diff --git a/README.md b/README.md
index 98ab62d3c..787df6525 100644
--- a/README.md
+++ b/README.md
@@ -11,6 +11,8 @@ Fiberplane Studio is a local tool for building and debugging Hono APIs. It can m
 
 ## Quick Start
 
+For FastAPI/Python developers, we've got an experimental library in the [fpxpy](./fpxpy) folder.
+
 Create Hono project
 
 ```sh
@@ -51,6 +53,7 @@ Visit `http://localhost:8788` to make requests to your api, and see your logs an
 
 Studio is designed to be used in conjunction with the [`@fiberplane/hono-otel` client library](https://www.npmjs.com/package/@fiberplane/hono-otel). You can read more about what it does in [that project's README](./packages/client-library-otel/README.md).
 
+
 ## Contributing
 
 See [`DEVELOPMENT.md`](./DEVELOPMENT.md) for more details on how to run the Studio locally. Please get in touch via GitHub issues, or on the [Fiberplane Discord](https://discord.com/invite/cqdY6SpfVR), if you have any feedback or suggestions!
diff --git a/Tiltfile b/Tiltfile
deleted file mode 100644
index 306fc0427..000000000
--- a/Tiltfile
+++ /dev/null
@@ -1,60 +0,0 @@
-# Automagically install & update npm dependencies when package.json changes
-local_resource(
-    "node_modules",
-    labels=["api", "frontend"],
-    deps=["package.json", "api/package.json", "frontend/package.json"],
-    dir=".",
-    cmd="npm install",
-)
-
-# Ensure the api/dist directory exists
-local_resource(
-    "api-dist",
-    labels=["api"],
-    cmd="mkdir api/dist || true",
-)
-
-# Build & serve the frontend
-local_resource(
-    "frontend-build",
-    labels=["frontend"],
-    cmd="npm run clean:frontend && npm run build:frontend",
-    deps=["frontend/src"],
-    resource_deps=["node_modules", "api-dist"],
-)
-
-local_resource(
-    "frontend-serve",
-    labels=["frontend"],
-    deps=["studio/src"],
-    resource_deps=["node_modules", "api-dist"],
-    serve_cmd="npm run dev",
-    serve_dir="studio",
-    trigger_mode=TRIGGER_MODE_MANUAL,
-)
-
-# Generate & migrate the database
-local_resource(
-    "db-generate",
-    labels=["api"],
-    dir="api",
-    cmd="npm run db:generate",
-    deps=["api/drizzle.config.ts"],
-)
-
-local_resource(
-    "db-migrate",
-    labels=["api"],
-    dir="api",
-    cmd="npm run db:migrate",
-    deps=["api/migrate.ts"],
-)
-
-# Build & serve the api
-local_resource(
-    "api",
-    labels=["api"],
-    resource_deps=["node_modules", "db-generate", "db-migrate"],
-    serve_cmd="npm run dev",
-    serve_dir="api",
-)
diff --git a/api/bin/cli.js b/api/bin/cli.js
index 2e8fd0b69..a47cc8ecd 100755
--- a/api/bin/cli.js
+++ b/api/bin/cli.js
@@ -43,6 +43,7 @@ const CONFIG_FILE_NAME = "fpx.v0.config.json";
 // Paths to relevant project directories and files
 const WRANGLER_TOML_PATH = findInParentDirs("wrangler.toml");
 const PACKAGE_JSON_PATH = findInParentDirs("package.json");
+const PYPROJECT_TOML_PATH = findInParentDirs("pyproject.toml");
 // NOTE - Deno projects might also not necessarily have a deno.json
 const DENO_CONFIG_PATH = findInParentDirs(["deno.json", "deno.jsonc"]);
 const PROJECT_ROOT_DIR = findProjectRoot() ?? process.cwd();
@@ -84,7 +85,10 @@ async function runWizard() {
   }
 
   const MIGHT_BE_CREATING =
-    IS_INITIALIZING_FPX && !WRANGLER_TOML && !PACKAGE_JSON;
+    IS_INITIALIZING_FPX &&
+    !WRANGLER_TOML &&
+    !PACKAGE_JSON &&
+    !PYPROJECT_TOML_PATH;
 
   logger.debug("MIGHT_BE_CREATING", MIGHT_BE_CREATING);
 
@@ -389,6 +393,7 @@ function findProjectRoot() {
     WRANGLER_TOML_PATH,
     PACKAGE_JSON_PATH,
     DENO_CONFIG_PATH,
+    PYPROJECT_TOML_PATH,
   ]);
   if (!projectRoot) {
     logger.debug("No project root detected");
diff --git a/api/package.json b/api/package.json
index 6c7e756d5..c08edfbaa 100644
--- a/api/package.json
+++ b/api/package.json
@@ -1,5 +1,5 @@
 {
-  "version": "0.13.0-canary.1",
+  "version": "0.13.0",
   "name": "@fiberplane/studio",
   "description": "Local development debugging interface for Hono apps",
   "author": "Fiberplane<info@fiberplane.com>",
diff --git a/api/src/lib/code-analysis.ts b/api/src/lib/code-analysis.ts
index e61ebc4d9..67a8d120d 100644
--- a/api/src/lib/code-analysis.ts
+++ b/api/src/lib/code-analysis.ts
@@ -26,7 +26,7 @@ export async function disableCodeAnalysis() {
 }
 
 // Getter function for RoutesResult, this is overwritten in setupCodeAnalysis
-let _resultGetter = async (): Promise<RoutesResult> => {
+let _resultGetter = async (): Promise<RoutesResult | undefined> => {
   return Promise.reject(new Error("Routes not yet parsed"));
 };
 
@@ -36,7 +36,7 @@ let _resultGetter = async (): Promise<RoutesResult> => {
  *       When we move into scenarios that require parallel analysis for routes, we will need to call `.clone` on the RouteResult
  *       to avoid race conditions on the returned object.
  */
-export const getResult = async (): Promise<RoutesResult> => {
+export const getResult = async (): Promise<RoutesResult | undefined> => {
   return _resultGetter();
 };
 
@@ -71,7 +71,12 @@ export function setupCodeAnalysis(monitor: RoutesMonitor) {
       return monitor.lastSuccessfulResult;
     }
 
-    throw new Error("Failed to get routes");
+    if (monitor.getFilesCount() > 0) {
+      logger.warn("Failed to get routes, but there are files to analyze");
+      throw new Error("Failed to get routes");
+    }
+
+    return undefined;
   };
 
   // Add a listener to start the analysis
diff --git a/api/src/lib/proxy-request/index.ts b/api/src/lib/proxy-request/index.ts
index 5f7554676..d0d12a488 100644
--- a/api/src/lib/proxy-request/index.ts
+++ b/api/src/lib/proxy-request/index.ts
@@ -33,6 +33,20 @@ export async function executeProxyRequest(
   }
 }
 
+export function removeUnsupportedHeaders(headers: Record<string, string>) {
+  const unsupportedHeaders = ["transfer-encoding"];
+  const validHeaders: Record<string, string> = {};
+  for (const headerName in headers) {
+    if (unsupportedHeaders.includes(headerName.toLowerCase())) {
+      logger.warn("Detected an unsupported header:", { headerName });
+    } else {
+      validHeaders[headerName] = headers[headerName];
+    }
+  }
+
+  return validHeaders;
+}
+
 function createProxyRequestFromNewAppRequest(
   requestDescription: NewAppRequest,
 ) {
@@ -40,9 +54,8 @@ function createProxyRequestFromNewAppRequest(
 
   let { requestHeaders } = requestDescription;
 
-  if (!requestHeaders) {
-    requestHeaders = {};
-  }
+  // Cleanup requestHeaders to remove unsupported headers
+  requestHeaders = removeUnsupportedHeaders(requestHeaders || {});
 
   let validBody: Required<RequestInit>["body"] | null = null;
   if (requestBody != null) {
diff --git a/api/src/routes/app-routes.ts b/api/src/routes/app-routes.ts
index 5e22362ea..de3823a1d 100644
--- a/api/src/routes/app-routes.ts
+++ b/api/src/routes/app-routes.ts
@@ -29,6 +29,7 @@ import {
   executeProxyRequest,
   handleFailedRequest,
   handleSuccessfulRequest,
+  removeUnsupportedHeaders,
 } from "../lib/proxy-request/index.js";
 import type { Bindings, Variables } from "../lib/types.js";
 import {
@@ -77,32 +78,37 @@ app.get("/v0/app-routes-file-tree", async (ctx) => {
     const result = await getResult();
 
     const routeEntries = [];
-    for (const currentRoute of routes) {
-      const url = new URL("http://localhost");
-      url.pathname = currentRoute.path ?? "";
-      const request = new Request(url, {
-        method: currentRoute.method ?? "",
-      });
-      result.resetHistory();
-      const response = await result.currentApp.fetch(request);
-      const responseText = await response.text();
-
-      if (responseText !== "Ok") {
-        logger.warn(
-          "Failed to fetch route for context expansion",
-          responseText,
-        );
-        continue;
-      }
 
-      const history = result.getHistory();
-      const routeEntryId = history[history.length - 1];
-      const routeEntry = result.getRouteEntryById(routeEntryId as RouteEntryId);
+    if (result) {
+      for (const currentRoute of routes) {
+        const url = new URL("http://localhost");
