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ETL/ELT · WEBHOOKS · IDEMPOTENT QUEUES

Data Pipelines & Integrations

ETL/ELT pipelines, webhooks, and third-party integrations.

01 / Core Capabilities

Webhook consumersBatch & streamingResilience

02 / Execution Pipeline

  1. 01
    Source audit

    Clarify architectural goals, constraints, and target SLAs.

  2. 02
    Modeling

    Design schemas, interfaces, and safety guardrails.

  3. 03
    Ingest

    Implement production modules with clean abstractions.

  4. 04
    Validate

    Validate with automated test harnesses and evaluations.

  5. 05
    Serve

    Deploy with CI/CD, observability, and zero-downtime rollout.

03 / Technical FAQs

01Batch or streaming?+
I implement both depending on freshness vs cost, using queues and idempotency for safety.
02How do you manage schema changes?+
Migrations, contract tests, and validation to keep producers/consumers in sync.
03Do you handle retries and dead letters?+
Yes, backoff, dedupe, DLQs, and observability for reliable delivery.