_file_path)
+
+    assert lock_a_from_one is lock_a_from_two
+    assert lock_a_from_one is not lock_b
+
+
+def test_tracer_skips_jsonl_when_telemetry_disabled(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+    monkeypatch.setenv("STRIX_TELEMETRY", "0")
+
+    tracer = Tracer("telemetry-disabled")
+    set_global_tracer(tracer)
+    tracer.log_chat_message("hello", "assistant", "agent-1")
+    tracer.save_run_data(mark_complete=True)
+
+    events_path = tmp_path / "strix_runs" / "telemetry-disabled" / "events.jsonl"
+    assert not events_path.exists()
+
+
+def test_tracer_otel_flag_overrides_global_telemetry(monkeypatch, tmp_path) -> None:
+    monkeypatch.chdir(tmp_path)
+    monkeypatch.setenv("STRIX_TELEMETRY", "0")
+    monkeypatch.setenv("STRIX_OTEL_TELEMETRY", "1")
+
+    tracer = Tracer("otel-enabled")
+    set_global_tracer(tracer)
+    tracer.log_chat_message("hello", "assistant", "agent-1")
+    tracer.save_run_data(mark_complete=True)
+
+    events_path = tmp_path / "strix_runs" / "otel-enabled" / "events.jsonl"
+    assert events_path.exists()
diff --git a/tests/telemetry/test_utils.py b/tests/telemetry/test_utils.py
new file mode 100644
index 0000000..3e039ac
--- /dev/null
+++ b/tests/telemetry/test_utils.py
@@ -0,0 +1,39 @@
+from strix.telemetry.utils import prune_otel_span_attributes
+
+
+def test_prune_otel_span_attributes_drops_high_volume_prompt_content() -> None:
+    attributes = {
+        "gen_ai.operation.name": "openai.chat",
+        "gen_ai.request.model": "gpt-5.2",
+        "gen_ai.prompt.0.role": "system",
+        "gen_ai.prompt.0.content": "a" * 20_000,
+        "gen_ai.completion.0.content": "b" * 10_000,
+        "llm.input_messages.0.content": "c" * 5_000,
+        "llm.output_messages.0.content": "d" * 5_000,
+        "llm.input": "x" * 3_000,
+        "llm.output": "y" * 3_000,
+    }
+
+    pruned = prune_otel_span_attributes(attributes)
+
+    assert "gen_ai.prompt.0.content" not in pruned
+    assert "gen_ai.completion.0.content" not in pruned
+    assert "llm.input_messages.0.content" not in pruned
+    assert "llm.output_messages.0.content" not in pruned
+    assert "llm.input" not in pruned
+    assert "llm.output" not in pruned
+    assert pruned["gen_ai.operation.name"] == "openai.chat"
+    assert pruned["gen_ai.prompt.0.role"] == "system"
+    assert pruned["strix.filtered_attributes_count"] == 6
+
+
+def test_prune_otel_span_attributes_keeps_metadata_when_nothing_is_dropped() -> None:
+    attributes = {
+        "gen_ai.operation.name": "openai.chat",
+        "gen_ai.request.model": "gpt-5.2",
+        "gen_ai.prompt.0.role": "user",
+    }
+
+    pruned = prune_otel_span_attributes(attributes)
+
+    assert pruned == attributes