+        url.pathname = currentRoute.path ?? "";
+        const request = new Request(url, {
+          method: currentRoute.method ?? "",
+        });
+        result.resetHistory();
+        const response = await result.currentApp.fetch(request);
+        const responseText = await response.text();
+
+        if (responseText !== "Ok") {
+          logger.warn(
+            "Failed to fetch route for context expansion",
+            responseText,
+          );
+          continue;
+        }
 
-      routeEntries.push({
-        ...currentRoute,
-        fileName: routeEntry?.fileName,
-      });
+        const history = result.getHistory();
+        const routeEntryId = history[history.length - 1];
+        const routeEntry = result.getRouteEntryById(
+          routeEntryId as RouteEntryId,
+        );
+
+        routeEntries.push({
+          ...currentRoute,
+          fileName: routeEntry?.fileName,
+        });
+      }
     }
 
     const tree = buildRouteTree(
@@ -312,8 +318,9 @@ app.all(
     const requestUrlHeader = proxyToHeader;
 
     // NOTE - These are the headers that will be used in the request to the service
-    const requestHeaders: Record<string, string> =
-      constructProxiedRequestHeaders(ctx, headersJsonHeader ?? "", traceId);
+    const requestHeaders: Record<string, string> = removeUnsupportedHeaders(
+      constructProxiedRequestHeaders(ctx, headersJsonHeader ?? "", traceId),
+    );
 
     // Construct the url we want to proxy to, using the query params from the original request
     const requestQueryParams = {
@@ -326,7 +333,6 @@ app.all(
     logger.debug("Proxying request to:", requestUrl);
     logger.debug("Proxying request with headers:", requestHeaders);
 
-    // Create a new request object
     // Clone the incoming request, so we can make a proxy Request object
     const clonedReq = ctx.req.raw.clone();
     const proxiedReq = new Request(requestUrl, {
diff --git a/api/src/routes/inference/inference.ts b/api/src/routes/inference/inference.ts
index 1160df5a6..bf689ea15 100644
--- a/api/src/routes/inference/inference.ts
+++ b/api/src/routes/inference/inference.ts
@@ -50,6 +50,10 @@ app.post(
       provider !== "ollama"
         ? await getResult()
             .then(async (routesResult) => {
+              if (!routesResult) {
+                return [null, null];
+              }
+
               const url = new URL("http://localhost");
               url.pathname = path;
               const request = new Request(url, { method });
diff --git a/api/src/routes/traces.ts b/api/src/routes/traces.ts
index aeea548fa..e65a12e36 100644
--- a/api/src/routes/traces.ts
+++ b/api/src/routes/traces.ts
@@ -39,7 +39,6 @@ app.get("/v1/traces", async (ctx) => {
   });
 
   const traceMap = new Map<string, Array<(typeof spans)[0]>>();
-
   for (const span of spans) {
     const traceId = span.inner.trace_id;
     if (!traceId) {
@@ -137,7 +136,9 @@ app.post("/v1/traces", async (ctx) => {
     );
 
     try {
-      await db.insert(otelSpans).values(tracesPayload);
+      if (tracesPayload.length > 0) {
+        await db.insert(otelSpans).values(tracesPayload);
+      }
     } catch (error) {
       logger.error("Error inserting trace", error);
       return ctx.text("Error inserting trace", 500);
diff --git a/biome.jsonc b/biome.jsonc
index 8f6d51e01..e6665dc82 100644
--- a/biome.jsonc
+++ b/biome.jsonc
@@ -92,6 +92,9 @@
   ],
   "files": {
     "ignore": [
+      // Python related
+      ".venv",
+      ".mypy_cache",
       // API related
       "meta/*.json",
       // Honc code gen playground outputs
diff --git a/examples/python-fastapi/.gitignore b/examples/python-fastapi/.gitignore
new file mode 100644
index 000000000..bee8a64b7
--- /dev/null
+++ b/examples/python-fastapi/.gitignore
@@ -0,0 +1 @@
+__pycache__
diff --git a/examples/python-fastapi/.python-version b/examples/python-fastapi/.python-version
new file mode 100644
index 000000000..c8cfe3959
--- /dev/null
+++ b/examples/python-fastapi/.python-version
@@ -0,0 +1 @@
+3.10
diff --git a/examples/python-fastapi/README.md b/examples/python-fastapi/README.md
new file mode 100644
index 000000000..6f7734a5a
--- /dev/null
+++ b/examples/python-fastapi/README.md
@@ -0,0 +1,14 @@
+# python-fastapi example
+
+This project uses `uv`. To run:
+
+```
+$ uv sync --frozen
+$ FPX_ENDPOINT=http://localhost:8788/v1/traces uv run fastapi dev main.py
+```
+
+Of course you also need to run studio next to it, for that you need [`npx`](https://docs.npmjs.com/cli/v7/commands/npx) . So you can run:
+
+```
+npx @fiberplane/studio
+```
diff --git a/examples/python-fastapi/main.py b/examples/python-fastapi/main.py
new file mode 100644
index 000000000..c49afff17
--- /dev/null
+++ b/examples/python-fastapi/main.py
@@ -0,0 +1,55 @@
+from typing import Union
+import logging
+
+from time import sleep
+
+from fastapi import FastAPI
+from fpxpy import measure, setup
+
+
+app = FastAPI()
+setup(app)
+
+# Example logger
+logger = logging.getLogger(__name__)
+# Set the log level to log everything
+logger.setLevel(logging.DEBUG)
+
+
+@app.get("/")
+def read_root():
+    """
+    Example index that returns a JSON object
+    """
+    loop()
+    return {"Hello": "World"}
+
+
+@measure(name="loop")
+def loop(n: int = 10) -> None:
+    for i in range(n):
+        sleep(0.1)
+        # Log the loop number
+        # This will be captured by FPX
+        # Unfortunately this will not appear in the terminal console
+        # When using `FPX_ENDPOINT=http://localhost:8788/v1/traces  uv run fastapi dev ./main.py`
+        logger.info("loop %i", i)
+
+
+@app.get("/hello")
+async def root():
+    return {"message": "Hello World"}
+
+
+@app.get("/items/{item_id}")
+def read_item(item_id: int, q: Union[str, None] = None):
+    """
+    Endpoint that returns JSON object with some of the parameters
+    Args:
+        item_id (int): _description_
+        q (Union[str, None], optional): _description_. Defaults to None.
+
+    Returns:
+        _type_: _description_
+    """
+    return {"item_id": item_id, "q": q}
diff --git a/examples/python-fastapi/pyproject.toml b/examples/python-fastapi/pyproject.toml
new file mode 100644
index 000000000..7fc22590c
--- /dev/null
+++ b/examples/python-fastapi/pyproject.toml
@@ -0,0 +1,15 @@
+[project]
+name = "python-fastapi"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.10"
+dependencies = [
+    "fastapi[standard]>=0.115.6",
+    "fpxpy>=0.2.0",
+]
+
+[dependency-groups]
+dev = [
+    "mypy>=1.14.1",
+]
diff --git a/examples/python-fastapi/uv.lock b/examples/python-fastapi/uv.lock
new file mode 100644
index 000000000..d33957654
--- /dev/null
+++ b/examples/python-fastapi/uv.lock
@@ -0,0 +1,1348 @@
+version = 1
+requires-python = ">=3.10"
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081 }
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+]
+
+[[package]]
+name = "anyio"
+version = "4.7.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
+    { name = "idna" },
+    { name = "sniffio" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+]
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+version = "3.8.1"
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diff --git a/fpxpy/.gitignore b/fpxpy/.gitignore
new file mode 100644
index 000000000..bee8a64b7
--- /dev/null
+++ b/fpxpy/.gitignore
@@ -0,0 +1 @@
+__pycache__
diff --git a/fpxpy/.python-version b/fpxpy/.python-version
new file mode 100644
index 000000000..c8cfe3959
--- /dev/null
+++ b/fpxpy/.python-version
@@ -0,0 +1 @@
+3.10
diff --git a/fpxpy/README.md b/fpxpy/README.md
new file mode 100644
index 000000000..599982d38
--- /dev/null
+++ b/fpxpy/README.md
@@ -0,0 +1,200 @@
+# fpxpy
+
+Provides instrumentation and route detection for [FastAPI](https://github.com/fastapi/fastapi) apps.
+
+## Installation
+
+The package is available on PyPy, installing it as simple as
+
+``` sh
+uv add fpxpy
+```
+
+After installing `fpxpy` either from source or from `pip`, simply add the second line
+referencing your `FastAPI` app.
