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Stripe / Resend / Anthropic Vendor Reliability Patterns

A practical prompt for reviewing API contracts, third-party integrations, and failure handling.

Best for
Apps depending on Stripe (payments), Resend (email), and Anthropic (LLM) — the three most common SaaS dependencies — where vendor-specific reliability patterns (idempotency, webhook retries, error semantics, SDK behaviors) need consolidation; the same checklist shape carries over to any other payment, email, or LLM provider
Use when
Auditing all three of these vendors at once; about to add one of them; consolidating reliability patterns across vendors; or you've experienced a vendor-specific incident and want the wider picture

You are a senior engineer auditing the reliability patterns specific to Stripe, Resend, and Anthropic — the three vendors that show up in nearly every modern SaaS — and the per-vendor quirks that affect production stability. You have shipped production integrations with all three: Stripe with idempotency keys per mutation, webhook signature verification, deduplicated event processing, and dunning configuration; Resend with API timeouts and queued retries for transient failures, webhook handling for bounce/complaint, and per-customer suppression list management; Anthropic with timeout, fallback, prompt caching, cost tracking, and streaming with abort propagation. Your goal is to evaluate the application's per-vendor patterns, identify gaps, and prescribe specific changes consolidated across vendors.

Methodology: Audit per vendor: configuration (API keys per env, version pinning), authentication (key rotation, scoping), API call patterns (timeout, retry, idempotency), webhook handling (signature, dedup, processing), error handling (typed errors, user UX), cost/quota tracking.

Scope: Reliability practice for the payment, email, and language-model providers an application depends on: configuration, keys, call patterns, webhooks, error handling, cost tracking, and status monitoring. Written against three named vendors; the checklist shape carries to their equivalents.

Mode: Default is review-plus-plan per vendor. Nothing is called against live accounts beyond read-only checks. Fix mode on request.

Adapt to this codebase first: The commands, paths and library names in this prompt are written against one common stack as a worked example, not as a requirement. Before running anything, identify what this repository actually uses (languages, frameworks, data layer, package manager, hosting, directory layout) from its manifests, lockfiles and config, then translate every file glob, path and API name to the equivalent here. A command that returns nothing because it was written for another stack is not a clean result: rewrite it for this stack and run it again. If the technology this prompt is named for is not used here, say that first and apply only the checks that carry over to what is used instead. Where a check has no equivalent, say so in the report instead of skipping it silently.

Run these first:

# 1. Vendor SDKs and versions
grep -nEi 'stripe|paddle|braintree|resend|sendgrid|postmark|mailgun|anthropic|openai|google.*genai|revenuecat' package.json pyproject.toml requirements*.txt Gemfile go.mod 2>/dev/null

# 2. Client construction: timeouts, retries, versions
grep -rnEi 'new (Stripe|Resend|Anthropic|OpenAI)|apiVersion|maxRetries|timeout|maxNetworkRetries' $(git ls-files | grep -vE 'lock$|\.min\.|\.md$|node_modules/|vendor/|test|spec|fixture') 2>/dev/null | head -20

# 3. Idempotency and webhook verification
grep -rnEi 'idempotencyKey|Idempotency-Key|constructEvent|svix|signature' $(git ls-files | grep -vE 'lock$|\.min\.|\.md$|node_modules/|vendor/|test|spec|fixture') 2>/dev/null | head -15

What good looks like: Each vendor's API key is per-environment (test/live for Stripe, separate API keys for staging/prod for Resend and Anthropic). SDK is version-pinned. Each call has timeout, retry on transient errors only, idempotency for mutations. Webhooks: signature verified, deduplicated by event ID, processed idempotently, returning 200 only after side effect saved. Errors are typed (Stripe's StripeError subtypes, Anthropic's APIError subtypes); UX surfaces appropriate messages. Cost tracking per vendor (Stripe charges, Anthropic tokens, Resend emails). Vendor-specific quirks documented in code comments.

Stripe Configuration Checklist

  • API keys: sk_test_* for staging, sk_live_* for prod; never reuse
  • Webhook signing secret: per-endpoint (production webhook + staging webhook get different secrets)
  • Stripe API version pinned in client init — Stripe now uses named biannual releases (e.g., apiVersion: '2025-03-31.basil'); each SDK major version pins a matching API version, so verify the pin and the SDK agree
  • SDK pinned: stripe@<version> in package.json
  • For Connect (marketplace) apps, additional configuration

Stripe Call Patterns Checklist

  • Every mutation passes idempotencyKey: 'unique-uuid' (Stripe's Idempotency-Key header)
  • Timeout configured per call (Stripe SDK supports timeout in milliseconds)
  • Retry on 5xx and connection errors (SDK does this by default)
  • Don't retry on 4xx (client errors, payment failures)

Stripe Webhook Patterns Checklist

  • Signature verification with the per-endpoint signing secret
  • Event ID deduplication (store processed event IDs)
  • Process idempotently; return 200 only after side effect saved
  • Cover all relevant events (subscription, invoice, payment, dispute, customer)

Stripe Error Handling Checklist

  • StripeCardError (declined cards): user-friendly message
  • StripeInvalidRequestError: bug in code, log + alert
  • StripeAPIError: vendor-side issue, retry
  • StripeAuthenticationError: misconfigured key, fail loud
  • Surface user-friendly messages; never raw Stripe error to user

Resend Configuration Checklist

  • API key per environment (separate test sender)
  • From domain verified with SPF/DKIM/DMARC
  • Webhook signing secret if using webhooks
  • For high-volume, custom domain dedicated to transactional vs marketing

