diff --git a/.gitignore b/.gitignore
index b6993c08..8f76ea40 100644
--- a/.gitignore
+++ b/.gitignore
@@ -10,3 +10,4 @@ junit.xml
 .DS_Store
 /vendor
 profile.json
+*.egg-info
diff --git a/.zed/settings.json b/.zed/settings.json
index 477c7499..0a9fb00e 100644
--- a/.zed/settings.json
+++ b/.zed/settings.json
@@ -14,6 +14,13 @@
           "features": []
         }
       }
+    },
+    "pyright": {
+      "settings": {
+        "python": {
+          "pythonPath": "scripts/.venv/bin/python"
+        }
+      }
     }
   }
 }
diff --git a/crates/loona/src/h2/server.rs b/crates/loona/src/h2/server.rs
index 8fb8a44c..7230e62e 100644
--- a/crates/loona/src/h2/server.rs
+++ b/crates/loona/src/h2/server.rs
@@ -1454,7 +1454,7 @@ where
                     std::str::from_utf8(&value).unwrap_or("<non-utf8-value>"),
                 );
 
-                if &key[..1] == b":" {
+                if key.first() == Some(&b':') {
                     if saw_regular_header {
                         req_error = Some(H2StreamError::BadRequest(
                                 "All pseudo-header fields MUST appear in a field block before all regular field lines (RFC 9113, section 8.3)"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..0d01a11f
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,27 @@
+[project]
+name = "loona"
+version = "0.1.0"
+description = "Benchmarking rig for the loona Rust HTTP implementation"
+requires-python = ">=3.11"
+dependencies = [
+    "termcolor~=2.4.0",
+    "openpyxl~=3.1.5",
+    "psutil>=6.0.0",
+]
+
+[tool.setuptools]
+packages = ["scripts"]
+
+[tool.pyright]
+include = ["scripts"]
+exclude = [
+    "**/__pycache__",
+    "**/node_modules",
+    ".venv",
+]
+venvPath = "."
+venv = ".venv"
+
+[build-system]
+requires = ["setuptools>=45", "wheel"]
+build-backend = "setuptools.build_meta"
diff --git a/scripts/bench.py b/scripts/bench.py
new file mode 100755
index 00000000..6128f22b
--- /dev/null
+++ b/scripts/bench.py
@@ -0,0 +1,419 @@
+#!/usr/bin/env -S PYTHONUNBUFFERED=1 FORCE_COLOR=1 uv run
+
+import psutil
+import ctypes
+import os
+import signal
+import subprocess
+import sys
+import time
+import openpyxl
+import pprint
+from openpyxl.styles import Alignment, Font
+
+from pathlib import Path
+from termcolor import colored
+import tempfile
+
+# Change to the script's directory
+os.chdir(os.path.dirname(os.path.abspath(__file__)))
+
+PERF_EVENTS = [
+    "cycles",
+    "instructions",
+    "branches",
+    "branch-misses",
+    "cache-references",
+    "cache-misses",
+    "page-faults",
+    "syscalls:sys_enter_write",
+    "syscalls:sys_enter_writev",
+    "syscalls:sys_enter_epoll_wait",
+    "syscalls:sys_enter_io_uring_enter"
+]
+PERF_EVENTS_STRING = ",".join(PERF_EVENTS)
+
+# Define constants for prctl
+PR_SET_PDEATHSIG = 1
+
+# Load the libc shared library
+libc = ctypes.CDLL("libc.so.6")
+
+def set_pdeathsig():
+    """Set the parent death signal to SIGKILL."""