+
+```python
+from fpxpy import setup
+
+app = FastAPI()
+setup(app)
+```
+
+After that, when running your FastAPI server, be sure to set the `FPX_ENDPOINT` env variable
+pointing to your instance of Fiberplane Studio, e.g:
+
+``` sh
+$ FPX_ENDPOINT=http://localhost:8788/v1/traces uv run fastapi dev main.py
+```
+
+If you don't specify this environment variable, the library will not be enabled.
+
+
+## API
+
+The package exports two functions:
+* [`setup`](#setup) which is used for adding middleware to the FastAPI app
+* [`measure`](#measure) which is used for creating spans each time a function is called. Typically used as a decorator.
+
+### `setup`
+
+ Function
+
+Initializes FPX instrumentation for a FastAPI application by configuring route detection and span instrumentation.
+
+#### Parameters
+- **app** (`FastAPI`): The FastAPI application instance that was instrumented
+
+#### Returns
+- `FastAPI`: The instrumented application instance
+
+#### Environment Variables
+- `FPX_ENDPOINT`: Required. The endpoint URL for FPX instrumentation
+
+#### Example Usage
+```python
+from fastapi import FastAPI
+from fpxpy import setup
+
+app = FastAPI()
+setup(app)
+```
+
+## Behavior
+1. Checks for `FPX_ENDPOINT` environment variable
+2. If not set:
+   - Prints warning message
+   - Returns unmodified app
+3. If set:
+   - Installs route detection
+   - Configures span instrumentation with parsed URL
+   - Returns instrumented app
+
+## Notes
+- Must be called after FastAPI app creation
+- Requires `FPX_ENDPOINT` environment variable
+- Modifies app in-place by adding middleware and route handlers
+
+
+### `Measure`
+
+A decorator that wraps functions with OpenTelemetry span instrumentation to measure execution time and track errors.
+
+#### Usage
+
+Basic Usage:
+```python
+from fpxpy import measure
+from opentelemetry.trace import SpanKind
+
+@measure()
+def my_function():
+    return "Hello World"
+
+@measure("custom-name")
+def named_function():
+    return "Hello Named World"
+```
+
+With Custom Span Configuration:
+```python
+@measure(
+    name="db-query",
+    span_kind=SpanKind.CLIENT,
+    attributes={"db.system": "postgresql"}
+)
+async def query_database():
+    # ... database code
+    pass
+```
+
+With Callbacks:
+```python
+def on_start_cb(span, *args, **kwargs):
+    span.set_attribute("custom.start", "started")
+
+@measure(
+    name="monitored-function",
+    on_start=on_start_cb,
+    on_success=lambda span, result: span.set_attribute("result.value", str(result)),
+    on_error=lambda span, exc: span.set_attribute("error.message", str(exc))
+)
+def monitored_function():
+    pass
+```
+
+#### Parameters
+
+- **name** (`Optional[str]`): Name of the span. Defaults to the function name if not provided.
+- **func** (`Optional[Callable]`): Function to wrap. Used internally by the decorator.
+- **span_kind** (`SpanKind`): Kind of span to create. Defaults to `SpanKind.INTERNAL`
+- **on_start** (`Optional[Callable]`): Callback executed when span starts. Receives span and function arguments.
+- **on_success**(`Optional[Callable]`): Callback executed on successful completion. Receives span and function result.
+- **on_error** (`Optional[Callable]`): Callback executed on error. Receives span and exception.
+- **check_result** (`Optional[Callable]`): Optional validation function for the result.
+- **attributes** (`Optional[Dict]`): Initial attributes to set on the span.
+
+#### Returns
+
+Returns a wrapped function that:
+- Creates a new span when called
+- Executes the original function
+- Records success/failure in the span
+- Supports both sync and async functions
+
+#### Notes
+
+- Automatically handles both synchronous and asynchronous functions
+- Preserves function signatures and docstrings
+- Supports direct function decoration and configuration via parameters
+- Integrates with OpenTelemetry context propagation
+- Thread-safe and context-manager compatible
+
+#### Examples
+
+Track Database Queries:
+
+```python
+@measure(
+    name="db-query",
+    span_kind=SpanKind.CLIENT,
+    attributes={"db.system": "postgresql"}
+)
+async def get_user(user_id: str):
+    # ... database code
+    pass
+```
+
+Monitor HTTP Requests
+```python
+@measure(
+    name="http-request",
+    span_kind=SpanKind.CLIENT,
+    attributes={"http.method": "GET"}
+)
+async def fetch_data(url: str):
+    # ... http request code
+    pass
+```
+
+Track Function Performance
+```python
+@measure(
+    name="expensive-calculation",
+    attributes={"calculation.type": "matrix-multiply"}
+)
+def matrix_multiply(a: np.ndarray, b: np.ndarray):
+    # ... calculation code
+    pass
+```
+
+### Example application
+
+We also have an example application that can be found under [/examples/python-fastapi](https://github.com/fiberplane/fpx/tree/main/examples/python-fastapi)
+
+### Development
+
+This package uses uv for its dependencies and running the tooling. The following tools are used for linting, checking & formatting. They are listed as part of the dev dependencies (and will be installed by uv by default). 
+
+* [MyPy](https://www.mypy-lang.org/) for type checking. Run: `uv run mypy .`
+* [ruff](https://docs.astral.sh/ruff/formatter/) for linting (`uv run ruff check`) and formatting (`uv run ruff format`)
diff --git a/fpxpy/pyproject.toml b/fpxpy/pyproject.toml
new file mode 100644
index 000000000..c17ca5538
--- /dev/null
+++ b/fpxpy/pyproject.toml
@@ -0,0 +1,43 @@
+[project]
+name = "fpxpy"
+version = "0.3.0"
+authors = [
+    { name = "Fiberplane", email = "support@fiberplane.com" },
+    { name = "mellowagain", email = "py@mari.zip" },
+    { name = "flenter", email = "flenter@users.noreply.github.com" }
+]
+description = "Fiberplane studio integration with FastAPI"
+readme = "README.md"
+requires-python = ">=3.10"
+dependencies = [
+    "dataclasses-json>=0.6.7",
+    "fastapi>=0.108.0",
+    "opentelemetry-api>=1.29.0",
+    "opentelemetry-exporter-otlp>=1.29.0",
+    "opentelemetry-instrumentation-fastapi>=0.50b0",
+    "opentelemetry-sdk>=1.29.0",
+    "requests>=2.32.3",
+    "tracing>=0.1.3",
+    "types-requests>=2.32.0.20241016",
+]
+classifiers = [
+    "Programming Language :: Python :: 3",
+    "License :: OSI Approved :: MIT License",
+    "Operating System :: OS Independent",
+]
+
+[project.urls]
+Homepage = "https://github.com/fiberplane/fpx"
+Issues = "https://github.com/fiberplane/fpx/issues"
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[dependency-groups]
+dev = [
+    "httpx>=0.28.1",
+    "mypy>=1.14.1",
+    "pytest>=8.3.4",
+    "ruff>=0.8.6",
+]
diff --git a/fpxpy/src/fpxpy/JSONSpanExporter.py b/fpxpy/src/fpxpy/JSONSpanExporter.py
new file mode 100644
index 000000000..ee80b70ba
--- /dev/null
+++ b/fpxpy/src/fpxpy/JSONSpanExporter.py
@@ -0,0 +1,265 @@
+"""Implementation of the JSON Span Exporter"""
+
+from dataclasses import dataclass
+from .logger import logger
+from typing import Any, List, Optional
+
+import requests
+from dataclasses_json import LetterCase, dataclass_json
+from opentelemetry.sdk.resources import Attributes, Resource
+from opentelemetry.sdk.trace import Event, ReadableSpan, StatusCode
+from opentelemetry.sdk.trace.export import SpanExporter, SpanExportResult
+from opentelemetry.trace import Link, SpanKind, Status
+
+
+@dataclass_json(letter_case=LetterCase.CAMEL)
+@dataclass
+class KeyValueData:
+    """For storing KeyValue data (in preparation for serialization)"""
+
+    key: str
+    value: Any
+
+
+@dataclass_json(letter_case=LetterCase.CAMEL)
+@dataclass
+class ScopeSpanData:
+    """For storing ScopeSpan data (in preparation for serialization)"""
+
+    scope: Optional["InstrumentationScopeData"] = None
+    spans: Optional[List["ReadableSpanData"]] = None
+    schema_url: Optional[str] = None
+
+    @classmethod
+    def from_span(cls, span: ReadableSpan):
+        """Create a ScopeSpanData from a ReadableSpan"""
+        return cls(
+            scope=InstrumentationScopeData.from_span(span),
+            spans=[ReadableSpanData.from_span(span)],
+        )
+
+
+@dataclass_json(letter_case=LetterCase.CAMEL)
+@dataclass
+class ResourceSpanData:
+    """For storing ResourceSpan data (in preparation for serialization)"""
+
+    scope_spans: List[ScopeSpanData]
+    resource: Optional[Resource] = None
+    schema_url: Optional[str] = None
+
+    @classmethod
+    def from_span(cls, span: ReadableSpan):
+        """Create a ResourceSpanData from a ReadableSpan"""
+        return cls(
+            scope_spans=[
+                ScopeSpanData.from_span(span),
+            ],
+            resource=ResourceData.from_resource(span.resource),
+            schema_url=None,
+        )
+
+
+@dataclass_json(letter_case=LetterCase.CAMEL)
+@dataclass
+class SpansPayload:
+    """Class for storing all spans that get sent to the endpoint"""
+
+    resource_spans: List[ResourceSpanData]
+
+
+@dataclass_json(letter_case=LetterCase.CAMEL)
+@dataclass
+class ResourceData:
+    """Class for storing Resource data (in preparation for serialization)"""
+
+    attributes: List[KeyValueData]
+    schema_url: Optional[str] = None
+
+    @classmethod
+    def from_resource(cls, resource: Resource):
+        """Create a ResourceData from a Resource"""
+        return cls(
+            attributes=to_key_values(resource.attributes),
+            schema_url=resource.schema_url,
+        )
+
+
+@dataclass_json(letter_case=LetterCase.CAMEL)
+@dataclass
+class EventData:
+    """Class for storing Event data"""
+
+    time_unix_nano: float
+    name: str
+    attributes: List[KeyValueData]
+    dropped_attributes_count: int
+
+    @classmethod
+    def from_event(cls, event: Event):
+        """Create an EventData from an Event"""
+        return cls(
+            time_unix_nano=event.timestamp,