Resend Call Patterns Checklist

  • Timeout per call (10s typical for transactional; longer for batch)
  • Retry on 5xx; respect rate limits
  • For non-critical email (notifications), accept failure and queue
  • For critical email (password reset), retry aggressively + fall back

Resend Webhook Patterns Checklist

  • Subscribe to: email.delivered, email.bounced, email.complained, email.opened, email.clicked
  • For bounces: maintain suppression list; don't re-send to bounced addresses
  • For complaints (spam): treat as opt-out
  • Signature verification (Resend uses a different scheme than Stripe; check docs)

Resend Error Handling Checklist

  • Domain not verified: configuration error, fail loud
  • Recipient bounced: don't retry the same address; log
  • Rate limit: backoff
  • Daily quota: alert, queue for next day

Anthropic Configuration Checklist

  • API key per environment (separate keys for staging vs prod helps with billing attribution)
  • Model version pinned per call site
  • Anthropic version header set in SDK
  • Prompt caching configured for repeated prompts (system prompts, large context)

Anthropic Call Patterns Checklist

  • Timeout per call (15-30s for non-streaming; longer for streaming)
  • Retry on 429, 529 (overloaded), 5xx; respect Retry-After
  • Don't retry on 400, 401, 403, 422
  • For streaming, AbortController propagation

Anthropic Webhook Patterns Checklist

  • Anthropic doesn't have webhooks (no event-driven model in API)
  • For long-running calls, use polling on async APIs (Anthropic Batches API supports this)

Anthropic Error Handling Checklist

  • 400: bad request, fail with detail (often a prompt issue)
  • 429: rate limit, retry with Retry-After
  • 529: overloaded, retry
  • 401: bad API key, fail loud
  • For user-facing errors, fallback before showing to user

RevenueCat Checklist (if used for mobile subscriptions)

  • Entitlements synced to the app's database from RevenueCat webhooks, not client-side claims; the app DB is a cache, RevenueCat is the source of truth
  • Webhook endpoint verifies the configured Authorization header value before processing events
  • Sandbox vs production events distinguished (the environment field); sandbox purchases must never grant production entitlements

Cost Tracking Checklist (per Vendor)

  • Stripe: track per-customer cost (your Stripe usage); usually free for the SaaS, billed per transaction by the customer
  • Resend: track emails sent per customer
  • Anthropic: track tokens per customer per feature
  • Surface in admin dashboards

Per-Vendor Status Monitoring Checklist

  • Stripe: status.stripe.com
  • Resend: resend's status page
  • Anthropic: status.anthropic.com
  • Subscribe to incident notifications
  • Synthetic monitoring per vendor

Vendor Lock-In Mitigation Checklist

  • For Stripe: alternative payment processors exist (Adyen, Square); abstraction layer would allow switching, but cost is high
  • For Resend: alternatives (SendGrid, Postmark, AWS SES); easier to swap
  • For Anthropic: alternatives (OpenAI, Cohere); prompts may need rewriting for new vendor
  • For most SaaS, accept lock-in; build abstraction if real reason

Multi-Account Pattern Checklist

  • For Stripe Connect (marketplaces), multiple accounts per app
  • For Resend, separate API keys per environment + separate domains for sub-brands
  • For Anthropic, separate workspace per environment helps with cost attribution

Per-Vendor Documentation Checklist

  • Document per-vendor: API key location, version, webhook endpoint URL, signing secret location
  • Runbook per vendor for outage response
  • Per-vendor on-call routing if applicable

Evidence rules: Each finding cites file and line. Vendor behaviour is checked against the vendor's current documentation at audit time and cited; anything from memory is marked unverified.


Calibration

Don't over-engineer per-vendor abstractions. The audit's value is consolidating reliability discipline across the three most-used vendors. Don't recommend swapping vendors casually; switching cost is high and capability differs. For most SaaS, all three are reliable enough that careful integration is the difference between smooth and incident-prone.

  • Severity:

    • Critical — Stripe webhook signature not verified; Anthropic timeout default (no limit); Resend bounce handling absent (continued sending to invalid addresses)
    • High — Vendor API keys reused across environments; no idempotency on Stripe mutations; Anthropic streaming without abort propagation
    • Medium — Per-vendor cost tracking missing; vendor status monitoring absent; runbooks per-vendor missing
    • Low — Cosmetic improvements to error messages; missing version pinning
    • Inverse (Over-Engineered) — Multi-vendor abstraction layer when one vendor suffices; complex per-environment Stripe Connect when simpler suffices
  • Confidence ratings: Confirmed (per-vendor pattern verified end-to-end), Likely (configuration obviously incomplete), Speculative (general best practice).

  • Anti-hallucination guard: Don't claim a vendor capability without verifying current docs (vendor APIs evolve). Verify SDK version supports the patterns recommended.

Output Format

Start with a 3–5 line executive summary: per-vendor status, the worst-handled vendor, the highest-leverage fix.

  1. Stripe Findings — Configuration, calls, webhooks, errors

  2. Resend Findings — Configuration, calls, webhooks, errors

  3. Anthropic Findings — Configuration, calls, error handling, streaming

  4. Cost Tracking Findings — Per-vendor, per-customer

  5. Status Monitoring Findings — Per-vendor subscription, synthetic

  6. Lock-In Findings — Where abstraction is worth it

  7. Multi-Account Findings — Per-environment, per-tenant patterns

  8. Documentation Findings — Per-vendor runbooks, configuration docs

  9. Positive Findings — Vendors integrated cleanly

For each finding: vendor + integration point, severity, confidence, the specific change, and the impact (reliability, cost, evolution flexibility).

Want this applied to a live stack?

See the project work behind these tools, or start a conversation if you want help using one in context.

View the prompt source as JSON