+    # Call prctl with PR_SET_PDEATHSIG and SIGKILL
+    libc.prctl(PR_SET_PDEATHSIG, signal.SIGKILL)
+
+# Set trap to kill the process group on script exit
+def kill_group():
+    os.killpg(0, signal.SIGKILL)
+
+def kill_group_except_self():
+    current_pid = os.getpid()
+    for proc in psutil.process_iter(['pid']):
+        try:
+            if proc.pid != current_pid and os.getpgid(proc.pid) == os.getpgid(0):
+                print(f"Killing process {proc.pid}: {proc.name()}")
+                os.kill(proc.pid, signal.SIGKILL)
+        except (psutil.NoSuchProcess, psutil.AccessDenied, psutil.ZombieProcess):
+            pass
+
+def abort_and_cleanup(signum, frame):
+    print(colored("\nAborting and cleaning up...", "red"))
+    kill_group()
+    sys.exit(1)
+
+# Register signal handlers
+signal.signal(signal.SIGINT, abort_and_cleanup)
+signal.signal(signal.SIGTERM, abort_and_cleanup)
+
+# Create directory if it doesn't exist
+Path("/tmp/loona-perfstat").mkdir(parents=True, exist_ok=True)
+
+# Kill older processes
+for pidfile in Path("/tmp/loona-perfstat").glob("*.PID"):
+    if pidfile.is_file():
+        with open(pidfile) as f:
+            pid = f.read().strip()
+        if pid != str(os.getpid()):
+            try:
+                os.kill(int(pid), signal.SIGTERM)
+            except ProcessLookupError:
+                pass
+        pidfile.unlink()
+
+# Kill older remote processes
+subprocess.run(["ssh", "brat", "pkill -9 h2load"], check=False)
+
+LOONA_DIR = os.path.expanduser("~/bearcove/loona")
+
+# Build the servers
+subprocess.run(["cargo", "build", "--release", "--manifest-path", f"{LOONA_DIR}/Cargo.toml", "-F", "tracing/release_max_level_info"], check=True)
+
+# Set protocol, default to h2c
+PROTO = os.environ.get("PROTO", "h2c")
+os.environ["PROTO"] = PROTO
+
+# Get the default route interface
+default_route = subprocess.check_output(["ip", "route", "show", "0.0.0.0/0"]).decode().strip()
+default_interface = default_route.split()[4]
+
+# Get the IP address of the default interface
+ip_addr_output = subprocess.check_output(["ip", "addr", "show", "dev", default_interface]).decode().strip()
+
+OUR_PUBLIC_IP = None
+for line in ip_addr_output.split('\n'):
+    if 'inet ' in line:
+        OUR_PUBLIC_IP = line.split()[1].split('/')[0]
+        break
+
+if not OUR_PUBLIC_IP:
+    print(colored("Error: Could not determine our public IP address", "red"))
+    sys.exit(1)
+
+print(f"📡 Our public IP address is {OUR_PUBLIC_IP}")
+
+# Declare h2load args based on PROTO
+HTTP_OR_HTTPS = "https" if PROTO == "tls" else "http"
+
+# Launch hyper server
+hyper_env = os.environ.copy()
+hyper_env.update({"ADDR": "0.0.0.0", "PORT": "8001"})
+hyper_process = subprocess.Popen([f"{LOONA_DIR}/target/release/httpwg-hyper"], env=hyper_env, preexec_fn=set_pdeathsig)
+HYPER_PID = hyper_process.pid
+with open("/tmp/loona-perfstat/hyper.PID", "w") as f:
+    f.write(str(HYPER_PID))
+
+# Launch loona server
+loona_env = os.environ.copy()
+loona_env.update({"ADDR": "0.0.0.0", "PORT": "8002"})
+loona_process = subprocess.Popen([f"{LOONA_DIR}/target/release/httpwg-loona"], env=loona_env, preexec_fn=set_pdeathsig)
+LOONA_PID = loona_process.pid
+with open("/tmp/loona-perfstat/loona.PID", "w") as f:
+    f.write(str(LOONA_PID))
+
+HYPER_ADDR = f"{HTTP_OR_HTTPS}://{OUR_PUBLIC_IP}:8001"
+LOONA_ADDR = f"{HTTP_OR_HTTPS}://{OUR_PUBLIC_IP}:8002"
+
+servers = {
+    "hyper": {
+        "pid": HYPER_PID,
+        "address": HYPER_ADDR
+    },
+    "loona": {
+        "pid": LOONA_PID,
+        "address": LOONA_ADDR
+    }
+}
+
+SERVER = os.environ.get("SERVER")
+if SERVER:
+    if SERVER in servers:
+        servers = {SERVER: servers[SERVER]}
+    else:
+        print(f"Error: SERVER '{SERVER}' not found in the list of servers.")