+            name=event.name,
+            attributes=(
+                to_key_values(event.attributes) if event.attributes is not None else []
+            ),
+            dropped_attributes_count=0,
+        )
+
+
+@dataclass_json(letter_case=LetterCase.CAMEL)
+@dataclass
+class LinkData:
+    """Class for storing Link data (in preparation for serialization)"""
+
+    trace_id: str
+    span_id: str
+    trace_state: Optional[str]
+    attributes: List[KeyValueData]
+    dropped_attributes_count: int
+
+    @classmethod
+    def from_link(cls, link: Link):
+        """Create a LinkData from a Link"""
+        return cls(
+            trace_id=int_to_hex_str(link.context.trace_id),
+            span_id=int_to_hex_str(link.context.span_id),
+            trace_state=None,
+            attributes=(
+                to_key_values(link.attributes) if link.attributes is not None else []
+            ),
+            dropped_attributes_count=0,
+        )
+
+
+@dataclass_json(letter_case=LetterCase.CAMEL)
+@dataclass
+class InstrumentationScopeData:
+    """Class for storing InstrumentationScope data (in preparation for serialization)"""
+
+    name: str
+    version: Optional[str]
+    attributes: Optional[List[KeyValueData]]
+    dropped_attributes_count: Optional[int]
+
+    @classmethod
+    def from_span(cls, span: ReadableSpan):
+        """Create an InstrumentationScopeData from a ReadableSpan"""
+        return cls(
+            name=span.instrumentation_info.name,
+            version=span.instrumentation_info.version,
+            attributes=None,
+            dropped_attributes_count=None,
+        )
+
+
+@dataclass_json(letter_case=LetterCase.CAMEL)
+@dataclass
+class StatusData:
+    """Class for storing Status data (in preparation for serialization)"""
+
+    code: StatusCode
+    description: Optional[str] = None
+
+    @classmethod
+    def from_status(cls, status: Status) -> "StatusData":
+        """Create a StatusData from a Status"""
+        return cls(code=status.status_code, description=status.description)
+
+
+@dataclass_json(letter_case=LetterCase.CAMEL)
+@dataclass
+class ReadableSpanData:
+    """Class for storing ReadableSpan data (in preparation for serialization)"""
+
+    trace_id: str
+    span_id: str
+    name: str
+    kind: SpanKind
+    start_time_unix_nano: float
+    end_time_unix_nano: float
+    attributes: List[KeyValueData]
+    dropped_attributes_count: int
+    events: List[EventData]
+    dropped_events_count: int
+    links: List[LinkData]
+    dropped_links_count: int
+    status: StatusData
+    trace_state: Optional[str] = None
+    parent_span_id: Optional[str] = None
+
+    @classmethod
+    def from_span(cls, span: ReadableSpan) -> "ReadableSpanData":
+        """Create a ReadableSpanData from a ReadableSpan"""
+        return cls(
+            trace_id=int_to_hex_str(span.context.trace_id or 0),
+            span_id=int_to_hex_str(span.context.span_id or 0),
+            name=span.name,
+            kind=SpanKind[span.kind.name],
+            start_time_unix_nano=(
+                float(span.start_time) if span.start_time is not None else 0.0
+            ),
+            end_time_unix_nano=(
+                float(span.end_time) if span.end_time is not None else 0.0
+            ),
+            attributes=(
+                to_key_values(span.attributes) if span.attributes is not None else []
+            ),
+            dropped_attributes_count=0,
+            events=[EventData.from_event(event) for event in span.events],
+            dropped_events_count=0,
+            links=[LinkData.from_link(link) for link in span.links],
+            dropped_links_count=0,
+            status=StatusData.from_status(span.status),
+            trace_state=None,
+            parent_span_id=int_to_hex_str(span.parent.span_id) if span.parent else None,
+        )
+
+
+def to_key_values(attributes: Attributes):
+    """Convert attributes to a list of KeyValueData"""
+    result = [
+        KeyValueData(key=key, value={"stringValue": value})
+        for key, value in attributes.items()
+    ]
+    return result
+
+
+def int_to_hex_str(num: int) -> str:
+    """Convert integer to hex string padded to 16 chars"""
+    return format(num, "016x")
+
+
+class JSONSpanExporter(SpanExporter):
+    """Exporter that sends spans to a JSON endpoint"""
+
+    def __init__(self, endpoint: str):
+        self.endpoint = endpoint
+
+    def export(self, spans):
+        resource_spans = [ResourceSpanData.from_span(span) for span in spans]
+        payload = SpansPayload(resource_spans=resource_spans)
+        content = payload.to_json()
+
+        try:
+            response = requests.post(
+                self.endpoint,
+                data=content,
+                headers={"Content-Type": "application/json"},
+                timeout=5,
+            )
+            if response.status_code == 200:
+                logger.debug("Successfully sent spans to %s", self.endpoint)
+                return SpanExportResult.SUCCESS
+            logger.error("Received status code %s", response.status_code)
+        except requests.Timeout:
+            # TODO: implement back off and retry
+            logger.error("Timeout while sending spans to %s", self.endpoint)
+        except requests.ConnectionError:
+            logger.error("Failed to connect to %s", self.endpoint)
+
+        return SpanExportResult.FAILURE
+
+    def shutdown(self):
+        pass
diff --git a/fpxpy/src/fpxpy/__init__.py b/fpxpy/src/fpxpy/__init__.py
new file mode 100644
index 000000000..e8d557e57
--- /dev/null
+++ b/fpxpy/src/fpxpy/__init__.py
@@ -0,0 +1,43 @@
+import os
+from urllib.parse import urlparse
+from typing import Optional, Callable
+
+from fastapi import FastAPI
+from .tracing import setup_span_instrumentation
+from .routes import install
+from .measure import measure
+from .logger import logger, capture_logs
+
+__all__ = ["setup", "measure"]
+
+
+__teardown_capture_logs: Optional[Callable[[], None]] = None
+
+
+def setup(app: FastAPI) -> None:
+    """
+    Setup the FPX integration with FastAPI
+
+    Args:
+        app (FastAPI): The FastAPI app to integrate with
+
+    """
+    # setup route detection
+    endpoint = os.getenv("FPX_ENDPOINT")
+
+    if endpoint is None:
+        logger.info("FPX_ENDPOINT is not set, fpx functionality is disabled")
+        return None
+
+    install(app)
+
+    url = urlparse(endpoint)
+    # setup span instrumentation
+    setup_span_instrumentation(app, url)
+
+    # Avoid capturing logs multiple times
+    global __teardown_capture_logs
+    if __teardown_capture_logs is not None:
+        __teardown_capture_logs()
+
+    __teardown_capture_logs = capture_logs()
diff --git a/fpxpy/src/fpxpy/logger.py b/fpxpy/src/fpxpy/logger.py
new file mode 100644
index 000000000..c5fb70199
--- /dev/null
+++ b/fpxpy/src/fpxpy/logger.py
@@ -0,0 +1,60 @@
+import logging
+from typing import List, Optional, Callable
+from opentelemetry.trace import get_current_span
+
+logger = logging.getLogger("fpxpy")
+
+
+class LogSnooper(logging.Handler):
+    """Snoop on log messages by storing them in a list"""
+
+    def __init__(self):
+        super().__init__()
+        self.messages: List[str] = []
+
+    def emit(self, record: logging.LogRecord) -> None:
+        span = get_current_span()
+
+        if span and span.is_recording():
+            span.add_event(
+                "log",
+                {
+                    "message": record.getMessage(),
+                    "level": convert_log_level(record.levelname.lower()),
+                },
+            )
+
+
+def capture_logs(logger_name: Optional[str] = None) -> Callable[[], None]:
+    """
+    Creates and attaches a log snooper to the specified logger
+
+    Returns a teardown function that removes the log snooper from the logger
+    """
+    snooper = LogSnooper()
+    global_logger = (
+        logging.getLogger(logger_name) if logger_name else logging.getLogger()
+    )
+    global_logger.addHandler(snooper)
+
+    def teardown_logs() -> None:
+        """
+        Removes the log snooper from the logger
+        """
+        global_logger.removeHandler(snooper)
+
+    return teardown_logs
+
+
+def convert_log_level(level: str) -> str:
+    """
+    Get the log level from a string
+    """
+    if level == "debug":
+        return "debug"
+    if level == "warning":
+        return "warn"
+    if level == "error":
+        return "error"
+
+    return "info"
diff --git a/fpxpy/src/fpxpy/measure.py b/fpxpy/src/fpxpy/measure.py
new file mode 100644
index 000000000..e78a609fa
--- /dev/null
+++ b/fpxpy/src/fpxpy/measure.py
@@ -0,0 +1,227 @@
+import functools
+import asyncio
+import inspect
+from typing import (
+    Callable,
+    Optional,
+    TypeVar,
+    Union,
+    ParamSpec,
+    Concatenate,
+    overload,
+    Coroutine,
+    Any,
+    cast,
+)
+
+# from collections.abc import Coroutine as CoroutineType
+from opentelemetry import trace
+from opentelemetry.trace import Status, StatusCode, SpanKind, Span
+from opentelemetry.sdk.resources import Attributes
+
+R = TypeVar("R")
+P = ParamSpec("P")
+
+# Type for the callback that gets both Span and original function params
+OnStartCallback = Callable[Concatenate[Span, P], None]
+
+
+@overload
+def measure(
+    name: str,
+    *,  # Force named parameters after name
+    span_kind: SpanKind = SpanKind.INTERNAL,
+    on_start: Optional[OnStartCallback[Any]] = None,
+    on_success: Optional[Callable[[Span, Any], None]] = None,
+    on_error: Optional[Callable[[Span, Exception], None]] = None,
+    check_result: Optional[Callable[[Any], None]] = None,
+    attributes: Optional[Attributes] = None,
+) -> Callable[[Callable[..., Any]], Callable[..., Any]]: ...
