Ask Claude to Harden Your Happy-Path Code by Adding Error Handling for Every Failure Mode
Code that works perfectly in development falls apart in production because real-world conditions are messy. Claude reads your happy-path implementation and systematically adds error handling for every way things can go wrong.
> read the checkout flow in app/Services/CheckoutService.php and
> add error handling for every failure mode — what happens if the
> payment provider is down, the user's cart is empty, the product
> is out of stock, or the database write fails?
Claude traces every operation that can fail — external API calls, database queries, file operations, user input — and wraps each one with appropriate error handling that's specific to the failure, not just a generic catch-all.
Before Claude:
$charge = $stripe->charges->create(['amount' => $total]);
$order = Order::create(['user_id' => $user->id, 'total' => $total]);
Mail::send(new OrderConfirmation($order));
After Claude:
try {
$charge = $stripe->charges->create(['amount' => $total]);
} catch (CardException $e) {
return response()->json(['error' => 'Your card was declined.'], 422);
} catch (ApiConnectionException $e) {
Log::error('Stripe unreachable', ['error' => $e->getMessage()]);
return response()->json(['error' => 'Payment service temporarily unavailable.'], 503);
}
$order = Order::create(['user_id' => $user->id, 'charge_id' => $charge->id]);
try {
Mail::send(new OrderConfirmation($order));
} catch (Throwable $e) {
Log::warning('Order confirmation email failed', ['order' => $order->id]);
// Don't fail the order — the email is non-critical
}
Notice how Claude makes different decisions for each failure — the payment failure blocks the checkout, but the email failure is logged and swallowed because the order already succeeded.
You can target specific areas:
> add timeout handling to every external HTTP call in this service
> add null checks for all the optional relationships this
> controller accesses — user->profile, user->subscription, etc.
> wrap the file upload in error handling — check file size,
> mime type, disk space, and permissions before writing
Happy-path code is a first draft. Error handling is what makes it production-ready — let Claude add it before your users find the gaps.
via Claude Code
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Set up Claude Code as an automated reviewer in your CI pipeline — on every pull request, it reads the diff, checks for bugs, security issues, missing tests, and convention violations, then posts its findings as a PR comment. Your human reviewers get a head start because the obvious issues are already flagged before they look.
Before deploying, tell Claude to read your project — migrations, environment variables, queue workers, scheduled tasks, caching, third-party integrations — and generate a deployment checklist that's specific to your app. Not a generic "did you run migrations?" list, but one that knows YOUR infrastructure and catches the things YOUR deploy can break.
Instead of writing a README from memory or copying a template, tell Claude to read your project and generate one that's actually accurate — real setup instructions from your config, real architecture from your directory structure, real API examples from your routes, and real prerequisites from your dependency files.