+        sys.exit(1)
+
+H2LOAD = "/nix/var/nix/profiles/default/bin/h2load"
+
+endpoint = os.environ.get("ENDPOINT", "/repeat-4k-blocks/128")
+rps = os.environ.get("RPS", "2")
+clients = os.environ.get("CLIENTS", "20")
+streams = os.environ.get("STREAMS", "2")
+warmup = int(os.environ.get("WARMUP", "5"))
+duration = int(os.environ.get("DURATION", "20"))
+repeat = int(os.environ.get("REPEAT", "3"))
+
+# Mode can be 'perfstat' or 'samply'
+mode = os.environ.get("MODE", "perfstat")
+
+loona_git_sha = subprocess.check_output(['git', 'rev-parse', '--short', 'HEAD'], cwd=os.path.expanduser('~/bearcove/loona')).decode().strip()
+
+benchmark_params = f"RPS={rps}, ENDPOINT={endpoint}, CLIENTS={clients}, STREAMS={streams}, WARMUP={warmup}, DURATION={duration}, REPEAT={repeat}"
+print(colored(f"📊 Benchmark parameters: {benchmark_params}", "blue"))
+
+def gen_h2load_cmd(addr: str):
+    return [
+        H2LOAD,
+        "--warm-up-time", str(warmup),
+        "--rps", rps,
+        "--clients", clients,
+        "--max-concurrent-streams", streams,
+        "--duration", str(duration),
+        f"{addr}{endpoint}",
+    ]
+
+def do_samply():
+    if len(servers) > 1:
+        print(colored("Error: More than one server specified.", "red"))
+        print("Please use SERVER=[loona,hyper] to narrow down to a single server.")
+        sys.exit(1)
+
+    for server_name, server in servers.items():
+        pid = server["pid"]
+        address = server["address"]
+
+        print(colored("Warning: Warmup period is not taken into account in samply mode yet.", "yellow"))
+
+        samply_process = subprocess.Popen(["samply", "record", "-p", str(server["pid"])], preexec_fn=set_pdeathsig)
+        with open("/tmp/loona-perfstat/samply.PID", "w") as f:
+            f.write(str(samply_process.pid))
+            h2load_cmd = gen_h2load_cmd(server["address"])
+            subprocess.run(["ssh", "brat"] + h2load_cmd, check=True)
+        samply_process.send_signal(signal.SIGINT)
+        samply_process.wait()
+
+def do_perfstat():
+    import pickle
+    data_filename = f"/tmp/loona-perfstat/all_data.pkl"
+
+    all_data = None
+    if os.environ.get("FROM_DISK") == "1":
+        if os.path.exists(data_filename):
+            with open(data_filename, 'rb') as f:
+                all_data = pickle.load(f)
+            print(colored(f"Loaded all_data from {data_filename}", "green"))
+        else:
+            print(colored(f"Error: File {data_filename} does not exist.", "red"))
+            sys.exit(1)
+
+    if all_data is None:
+        all_data = {}
+
+        for server_name, server in servers.items():
+            pid = server["pid"]
+            address = server["address"]
+
+            print(colored(f"🏃 Measuring {server_name} 🏃 (will take {duration} seconds)", "magenta"))
+            output_path = tempfile.NamedTemporaryFile(delete=False, suffix='.csv').name
+
+            perf_cmd = [
+                "perf", "stat",
+                "--event", PERF_EVENTS_STRING,
+                "--field-separator", ",",
+                "--output", output_path,
+                "--pid", str(pid),
+                "--delay", str(warmup*1000),
+                "--repeat", str(repeat),
+                "--",
+                "ssh", "brat",
+            ] + gen_h2load_cmd(address)
+            if PROTO == "tls":
+                perf_cmd += ["--alpn-list", "h2"]
+
+            subprocess.run(perf_cmd, preexec_fn=set_pdeathsig, check=True)
+
+            # Read the CSV file, skipping comments and empty lines
+            data = []
+            with open(output_path, 'r') as f:
+                for line in f:
+                    if not line.startswith('#') and line.strip():
+                        print(f"Using CSV line: {line}")
+
+                        # Split the line by comma and strip whitespace
+                        row = [item.strip() for item in line.split(',')]
+
+                        # Ensure we have exactly 4 columns