+
+
+@overload
+def measure(
+    name: Optional[str],
+    func: Callable[P, Coroutine[Any, Any, R]],
+    span_kind: SpanKind = SpanKind.INTERNAL,
+    on_start: Optional[OnStartCallback[P]] = None,
+    on_success: Optional[
+        Callable[[Span, R], Union[None, Coroutine[Any, Any, None]]]
+    ] = None,
+    on_error: Optional[Callable[[Span, Exception], None]] = None,
+    check_result: Optional[
+        Callable[[R], Union[None, Coroutine[Any, Any, None]]]
+    ] = None,
+    attributes: Optional[Attributes] = None,
+) -> Callable[P, Coroutine[Any, Any, R]]: ...
+
+
+@overload
+def measure(
+    name: Optional[str],
+    func: Callable[P, R],
+    span_kind: SpanKind = SpanKind.INTERNAL,
+    on_start: Optional[OnStartCallback[P]] = None,
+    on_success: Optional[Callable[[Span, R], None]] = None,
+    on_error: Optional[Callable[[Span, Exception], None]] = None,
+    check_result: Optional[Callable[[R], None]] = None,
+    attributes: Optional[Attributes] = None,
+) -> Callable[P, R]: ...
+
+
+@overload
+def measure(
+    name: str = "measure",
+    func: None = None,
+    *,
+    span_kind: SpanKind = SpanKind.INTERNAL,
+    on_start: Optional[OnStartCallback[P]] = None,
+    on_success: Optional[
+        Callable[[Span, R], Union[None, Coroutine[Any, Any, None]]]
+    ] = None,
+    on_error: Optional[Callable[[Span, Exception], None]] = None,
+    check_result: Optional[
+        Callable[[R], Union[None, Coroutine[Any, Any, None]]]
+    ] = None,
+    attributes: Optional[Attributes] = None,
+) -> Callable[[Callable[P, R]], Callable[P, R]]: ...
+
+
+def measure(
+    name: Optional[str] = None,
+    func: Optional[Callable[P, Union[R, Coroutine[Any, Any, R]]]] = None,
+    span_kind: SpanKind = SpanKind.INTERNAL,
+    on_start: Optional[OnStartCallback[P]] = None,
+    on_success: Optional[
+        Callable[[Span, R], Union[None, Coroutine[Any, Any, None]]]
+    ] = None,
+    on_error: Optional[Callable[[Span, Exception], None]] = None,
+    check_result: Optional[
+        Callable[[R], Union[None, Coroutine[Any, Any, None]]]
+    ] = None,
+    attributes: Optional[Attributes] = None,
+) -> Union[
+    Callable[P, R],
+    Callable[P, Coroutine[Any, Any, R]],
+    Callable[[Callable[P, R]], Callable[P, R]],
+]:
+    """
+    Wraps a function in a span, measuring the time it takes to execute.
+    Can be used as a decorator or called directly.
+
+    Args:
+        name_or_fn: Function name or the function itself
+        span_kind: Kind of span (default: INTERNAL)
+        attributes: Optional span attributes
+    """
+
+    def wrap_function(
+        fn: Union[
+            Callable[P, R],
+            Callable[P, Coroutine[Any, Any, R]],
+        ],
+    ) -> Union[
+        Callable[P, R],
+        Callable[P, Coroutine[Any, Any, R]],
+    ]:
+        is_coroutine = inspect.iscoroutinefunction(fn)
+        current_name = name or fn.__name__
+
+        @functools.wraps(fn)
+        async def async_wrapper(*args: P.args, **kwargs: P.kwargs):
+            tracer = trace.get_tracer("fpx-tracer")
+
+            with tracer.start_as_current_span(
+                name=current_name,
+                kind=span_kind,
+                attributes=attributes,
+            ) as span:
+                if on_start:
+                    on_start(span, *args, **kwargs)  # Changed this line
+                try:
+                    result = fn(*args, **kwargs)
+                    value = result if not inspect.isawaitable(result) else await result
+                    if check_result:
+                        try:
+                            check = check_result(value)
+                            if inspect.iscoroutine(check):
+                                await check
+                        except Exception as e:
+                            span.set_status(Status(StatusCode.ERROR, str(e)))
+                            span.record_exception(e)
+                            if on_error:
+                                on_error(span, e)
+
+                            return value
+
+                    span.set_status(Status(StatusCode.OK))
+                    if on_success:
+                        success = on_success(span, value)
+                        if inspect.iscoroutine(success):
+                            await success
+                    return value
+
+                except Exception as e:
+                    span.set_status(Status(StatusCode.ERROR, str(e)))
+                    span.record_exception(e)
+                    if on_error:
+                        on_error(span, e)
+                    raise e
+
+        @functools.wraps(fn)
+        def sync_wrapper(*args: P.args, **kwargs: P.kwargs):
+            tracer = trace.get_tracer("fpx-tracer")
+            with tracer.start_as_current_span(
+                name=current_name,
+                kind=span_kind,
+                attributes=attributes,
+            ) as span:
+                if on_start:
+                    on_start(span, *args, **kwargs)  # Changed this line
+                try:
+                    result = fn(*args, **kwargs)
+                    value = (
+                        asyncio.get_event_loop().run_until_complete(result)
+                        if inspect.isawaitable(result)
+                        else result
+                    )
+                    if check_result:
+                        try:
+                            check = check_result(value)
+                            if inspect.iscoroutine(check):
+                                loop = asyncio.get_event_loop()
+                                loop.run_until_complete(check)
+                        except Exception as e:
+                            span.set_status(Status(StatusCode.ERROR, str(e)))
+                            span.record_exception(e)
+                            if on_error:
+                                on_error(span, e)
+                            return value
+
+                    span.set_status(Status(StatusCode.OK))
+                    if on_success:
+                        success = on_success(span, value)
+                        if inspect.isawaitable(success):
+                            loop = asyncio.get_event_loop()
+                            loop.run_until_complete(success)
+                    return value
+
+                except Exception as e:
+                    span.set_status(Status(StatusCode.ERROR, str(e)))
+                    span.record_exception(e)
+                    if on_error:
+                        on_error(span, e)
+                    raise e
+
+        return async_wrapper if is_coroutine else sync_wrapper
+
+    # Used as decorator without passing a function in directly
+    if func is None:
+        return cast(
+            Callable[[Callable[P, R]], Callable[P, R]],
+            wrap_function,
+        )
+
+    return wrap_function(
+        cast(Union[Callable[P, R], Callable[P, Coroutine[Any, Any, R]]], func)
+    )
diff --git a/fpxpy/src/fpxpy/py.typed b/fpxpy/src/fpxpy/py.typed
new file mode 100644
index 000000000..e69de29bb
diff --git a/fpxpy/src/fpxpy/routes.py b/fpxpy/src/fpxpy/routes.py
new file mode 100644
index 000000000..541c8e141
--- /dev/null
+++ b/fpxpy/src/fpxpy/routes.py
@@ -0,0 +1,65 @@
+from fastapi import FastAPI, Request, Response
+from fastapi.openapi.utils import get_openapi
+import requests
+from urllib.parse import urlparse, urlunparse
+import inspect
+import os
+from .logger import logger
+
+
+def install(app: FastAPI) -> FastAPI:
+    app.middleware("http")(middleware)
+
+    return app
+
+
+async def middleware(req: Request, call_next):
+    header = req.headers.get("x-fpx-route-inspector")
+
+    if header is not None:
+        await send_to_studio(req)
+        return Response(content="OK")
+
