diff --git a/.gitignore b/.gitignore
index 5aa08b2512527..08a544955f07c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -86,3 +86,4 @@ result
 __debug_bin*
 
 **/.claude/settings.local.json
+aitest-*.log
diff --git a/scripts/aitest.sh b/scripts/aitest.sh
new file mode 100755
index 0000000000000..d2fd8b20210fc
--- /dev/null
+++ b/scripts/aitest.sh
@@ -0,0 +1,298 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+# shellcheck source=scripts/lib.sh
+source "$(dirname "${BASH_SOURCE[0]}")/lib.sh"
+
+# Check required dependencies
+dependencies claude gotestsum awk go
+
+# Ensure we're in the project root
+cdroot
+
+# Default timeout in seconds (10 minutes)
+TIMEOUT=${1:-600}
+MAX_ITERATIONS=10
+
+# Log file for Claude output
+LOG_FILE="aitest-$(date +%Y%m%d-%H%M%S).log"
+
+# Coverage tracking - use temporary directory
+COVERAGE_DIR=$(mktemp -d)
+BASELINE_COVERAGE="$COVERAGE_DIR/baseline.out"
+CURRENT_COVERAGE="$COVERAGE_DIR/current.out"
+
+# Cleanup function
+cleanup() {
+	if [[ -d "$COVERAGE_DIR" ]]; then
+		rm -rf "$COVERAGE_DIR"
+	fi
+}
+
+# Set up cleanup on exit
+trap cleanup EXIT
+
+# Colors for output (keeping these for success/warn which lib.sh doesn't have)
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+NC='\033[0m' # No Color
+
+success() {
+	echo -e "${GREEN}[aitest SUCCESS]${NC} $1" >&2
+}
+
+warn() {
+	echo -e "${YELLOW}[aitest WARN]${NC} $1" >&2
+}
+
+# Read prompt from stdin
+log "Reading prompt from stdin..."
+prompt=$(cat)
+
+if [[ -z "$prompt" ]]; then
+	error "No prompt provided via stdin"
+	exit 1
+fi
+
+log "Received prompt (${#prompt} characters)"
+log "Logging Claude output to: $LOG_FILE"
+
+# Function to get coverage profile
+get_coverage() {
+	local output_file="$1"
+	log "Getting test coverage profile..."
+	if ! GOMAXPROCS=4 gotestsum --packages="./..." --rerun-fails=1 -- --covermode=atomic --coverprofile="$output_file" >/dev/null 2>&1; then
+		return 1
+	fi
+	return 0
+}
+
+# Function to extract coverage percentage from profile
+get_coverage_percentage() {
+	local profile_file="$1"
+	if [[ ! -f "$profile_file" ]]; then
+		echo "0.0"
+		return
+	fi
+
+	# Use go tool cover to get coverage percentage
+	go tool cover -func="$profile_file" | tail -n 1 | awk '{print $3}' | sed 's/%//'
+}
+
+# Function to compare coverage and generate diff if decreased
+check_coverage_change() {
+	local baseline_file="$1"
+	local current_file="$2"
+
+	if [[ ! -f "$baseline_file" ]]; then
+		log "No baseline coverage file found, skipping coverage comparison"
+		return 0
+	fi
+
+	if [[ ! -f "$current_file" ]]; then
+		warn "No current coverage file found, skipping coverage comparison"
+		return 0
+	fi
+
+	local baseline_pct
+	baseline_pct=$(get_coverage_percentage "$baseline_file")
+	local current_pct
+	current_pct=$(get_coverage_percentage "$current_file")
+
+	log "Coverage: baseline ${baseline_pct}%, current ${current_pct}%"
+
+	# Compare coverage using awk for floating point comparison
+	local decreased
+	decreased=$(awk -v current="$current_pct" -v baseline="$baseline_pct" 'BEGIN { print (current < baseline) ? 1 : 0 }')
+	if [[ "$decreased" == "1" ]]; then
+		warn "Coverage decreased from ${baseline_pct}% to ${current_pct}%"
+
+		# Generate coverage diff
+		local diff_output
+		diff_output="Coverage decreased from ${baseline_pct}% to ${current_pct}%
+
+=== BASELINE COVERAGE ===
+$(go tool cover -func="$baseline_file")
+
+=== CURRENT COVERAGE ===
+$(go tool cover -func="$current_file")
+
+Please fix the code to maintain or improve test coverage."
+
+		echo "$diff_output"
+		return 1
+	fi
+
+	return 0
+}
+
+# Get baseline coverage before starting
+log "Getting baseline coverage profile..."