+                        if len(row) >= 4:
+                            data.append({
+                                'value': row[0],
+                                'event': row[2],
+                                'stddev': row[3]
+                            })
+
+            print("Parsed CSV data:")
+            pp = pprint.PrettyPrinter(indent=4)
+            pp.pprint(data)
+
+            all_data[server_name] = data
+
+        # Save `all_data` to disk
+        import pickle
+        with open(data_filename, 'wb') as f:
+            pickle.dump(all_data, f)
+            print(colored(f"Saved all_data to {data_filename}", "green"))
+
+    print("All data:")
+    pp = pprint.PrettyPrinter(indent=4)
+    pp.pprint(all_data)
+
+    # Create a new workbook and select the active sheet
+    wb = openpyxl.Workbook()
+
+    ws = wb.active
+
+    if ws is None:
+        print(colored("Error: Could not find active sheet", "red"))
+        sys.exit(1)
+
+    default_font = Font(name='Courier New', size=11)
+    bold_font = Font(name='Courier New', size=11, bold=True)
+
+    # Initialize row counter
+    current_row = 1
+
+    # Add informative rows
+    informative_data = f"date: {time.strftime('%Y-%m-%d')}, loona rev: {loona_git_sha}"
+    ws.cell(row=current_row, column=1, value=informative_data)
+    ws.merge_cells(start_row=current_row, start_column=1, end_row=current_row, end_column=8)
+    merged_cell = ws.cell(row=current_row, column=1)
+    merged_cell.alignment = Alignment(horizontal='left')
+    merged_cell.font = bold_font
+    current_row += 1
+
+    informative_data = f"{endpoint} over {PROTO}, {repeat} runs each, {rps} reqs/s"
+    ws.cell(row=current_row, column=1, value=informative_data)
+    ws.merge_cells(start_row=current_row, start_column=1, end_row=current_row, end_column=8)
+    merged_cell = ws.cell(row=current_row, column=1)
+    merged_cell.alignment = Alignment(horizontal='left')
+    merged_cell.font = bold_font
+    current_row += 1
+
+    # Add informative rows
+    informative_data = f"{clients} clients with {streams} streams each, {duration}s total duration (including {warmup}s warmup)"
+    ws.cell(row=current_row, column=1, value=informative_data)
+    ws.merge_cells(start_row=current_row, start_column=1, end_row=current_row, end_column=8)
+    merged_cell = ws.cell(row=current_row, column=1)
+    merged_cell.alignment = Alignment(horizontal='left')
+    merged_cell.font = bold_font
+    current_row += 1
+
+    last_informative_row = current_row
+
+    # Add an empty row for spacing
+    current_row += 1
+
+    # Add header row
+    headers = ["event", "hyper", "", "loona", ""]
+    for col, header in enumerate(headers, start=1):
+        cell = ws.cell(row=current_row, column=col, value=header)
+        cell.font = bold_font
+
+    # Merge cells for "hyper" and "loona"
+    ws.merge_cells(start_row=current_row, start_column=2, end_row=current_row, end_column=3)
+    ws.merge_cells(start_row=current_row, start_column=4, end_row=current_row, end_column=5)
+
+    # Set alignment for merged cells
+    ws.cell(row=current_row, column=2).alignment = Alignment(horizontal='center')
+    ws.cell(row=current_row, column=4).alignment = Alignment(horizontal='center')
+
+    # Add subheader row
+    current_row += 1
+    subheaders = ["", "value", "stddev", "value", "stddev"]
+    for col, subheader in enumerate(subheaders, start=1):
+        cell = ws.cell(row=current_row, column=col, value=subheader)
+        cell.alignment = Alignment(horizontal='center')
+        cell.font = Font(bold=True)
+
+    # Center-align the merged cells
+    for col in [2, 4]:
+        cell = ws.cell(row=current_row-1, column=col)
+        cell.alignment = Alignment(horizontal='center')
+
+    # Process and add data rows
+    current_row += 1
+    for event in PERF_EVENTS:
+        event_name = event.split(':')[-1] if ':' in event else event
+        ws.cell(row=current_row, column=1, value=event_name)
+
+        for server in ['hyper', 'loona']:
+            col = 2 if server == 'hyper' else 4
+            if server in all_data:
+                server_data = next((item for item in all_data[server] if item['event'] == event), None)
+                if server_data:
+                    value_cell = ws.cell(row=current_row, column=col, value=float(server_data['value'].replace(',', '')))
+                    if event_name in ['cycles', 'instructions', 'branches', 'branch-misses', 'cache-references', 'cache-misses']:
+                        value_cell.number_format = '#,##0.0,, "B"'
+                    else:
+                        value_cell.number_format = '#,##0'
+
+                    stddev = float(server_data['stddev'].rstrip('%')) / 100
+                    stddev_cell = ws.cell(row=current_row, column=col+1, value=stddev)
+                    stddev_cell.number_format = '0.00%'
+
+        current_row += 1
+
+    # Adjust column widths
+    for col in ws.columns:
+        max_length = 0
+        column = None
+        for cell in col[last_informative_row+1:]:  # Skip all informative rows
+            if cell.value is not None:
+                try:
+                    cell_length = len(str(cell.value))
+                    if cell_length > max_length:
+                        max_length = cell_length
+                    column = cell.column_letter
+                except TypeError:
+                    # Handle cases where len() is not applicable
+                    pass
+        adjusted_width = (max_length + 2)
+        if column is not None:
+            ws.column_dimensions[column].width = adjusted_width
+
+    for row in ws.iter_rows(min_row=1, max_row=ws.max_row, min_col=1, max_col=ws.max_column):
+        for cell in row:
+            cell.font = default_font
+
+    # Save the workbook
+    excel_filename = f"/tmp/loona-perfstat/combined_performance.xlsx"
+    wb.save(excel_filename)
+    print(colored(f"Excel file saved as {excel_filename}", "green"))
+
+try:
+    if mode == 'perfstat':
+        do_perfstat()
+    elif mode == 'samply':
+        do_samply()
+    else:
+        print(colored(f"Error: Unknown mode '{mode}'", "red"))
+        print(colored("Known modes:", "yellow"))
+        print(colored("- perfstat", "yellow"))
+        print(colored("- samply", "yellow"))
+        sys.exit(1)
+except KeyboardInterrupt:
+    print(colored("\nKeyboard interrupt detected. Cleaning up...", "red"))
+    abort_and_cleanup(None, None)
+
+print(colored("🎉 All done! Bye bye! 👋", "cyan"))
+# kill_group_except_self()
diff --git a/scripts/perfstat.sh b/scripts/perfstat.sh
deleted file mode 100755
index 57cee3e3..00000000
--- a/scripts/perfstat.sh
+++ /dev/null
@@ -1,144 +0,0 @@
-#!/usr/bin/env -S bash -euo pipefail
-
-. /root/.cargo/env
-
-# Change to the script's directory
-cd "$(dirname "$0")"
-
-# Create a new process group
-set -m
-
-# Set trap to kill the process group on script exit
-trap 'kill -TERM -$$' EXIT
-
-# Create directory if it doesn't exist
-mkdir -p /tmp/loona-perfstat
-
-# Kill older processes
-for pidfile in /tmp/loona-perfstat/*.PID; do
-    if [ -f "$pidfile" ]; then
-        pid=$(cat "$pidfile")
-        if [ "$pid" != "$$" ]; then
-            kill "$pid" 2>/dev/null || true
-        fi
-        rm -f "$pidfile"
-    fi
-done
-
-#PERF_EVENTS="cpu-clock,context-switches,cycles,instructions,branches,branch-misses,cache-references,cache-misses,page-faults,$(paste -sd ',' syscalls)"
-PERF_EVENTS="cpu-clock,cycles,branch-misses,cache-misses,page-faults,$(paste -sd ',' syscalls)"
-
-LOONA_DIR=~/bearcove/loona
-
-# Build the servers
-cargo build --release --manifest-path="$LOONA_DIR/Cargo.toml" -F tracing/release_max_level_info
-
-# Set protocol, default to h2c
-PROTO=${PROTO:-h2c}
-export PROTO
-
-OUR_PUBLIC_IP=$(curl -4 ifconfig.me)
-if [[ "$PROTO" == "tls" ]]; then
-    HTTP_OR_HTTPS="https"
-else
-    HTTP_OR_HTTPS="http"
-fi
-
-# Launch hyper server
-ADDR=0.0.0.0 PORT=8001 "$LOONA_DIR/target/release/httpwg-hyper" &
-HYPER_PID=$!