+    return await call_next(req)
+
+
+async def send_to_studio(req: Request):
+    routes = []
+
+    for route in req.app.routes:
+        for method in route.methods:
+            obj = {
+                "method": method,
+                "path": route.path,
+                "handler": inspect.getsource(route.endpoint),
+                "handlerType": "route",  # or "middleware"
+            }
+
+            routes.append(obj)
+
+    env = os.getenv("FPX_ENDPOINT")
+
+    if env is None:
+        logger.info("FPX_ENDPOINT is not set")
+        return
+
+    parsed_url = urlparse(env)
+    parsed_url = parsed_url._replace(path="/v0/probed-routes")
+    url = urlunparse(parsed_url)
+
+    json = {
+        "routes": routes,
+        "openApiSpec": get_openapi(
+            title="FastAPI", version="1.0.0", routes=req.app.routes
+        ),
+    }
+
+    try:
+        response = requests.post(url, json=json, timeout=5)
+    except requests.exceptions.Timeout:
+        logger.warning("timeout sending routes to fiberplane studio")
+        return
+
+    if not response.ok:
+        message = f"error sending to probed routes: {response.content.decode('utf-8')} (status {response.status_code})"
+        logger.warning(message)
diff --git a/fpxpy/src/fpxpy/test_tracing.py b/fpxpy/src/fpxpy/test_tracing.py
new file mode 100644
index 000000000..4d9295d7d
--- /dev/null
+++ b/fpxpy/src/fpxpy/test_tracing.py
@@ -0,0 +1,158 @@
+import io
+
+from typing import List
+
+import pytest
+from time import sleep
+from fastapi import FastAPI, HTTPException
+from fastapi.testclient import TestClient
+from opentelemetry.sdk.trace.export import SpanExporter
+from opentelemetry.sdk.trace import ReadableSpan
+from opentelemetry.trace import SpanKind
+
+from .tracing import __internal_setup_span_instrumentation
+from .measure import measure
+
+
+class SpanCollectorExporter(SpanExporter):
+    spans: List[ReadableSpan]
+
+    def __init__(self):
+        self.spans = []
+        self._shutdown = False
+
+    def export(self, spans):
+        if self._shutdown:
+            return
+        for span in spans:
+            # Update the span in the list if it already exists
+            for i, s in enumerate(self.spans):
+                if s.context.span_id == span.context.span_id:
+                    self.spans[i] = span
+                    break
+            else:
+                # otherwise just append it
+                self.spans.append(span)
+
+    def reset(self):
+        self.spans.clear()
+
+    def shutdown(self):
+        self._shutdown = True
+
+
+@measure(name="loop")
+def loop(n: int = 10) -> None:
+    """A function that takes a while to run"""
+    for i in range(n):
+        sleep(0.01)
+
+
+@pytest.fixture
+def test_app():
+    """Create a FastAPI app for testing"""
+
+    app = FastAPI()
+
+    @app.get("/test")
+    async def test_endpoint():
+        return {"message": "Hello, World!"}
+
+    @app.get("/measure-test")
+    async def measure_test():
+        loop()
+        return {"message": "Hello, measured world!"}
+
+    @app.get("/error")
+    async def error():
+        raise HTTPException(status_code=500, detail="Hello, exceptional world!")
+
+    return app
+
+
+def add_instrumentation(app: FastAPI):
+    """Add instrumentation to the app"""
+
+    exporter = SpanCollectorExporter()
+    app = __internal_setup_span_instrumentation(app, exporter)
+
+    return exporter
+
+
+def reset_output(output: io.StringIO):
+    """Reset the output buffer"""
+    output.seek(0)
+    output.truncate(0)
+
+
+def test_setup_span_instrumentation(test_app: FastAPI):
+    """Test setup_span_instrumentation function"""
+    assert len(test_app.user_middleware) == 0
+
+    exporter = add_instrumentation(test_app)
+    assert test_app.router.lifespan_context is not None
+    assert len(test_app.user_middleware) == 1
+
+    # Perform actions that generate spans
+    client = TestClient(test_app)
+    response = client.get("/test")
+    assert response.status_code == 200
+    assert response.json() == {"message": "Hello, World!"}
+
+    assert len(exporter.spans) == 1
+    span = exporter.spans[0]
+    assert span.name == "request"
+    assert span.status.is_ok
+    assert span.events[0].name == "first-response"
+
+
+def test_custom_measure(test_app: FastAPI):
+    """Test the measure decorator"""
+    exporter = add_instrumentation(test_app)
+    # Call a function that should generate a single span
+    loop()
+
+    assert len(exporter.spans) == 1
+    span = exporter.spans[0]
+    assert span.status.is_ok
+    assert span.name == "loop"
+    assert span.kind == SpanKind.INTERNAL
+    assert span.parent is None
+
+    exporter.reset()
+
+    assert len(exporter.spans) == 0
+    # Perform actions that generate spans
+    client = TestClient(test_app)
+    response = client.get("/measure-test")
+    assert response.status_code == 200
+    assert response.json() == {"message": "Hello, measured world!"}
+
+    # Check captured output
+    assert len(exporter.spans) == 2
+    span = exporter.spans[0]
+    assert span.name == "loop"
+    assert span.status.is_ok
+    span = exporter.spans[1]
+    assert span.name == "request"
+    assert span.status.is_ok
+    assert span.events[0].name == "first-response"
+
+
+def test_error_route(test_app: FastAPI):
+    """Test check_error logic for routes (i.e. mark 50x responses as errors)"""
+    exporter = add_instrumentation(test_app)
+
+    # Perform actions that generate spans
+    client = TestClient(test_app)
+    try:
+        response = client.get("/error")
+        assert response.status_code == 500
+        assert response.json() == {"detail": "Hello, exceptional world!"}
+    except ValueError:
+        pass
+
+    # Check captured output
+    assert len(exporter.spans) == 1
+    assert exporter.spans[0].name == "request"
+    assert exporter.spans[0].status.is_ok is False
diff --git a/fpxpy/src/fpxpy/tracing.py b/fpxpy/src/fpxpy/tracing.py
new file mode 100644
index 000000000..d8dab86fd
--- /dev/null
+++ b/fpxpy/src/fpxpy/tracing.py
@@ -0,0 +1,175 @@
+import random
+from contextlib import asynccontextmanager
+from typing import cast
+from urllib.parse import ParseResult as ParsedUrl
+from urllib.parse import urlunparse
+
+from fastapi import FastAPI, Request
+from fastapi.responses import Response
+from opentelemetry import context
+from opentelemetry.sdk.resources import Resource
+from opentelemetry.sdk.trace import TracerProvider
+from opentelemetry.sdk.trace.export import (
+    SimpleSpanProcessor,
+    SpanExporter,
+)
+from opentelemetry.trace import (
+    NonRecordingSpan,
+    Span,
+    SpanContext,
+    SpanKind,
+    TraceFlags,
+    get_tracer_provider,
+    set_span_in_context,
+    set_tracer_provider,
+)
+
+from .JSONSpanExporter import JSONSpanExporter
+from .measure import measure
+from .utils import get_response_attributes, set_request_attributes
+
+# logger = logging.getLogger()
+# logging.basicConfig(level=logging.INFO)
+# logger = logging.getLogger(__name__)
+
+
+def get_or_set_tracer_provider(service_name: str) -> TracerProvider:
+    """
+    Reset the current tracer provider and optionally set a new one
+    """
+    # Get current provider
+    current_provider = get_tracer_provider()
+
+    # If the current provider is a TracerProvider, return it
+    if isinstance(current_provider, TracerProvider):
+        return cast(TracerProvider, current_provider)
+
+    provider = TracerProvider(resource=Resource.create({"service.name": service_name}))
+    set_tracer_provider(provider)
+    return provider
+
+
+def setup_tracer_provider(
+    span_exporter: SpanExporter,
+    service_name="unknown",
+):
+    """Set up a tracer provider
+
+    Args:
+        endpoint (str): _description_
+        service_name (str, optional): _description_. Defaults to "unknown".