+if ! get_coverage "$BASELINE_COVERAGE"; then
+	error "Failed to get baseline coverage profile"
+	exit 1
+fi
+
+# Initialize log file with header
+{
+	echo "=== AI Test Session Started at $(date) ==="
+	echo "Initial prompt:"
+	echo "$prompt"
+	echo ""
+} >"$LOG_FILE"
+
+# Function to detect if changes affect Go or TypeScript
+detect_test_type() {
+	local changed_files
+	# Get recently changed files (last 5 minutes or uncommitted changes)
+	if git status --porcelain | grep -q .; then
+		# Use uncommitted changes
+		changed_files=$(git status --porcelain | awk '{print $2}')
+	else
+		# Use recently changed files
+		changed_files=$(git diff --name-only HEAD~1 2>/dev/null || echo "")
+	fi
+
+	local needs_go=false
+	local needs_ts=false
+
+	while IFS= read -r file; do
+		if [[ "$file" == *.go ]]; then
+			needs_go=true
+		elif [[ "$file" == site/* && ("$file" == *.ts || "$file" == *.tsx || "$file" == *.js || "$file" == *.jsx) ]]; then
+			needs_ts=true
+		fi
+	done <<<"$changed_files"
+
+	echo "go:$needs_go ts:$needs_ts"
+}
+
+# Function to run tests and lint
+run_tests() {
+	local test_type="$1"
+	local go_tests="${test_type#*:}"
+	go_tests="${go_tests%% *}"
+
+	log "Running tests..."
+
+	local failed=false
+	local output=""
+
+	# Run Go tests if needed
+	if [[ "$go_tests" == "true" ]]; then
+		log "Running Go tests with coverage..."
+		if get_coverage "$CURRENT_COVERAGE"; then
+			# Check for coverage decrease
+			if coverage_diff=$(check_coverage_change "$BASELINE_COVERAGE" "$CURRENT_COVERAGE"); then
+				log "Coverage maintained or improved"
+			else
+				failed=true
+				output+="=== COVERAGE DECREASED ===\n$coverage_diff\n\n"
+			fi
+		else
+			failed=true
+			output+="=== GO TEST FAILURES ===\nTests failed during coverage collection\n\n"
+		fi
+	fi
+
+	# Only run lint if tests succeeded to avoid overwhelming context
+	if [[ "$failed" == "false" ]]; then
+		log "Running lint..."
+		if ! lint_output=$(make lint 2>&1); then
+			failed=true
+			output+="=== LINT FAILURES ===\n$lint_output\n\n"
+		fi
+	fi
+
+	if [[ "$failed" == "true" ]]; then
+		echo "$output"
+		return 1
+	else
+		return 0
+	fi
+}
+
+# Main loop
+log "Starting test-fix cycle (timeout: ${TIMEOUT}s, max iterations: $MAX_ITERATIONS)"
+start_time=$(date +%s)
+iteration=0
+
+while ((iteration < MAX_ITERATIONS)); do
+	iteration=$((iteration + 1))
+	current_time=$(date +%s)
+	elapsed=$((current_time - start_time))
+
+	if ((elapsed >= TIMEOUT)); then
+		error "Timeout reached after ${elapsed}s"
+		echo "=== FAILURE: Timeout reached after ${elapsed}s at $(date) ===" >>"$LOG_FILE"
+		exit 1
+	fi
+
+	log "Iteration $iteration (elapsed: ${elapsed}s)"
+
+	# Send prompt to Claude
+	log "Sending prompt to Claude..."
+
+	# Log the prompt for this iteration
+	{
+		echo "=== Iteration $iteration at $(date) ==="
+		echo "Prompt:"
+		echo "$prompt"
+		echo ""
+		echo "Claude response:"
+	} >>"$LOG_FILE"
+
+	# Send to Claude and capture output
+	if ! claude_output=$(echo "$prompt" | claude -p --dangerously-skip-permissions 2>&1); then
+		error "Claude command failed"
+		echo "Claude command failed: $claude_output" >>"$LOG_FILE"
+		exit 1
+	fi
+
+	# Log Claude's response
+	echo "$claude_output" >>"$LOG_FILE"
+	echo "" >>"$LOG_FILE"
+
+	# Check if Claude made any changes
+	if ! git status --porcelain | grep -q .; then
+		# No changes detected, check if this is the first iteration
+		if [[ $iteration -gt 1 ]]; then
+			error "No file changes detected after Claude's response. Bailing out."
+			echo "=== FAILURE: No changes made by Claude in iteration $iteration at $(date) ===" >>"$LOG_FILE"
+			exit 1
+		fi
+		warn "No changes detected, but this is the first iteration. Continuing..."
+	fi
+
+	# Detect what tests to run
+	test_type=$(detect_test_type)
+	log "Detected test requirements: $test_type"
+
+	# Run tests
+	if test_output=$(run_tests "$test_type"); then
+		success "All tests passed! Completed in $iteration iteration(s)"
+		echo "=== SUCCESS: All tests passed in $iteration iteration(s) at $(date) ===" >>"$LOG_FILE"
+		exit 0
+	else
+		warn "Tests failed, providing feedback to Claude..."
+
+		# Log the test failures
+		{
+			echo "Test failures:"
+			echo "$test_output"
+			echo ""
+		} >>"$LOG_FILE"
+
+		# Update prompt to include only the test failures
+		prompt="Fix these test failures:
+
+$test_output"
+
+		log "Updated prompt with test failures for next iteration"
+	fi
+done
+
+error "Maximum iterations ($MAX_ITERATIONS) reached without success"
+echo "=== FAILURE: Maximum iterations reached without success at $(date) ===" >>"$LOG_FILE"
+exit 1