-echo $HYPER_PID > /tmp/loona-perfstat/hyper.PID
-echo "hyper PID: $HYPER_PID"
-
-# Launch loona server
-ADDR=0.0.0.0 PORT=8002 "$LOONA_DIR/target/release/httpwg-loona" &
-LOONA_PID=$!
-echo $LOONA_PID > /tmp/loona-perfstat/loona.PID
-echo "loona PID: $LOONA_PID"
-
-HYPER_ADDR="${HTTP_OR_HTTPS}://${OUR_PUBLIC_IP}:8001"
-LOONA_ADDR="${HTTP_OR_HTTPS}://${OUR_PUBLIC_IP}:8002"
-
-# Declare h2load args based on PROTO
-declare -a H2LOAD_ARGS
-if [[ "$PROTO" == "h1" ]]; then
-    echo "Error: h1 is not supported"
-    exit 1
-elif [[ "$PROTO" == "h2c" ]]; then
-    H2LOAD_ARGS=()
-elif [[ "$PROTO" == "tls" ]]; then
-    ALPN_LIST=${ALPN_LIST:-"h2,http/1.1"}
-    H2LOAD_ARGS=(--alpn-list="$ALPN_LIST")
-else
-    echo "Error: Unknown PROTO '$PROTO'"
-    exit 1
-fi
-
-declare -A servers=(
-    [hyper]="$HYPER_PID $HYPER_ADDR"
-    [loona]="$LOONA_PID $LOONA_ADDR"
-)
-
-if [[ -n "${SERVER:-}" ]]; then
-    # If SERVER is set, only benchmark that one
-    if [[ -v "servers[$SERVER]" ]]; then
-        servers=([${SERVER}]="${servers[$SERVER]}")
-    else
-        echo "Error: SERVER '$SERVER' not found in the list of servers."
-        exit 1
-    fi
-fi
-
-H2LOAD="/nix/var/nix/profiles/default/bin/h2load"
-
-ENDPOINT="${ENDPOINT:-/repeat-4k-blocks/128}"
-RPS="${RPS:-2}"
-CONNS="${CONNS:-40}"
-STREAMS="${STREAMS:-8}"
-WARM_UP_TIME="${WARM_UP_TIME:-5}"
-DURATION="${DURATION:-20}"
-TIMES="${TIMES:-1}"
-
-# Set MODE to 'stat' if not specified
-MODE=${MODE:-stat}
-
-if [[ "$MODE" == "record" ]]; then
-    PERF_CMD="perf record -F 99 -e $PERF_EVENTS -p"
-elif [[ "$MODE" == "stat" ]]; then
-    PERF_CMD="perf stat -e $PERF_EVENTS -p"
-else
-    echo "Error: Unknown MODE '$MODE'"
-    exit 1
-fi
-
-echo -e "\033[1;34m📊 Benchmark parameters: RPS=$RPS, CONNS=$CONNS, STREAMS=$STREAMS, WARM_UP_TIME=$WARM_UP_TIME, DURATION=$DURATION, TIMES=$TIMES\033[0m"
-
-for server in "${!servers[@]}"; do
-    read -r PID ADDR <<< "${servers[$server]}"
-    echo -e "\033[1;36mLoona Git SHA: $(cd ~/bearcove/loona && git rev-parse --short HEAD)\033[0m"
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diff --git a/scripts/syscalls b/scripts/syscalls
deleted file mode 100644
index 81e6fc06..00000000
--- a/scripts/syscalls
+++ /dev/null
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-syscalls:sys_enter_write
-syscalls:sys_enter_writev
-syscalls:sys_enter_epoll_wait
-syscalls:sys_enter_io_uring_enter
diff --git a/scripts/uv.lock b/scripts/uv.lock
new file mode 100644
index 00000000..cf786605
--- /dev/null
+++ b/scripts/uv.lock
@@ -0,0 +1,187 @@
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