Practical notes from building and operating systems
Structured technical and operational writing about architecture, integrations, banking systems, SaaS, operations and knowledge transfer.
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Practical engineering notes
Designing an API Integration Layer Across Heterogeneous Systems
When several systems use different protocols, identifiers, currencies, error models, and release cycles, direct point-to-point calls create a mesh of assumptions. An integration layer earns its place by translating at explicit boundaries, preserving correlati…
Read articleREST vs SOAP in Enterprise and Financial Systems
REST and SOAP are not a modern-versus-legacy contest. The useful question is which contract, security profile, tooling ecosystem, message governance, and operational constraints the integration must satisfy. Financial systems often keep SOAP where formal sche…
Read articleAPI Gateway: When You Need It and When You Don't
An API Gateway is valuable when many clients and services need shared edge policies such as authentication handoff, TLS termination, rate limits, routing, request size limits, and observability. It is not a substitute for service authorization, domain validat…
Read articleProduction Patterns for Timeouts, Retries and Resilience
Resilience starts by accepting that dependencies will be slow, unavailable, or ambiguous. A timeout bounds how long you wait; a retry decides whether another attempt is safe; backoff prevents synchronized pressure; a circuit breaker stops sending work to a de…
Read articleBuilding Complete Audit Trails for Critical Integrations
A critical integration needs more than application logs. An audit trail is durable business evidence: actor, action, target, before/after meaning where appropriate, timestamp, authorization context, correlation, and outcome. It should survive log rotation and…
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