+
+    """
+    provider = get_or_set_tracer_provider(service_name)
+
+    processor = SimpleSpanProcessor(span_exporter)
+    provider.add_span_processor(processor)
+
+    return provider
+
+
+async def middleware(request: Request, call_next):
+    """Middleware to handle tracing"""
+
+    trace_id = request.headers.get("x-fpx-trace-id")
+
+    # Check if it is a route inspector request
+    route_inspector = request.headers.get("x-fpx-route-inspector")
+    if route_inspector == "enabled":
+        return await call_next(request)
+
+    token = None
+    if trace_id:
+        # Convert hex strings to integers
+        trace_id_int = int(trace_id, 16)
+        span_id_int = span_id_int = random.getrandbits(64)  # Generate new span ID
+        trace_flags_int = 1
+
+        # Create new SpanContext
+        span_context = SpanContext(
+            trace_id=trace_id_int,
+            span_id=span_id_int,
+            is_remote=True,
+            trace_flags=TraceFlags(trace_flags_int),
+        )
+
+        # Create a NonRecordingSpan with the SpanContext
+        non_recording_span = NonRecordingSpan(span_context)
+
+        # Attach new context to current span
+        ctx = set_span_in_context(non_recording_span)
+        token = context.attach(ctx)
+
+    try:
+        measured_next = measure(
+            name="request",
+            func=call_next,
+            span_kind=SpanKind.SERVER,
+            on_start=set_request_attributes,
+            on_success=on_success,
+            check_result=check_result,
+        )
+        return await measured_next(request)
+    finally:
+        if token is not None:
+            context.detach(token)
+
+
+def setup_span_instrumentation(instance: FastAPI, endpoint: ParsedUrl) -> FastAPI:
+    """
+    This function adds tracing middleware to the FastAPI app.
+
+    All requests to the app will be automatically traced.
+    """
+    return __internal_setup_span_instrumentation(
+        instance,
+        span_exporter=JSONSpanExporter(
+            urlunparse(endpoint),
+        ),
+    )
+
+
+def __internal_setup_span_instrumentation(
+    instance: FastAPI,
+    span_exporter: SpanExporter,
+) -> FastAPI:
+    """
+    This function adds tracing middleware to the FastAPI app.
+
+    All requests to the app will be automatically traced.
+    """
+
+    setup_tracer_provider(span_exporter)
+
+    @asynccontextmanager
+    async def lifespan(_app: FastAPI):
+        # Set up before startup
+        yield
+        # TODO: Clean up after shutdown
+
+    instance.router.lifespan_context = lifespan
+
+    instance.middleware("http")(middleware)
+    return instance
+
+
+async def on_success(span: Span, response: Response) -> None:
+    """Handle successful response with span updates"""
+    span.add_event("first-response")
+
+    attributes = await get_response_attributes(response)
+    span.set_attributes(dict(attributes))
+    return None
+
+
+async def check_result(response: Response) -> None:
+    """Check the result of the response"""
+    if response.status_code >= 500:
+        raise StatusCodeException("Status code is 500 or greater")
+    return None
+
+
+class StatusCodeException(Exception):
+    """Check exception class"""
+
+    pass
diff --git a/fpxpy/src/fpxpy/utils.py b/fpxpy/src/fpxpy/utils.py
new file mode 100644
index 000000000..e6348589f
--- /dev/null
+++ b/fpxpy/src/fpxpy/utils.py
@@ -0,0 +1,87 @@
+import json
+from typing import Dict, Optional
+
+from fastapi import Request, Response
+from opentelemetry.sdk.resources import Attributes
+from opentelemetry.trace import Span
+
+
+def get_request_attributes(
+    request: Request,
+) -> Attributes:
+    """Extract OpenTelemetry attributes from FastAPI request"""
+    # Add headers as attributes
+
+    attributes: Attributes = {
+        # attributes = {
+        "fpx.http.request.scheme": request.url.scheme,
+        "http.scheme": request.url.scheme,
+        "fpx.http.request.search": request.url.query,
+        "http.host": request.headers.get("host", ""),
+        "http.target": request.url.path,
+        "url.full": str(request.url),
+        "fpx.http.request.pathname": request.url.path,
+        "http.url": str(request.url),
+        "http.user_agent": request.headers.get("user-agent", ""),
+        "http.request.method": request.method,
+        # Common HTTP request headers as attributes
+        "http.request.header.accept": request.headers.get("accept", ""),
+        # "http.request.header.content_length": request.headers.get("content-length", ""),
+        # "http.request.header.content_type": request.headers.get("content-type", ""),
+    }
+
+    for key, value in request.headers.items():
+        attributes = dict(attributes)
+        attributes[f"http.request.header.{key.lower()}"] = value
+
+    return attributes
+
+
+def set_request_attributes(
+    span: Span,
+    request: Request,
+    root_request_attributes: Optional[Dict[str, str]] = None,
+):
+    """Set request attributes on span"""
+    request_attributes = {
+        **get_request_attributes(request),
+        **(root_request_attributes or {}),
+    }
+    span.set_attributes(request_attributes)
+
+
+async def get_response_attributes(response: Response) -> Attributes:
+    """Extract OpenTelemetry attributes from FastAPI response"""
+    attributes: Attributes = {
+        "http.response.status_code": str(response.status_code),
+        "http.scheme": (
+            "https" if response.headers.get("x-forwarded-proto") == "https" else "http"
+        ),
+    }
+
+    # Add response body if available
+    content_type = response.headers.get("content-type", "")
+
+    # Handle different content types
+    try:
+        if hasattr(response, "body"):
+            body = (
+                response.body.decode()
+                if isinstance(response.body, bytes)
+                else str(response.body)
+            )
+            if content_type and "application/json" in content_type:
+                # Validate JSON before adding
+                json.loads(body)
+            attributes = dict(attributes)
+            attributes["http.response.body"] = str(body)
+    except (UnicodeDecodeError, json.JSONDecodeError):
+        # Skip body if we can't decode it
+        pass
+
+    # Add headers as attributes
+    for key, value in response.headers.items():
+        attributes = dict(attributes)
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+]
+
+[[package]]
+name = "zipp"
+version = "3.21.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/3f/50/bad581df71744867e9468ebd0bcd6505de3b275e06f202c2cb016e3ff56f/zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4", size = 24545 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b7/1a/7e4798e9339adc931158c9d69ecc34f5e6791489d469f5e50ec15e35f458/zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931", size = 9630 },
+]
diff --git a/packages/mcp-server/index.ts b/packages/mcp-server/index.ts
index 8cb056e74..2fc5d9d9d 100644
--- a/packages/mcp-server/index.ts
+++ b/packages/mcp-server/index.ts
@@ -97,13 +97,18 @@ const sendRequestTool: Tool = {
           type: "string",
         },
       },
+      body: {
+        type: ["object", "string", "null"],
+        description:
+          "Optional request body. Can be a string for raw body or an object for JSON/form data",
+      },
     },
     required: ["url", "method"],
   },
 };
 
 async function main() {
-  console.log("Starting Fiberplane MCP Server ...");
+  console.error("Starting Fiberplane MCP Server ...");
 
   const server = new Server(
     { name: "Fiberplane MCP Server", version: "0.1.0" },
@@ -124,7 +129,7 @@ async function main() {
   server.setRequestHandler(
     CallToolRequestSchema,
     async (request: CallToolRequest) => {
-      console.log("Received tool call request:", request);
+      console.error("Received tool call request:", request);
       try {
         if (!request.params.arguments) {
           throw new Error("No arguments provided");
@@ -138,7 +143,6 @@ async function main() {
           case "fiberplane_list_traces": {
             const response = await fetch(`${baseUrl}/v1/traces`);
             const traces = await response.json();
-            console.log("traces", traces);
             return {
               content: [
                 {
@@ -158,7 +162,6 @@ async function main() {
               `${baseUrl}/v1/traces/${traceId}/spans`,
             );
             const spans = await response.json();
-            console.log("spans", spans);
             return {
               content: [
                 {
@@ -172,7 +175,6 @@ async function main() {
           case "fiberplane_list_all_registered_routes": {
             const response = await fetch(`${baseUrl}/v0/app-routes`);
             const routes = await response.json();
-            console.log("routes", routes);
             return {
               content: [
                 {
@@ -186,7 +188,6 @@ async function main() {
           case "fiberplane_list_all_requests": {
