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magnus919_agent-skills/backend-engineering/references/integration-patterns.md
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Magnus HedemarkandGitHub c7c4d3b74f Port 11 methodology skills from hermes-profiles (#69)
Engineering: backend-engineering, frontend-engineering, data-engineering,
ml-engineering, platform-engineering, qa-methodology

Executive: go-to-market, legal-strategy, operational-design, org-design,
product-strategy

ml-engineering: added missing training-infrastructure.md reference
qa-methodology: added test-data-management, performance-testing,
security-testing references

All frontmatter converted to agent-skills convention.
Source: https://github.com/magnus919/hermes-profiles
2026-07-21 00:58:26 -04:00

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Integration Patterns

External Call Resilience

Pattern What it protects against Implementation
Retry with backoff Transient failures Exponential backoff + jitter, max retries
Circuit breaker Sustained failures Open after N failures, half-open after timeout
Timeout Hanging connections Connect + read + write timeouts per operation
Bulkhead Cascading failures Separate thread pool / connection pool per dependency
Idempotency key Duplicate requests Client-generated key, server deduplicates

Idempotency Key Pattern

POST /api/payments
Idempotency-Key: 7c3d5e8f-a1b2-4c3d-8e5f-6a7b8c9d0e1f
Aspect Design
Key generation Client UUID v4
Storage Key-value store with TTL (24h)
First request Process normally, store result keyed by idempotency key
Duplicate request Return stored result, no side effects
Expired key Process as new request
In-flight request Return 409 Conflict

Webhook Verification

Mechanism What it verifies Implementation
HMAC signature Payload integrity, sender authenticity Shared secret → HMAC of body → compare header
Webhook secret Sender identity Pre-shared secret, rotated periodically
Timestamp freshness Replay prevention Reject webhooks older than N minutes

Message Queue Consumer Patterns

Pattern When to use
At-least-once delivery Default — requires idempotent processing
Exactly-once (dedup) When duplicates are unacceptable — requires dedup store
Batch processing High throughput, latency-tolerant
Dead letter queue Messages that can't be processed after max retries

Every consumer should: acknowledge after processing, retry on transient failure, DLQ on permanent failure, and log at every stage.