Engineering notebook

Notes from the system layer.

Practical thinking about reliable workflows, payment integrations, and the boundaries that make software easier to operate. Design guidance, not confidential project postmortems.

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3 notes found

Engineering note / 5 min read

Designing AI Workflows That Survive the Request

How to design event-driven AI workflows with durable scheduling, safe retries, controlled side effects, and human review.

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Engineering note / 5 min read

Multi-Tenant Boundaries Must Follow the Data

How to carry tenant authorization through APIs, database policies, caches, background jobs, and file access, with tests for cross-tenant isolation.

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Engineering note / 5 min read

Payment Callbacks Are Evidence, Not the Whole Ledger

A practical approach to authenticating payment events, handling duplicates, and reconciling provider records with application and accounting state.

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