             const response = await fetch(`${baseUrl}/v0/all-requests`);
             const requests = await response.json();
-            console.log("requests", requests);
             return {
               content: [
                 {
@@ -200,7 +201,6 @@ async function main() {
           case "fiberplane_get_file_tree": {
             const response = await fetch(`${baseUrl}/v0/app-routes-file-tree`);
             const fileTree = await response.json();
-            console.log("fileTree", fileTree);
             return {
               content: [
                 {
@@ -218,12 +218,14 @@ async function main() {
               headers = {},
               route,
               pathParams,
+              body,
             } = request.params.arguments as {
               url: string;
               method: string;
               headers?: Record<string, string>;
               route?: string;
               pathParams?: Record<string, string>;
+              body?: string | object | null;
             };
 
             const proxyHeaders: Record<string, string> = {
@@ -239,17 +241,34 @@ async function main() {
               proxyHeaders["x-fpx-path-params"] = JSON.stringify(pathParams);
             }
 
-            const requestInit = {
+            const requestInit: RequestInit = {
               method: method as string,
               headers: proxyHeaders,
             };
 
+            // Handle body based on type
+            if (body !== undefined && body !== null) {
+              if (typeof body === "string") {
+                requestInit.body = body;
+              } else if (typeof body === "object") {
+                requestInit.body = JSON.stringify(body);
+                // Set content-type if not already set in headers
+                if (!headers["content-type"]) {
+                  proxyHeaders["x-fpx-headers-json"] = JSON.stringify({
+                    ...headers,
+                    "content-type": "application/json",
+                  });
+                }
+              }
+            }
+            console.error("Request headers:", proxyHeaders);
+            console.error("Request init:", requestInit);
+
             const response = await fetch(
               `${baseUrl}/v0/proxy-request/*`,
               requestInit,
             );
             const responseData = await response.json();
-            console.log("request response", responseData);
 
             return {
               content: [
@@ -282,7 +301,7 @@ async function main() {
   );
 
   server.setRequestHandler(ListToolsRequestSchema, async () => {
-    console.log("Received list tools request");
+    console.error("Received list tools request");
     return {
       tools: [
         listTracesTool,
@@ -296,7 +315,7 @@ async function main() {
   });
 
   const transport = new StdioServerTransport();
-  console.log("Connecting server to transport ...");
+  console.error("Connecting server to transport ...");
   await server.connect(transport);
 }
 
diff --git a/packages/mcp-server/package.json b/packages/mcp-server/package.json
index fb190b421..ce2b2eb22 100644
--- a/packages/mcp-server/package.json
+++ b/packages/mcp-server/package.json
@@ -1,12 +1,12 @@
 {
   "name": "@fiberplane/mcp-server-fiberplane",
   "type": "module",
-  "version": "0.2.0",
+  "version": "0.3.0",
   "access": "public",
   "description": "MCP server for Fiberplane Studio",
   "main": "dist/index.js",
   "bin": {
-    "mcp-server-fiberplane": "./dist/src/index.js"
+    "mcp-server-fiberplane": "./dist/index.js"
   },
   "scripts": {
     "build": "tsc",
@@ -21,7 +21,7 @@
   "author": "Fiberplane<info@fiberplane.com>",
   "license": "MIT",
   "dependencies": {
-    "@modelcontextprotocol/sdk": "^1.0.3"
+    "@modelcontextprotocol/sdk": "^1.1.1"
   },
   "devDependencies": {
     "@types/node": "^22.10.1",
diff --git a/packages/source-analysis/package.json b/packages/source-analysis/package.json
index be9469f64..728141e0b 100644
--- a/packages/source-analysis/package.json
+++ b/packages/source-analysis/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@fiberplane/source-analysis",
-  "version": "0.3.0",
+  "version": "0.4.0",
   "type": "module",
   "types": "./dist/index.d.ts",
   "author": "Fiberplane<info@fiberplane.com>",
diff --git a/packages/source-analysis/src/RoutesMonitor.ts b/packages/source-analysis/src/RoutesMonitor.ts
index 2ccfc67ad..91de79aa8 100644
--- a/packages/source-analysis/src/RoutesMonitor.ts
+++ b/packages/source-analysis/src/RoutesMonitor.ts
@@ -172,7 +172,7 @@ export class RoutesMonitor extends EventEmitter<AnalysisEvents> {
         this.updateRoutesResult();
         logger.debug(`Finished parsing result ${performance.now() - start}ms`);
       } catch (e) {
-        logger.error("Error while updating factory", e);
+        logger.error("Error while updating source code analysis", e);
       }
     }, 50);
   }
@@ -231,6 +231,10 @@ export class RoutesMonitor extends EventEmitter<AnalysisEvents> {
     this._isRunning = true;
   }
 
+  public getFilesCount() {
+    return this.getFileNames().length;
+  }
+
   private async isCompilerReady(): Promise<boolean> {
     if (!this._service) {
       throw new Error("Service not initialized");
diff --git a/packages/source-analysis/src/service.ts b/packages/source-analysis/src/service.ts
index 1aed57a03..007d6ae91 100644
--- a/packages/source-analysis/src/service.ts
+++ b/packages/source-analysis/src/service.ts
@@ -62,8 +62,10 @@ export function getTsLib(projectRoot: string) {
     const tsPath = relativeResolve("typescript", { basedir: projectRoot });
     return require(tsPath);
   } catch (error) {
-    logger.warn("Unable resolve typescript package", error);
-    logger.log(`Using bundled in typescript (version ${bundledTs.version})`);
+    // logger.warn("Unable resolve typescript package", error);
+    logger.warn(
+      `Unable to resolve typescript package. Falling back to bundled typescript library (version ${bundledTs.version})`,
+    );
     return bundledTs;
   }
 }
@@ -100,13 +102,11 @@ export function startServer(params: {
   const options = getOptions(location, ts);
 
   const host: TsLanguageServiceHost = {
-    // fileExists: ts.sys.fileExists,
     fileExists,
     getCurrentDirectory: () => location,
     getDefaultLibFileName: (options) => {
       return ts.getDefaultLibFilePath(options);
     },
-    // directoryExists: ts.sys.directoryExists,
     directoryExists,
     getNewLine: () => "\n",
     getCompilationSettings() {
diff --git a/packages/types/package.json b/packages/types/package.json
index e5ade0b80..fac707f3d 100644
--- a/packages/types/package.json
+++ b/packages/types/package.json
@@ -1,7 +1,7 @@
 {
   "name": "@fiberplane/fpx-types",
   "description": "Shared types and schemas for fpx",
-  "version": "0.0.11",
+  "version": "0.0.12",
   "type": "module",
   "exports": {
     ".": {
diff --git a/packages/types/src/openapi.ts b/packages/types/src/openapi.ts
index ec05c8d96..c608e9507 100644
--- a/packages/types/src/openapi.ts
+++ b/packages/types/src/openapi.ts
@@ -15,8 +15,14 @@ const OpenAPISchemaTypeSchema = z.object({
   // Add other relevant OpenAPI schema properties here
 });
 
+const OpenAPIAnySchema = z.object({});
+
 // This is a terrible name, but it actually is the Schema for an OpenAPI schema
-const SchemaSchema = z.union([OpenAPISchemaRefSchema, OpenAPISchemaTypeSchema]);
+const SchemaSchema = z.union([
+  OpenAPISchemaRefSchema,
+  OpenAPISchemaTypeSchema,
+  OpenAPIAnySchema,
+]);
 
 // Use this in OpenApiSpecSchema where schema validation is needed
 const ContentSchema = z.object({
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 8b2170f46..a0dd0bf95 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -578,8 +578,8 @@ importers:
   packages/mcp-server:
     dependencies:
       '@modelcontextprotocol/sdk':
-        specifier: ^1.0.3
-        version: 1.0.3
+        specifier: ^1.1.1
+        version: 1.1.1
     devDependencies:
       '@types/node':
         specifier: ^22.10.1
@@ -3095,8 +3095,9 @@ packages:
   '@mixedbread-ai/sdk@2.2.11':
     resolution: {integrity: sha512-NJiY6BVPR+s/DTzUPQS1Pv418trOmII/8hftmIqxXlYaKbIrgJimQfwCW9M6Y21YPcMA8zTQGYZHm4IWlMjIQw==}
 
-  '@modelcontextprotocol/sdk@1.0.3':
-    resolution: {integrity: sha512-2as3cX/VJ0YBHGmdv3GFyTpoM8q2gqE98zh3Vf1NwnsSY0h3mvoO07MUzfygCKkWsFjcZm4otIiqD6Xh7kiSBQ==}
+  '@modelcontextprotocol/sdk@1.1.1':
+    resolution: {integrity: sha512-siCApQgBn3U8R93TdumLtezRyRIlrA/a63GrTRO1jP31fRyOohpu0iPLvXzsyptxmy7B8GDxr8+r+Phu6mHgzg==}
+    engines: {node: '>=18'}
 
   '@mole-inc/bin-wrapper@8.0.1':
     resolution: {integrity: sha512-sTGoeZnjI8N4KS+sW2AN95gDBErhAguvkw/tWdCjeM8bvxpz5lqrnd0vOJABA1A+Ic3zED7PYoLP/RANLgVotA==}
@@ -13050,7 +13051,7 @@ snapshots:
     transitivePeerDependencies:
       - encoding
 
-  '@modelcontextprotocol/sdk@1.0.3':
+  '@modelcontextprotocol/sdk@1.1.1':
     dependencies:
       content-type: 1.0.5
       raw-body: 3.0.0