Writing
Explore Chinonso Ani’s writing on django, with practical insights from technology, product, and digital transformation work.
Oct 01, 2025 ·
Payment architecture usually improves when gateway behavior stops leaking through the application. The useful progression is not one gateway, then many gateways; it is wrapper, service boundary, adapter contract, and explicit webhook verification.
Apr 04, 2026 ·
"No AI first" is not an anti-AI position. It is a sequencing decision: make the records, permissions, lifecycle states, and search behavior trustworthy before asking AI to summarize or retrieve them.
Feb 12, 2025 ·
Multi-tenancy sounds like one architectural decision until the first request enters the system. In practice, tenant context often gets resolved at the backend, the frontend, and the edge of routing, each with a different trust model.
Aug 15, 2023 ·
GraphQL starts clean when the project is small. Then every app wants fields, mutations, auth rules, and client types, and the schema file becomes the place where boundaries go to disappear.
Sep 05, 2023 ·
Content drift is easy to dismiss until production has the approved copy, staging has yesterday's blocks, and a developer's database has the only working page structure. At that point, "just copy it in the CMS" becomes deployment work with no review trail.
Jul 24, 2024 ·
A one-vote rule is only as strong as the last layer that can reject a duplicate write. In this Django voting system, that layer is the database constraint, while the surrounding audit and telemetry model creates a deliberate privacy tradeoff.
Dec 02, 2025 ·
A Django GraphQL API already describes what clients can ask for. MCP can turn that schema into an agent-facing tool surface, but the bridge still needs default-deny execution rules and protocol tests.
Chinonso Ani · http://chinonsoani.com/blog/tags/django/