Google requires a Privacy Policy and Terms of Service before any Gmail add-on can configure its OAuth consent screen. Here's how template reuse cut that work from 2 hours to 15 minutes — and what those documents actually need to say.
Five scenarios where an image generation API fails silently, charges incorrectly, or gets exploited — and the tests that caught each one before production.
My upstairs devices kept failing to connect to the second floor router. Here is how I diagnosed the real problem (a bridging misconfiguration) and applied three targeted fixes to get seamless roaming with OpenWrt.
The straightforward test cases almost never fail once the code is written. These five edge cases do — in production, at the worst moments. Here's what each one tests and why it matters.
How to implement Cloudinary, local file system, S3, and direct download as interchangeable storage backends behind a single Python interface — with notes on privacy controls, cleanup-on-failure, and why bytes don't lie about their format.
Before adding a single feature to Pilotflow, I read the entire existing codebase first. I found a reprocessing bug buried in the thread-tracking logic — the kind that causes silent data loss and is invisible until production.
The first version of Smart Assets Manager had one storage backend — Cloudinary. Within two weeks, three different use cases appeared that Cloudinary couldn't handle. Here's what the abstraction layer cost to build and what it prevented.
Before building Pilotflow, I was warned that a Gmail addon with inbox access would cost $50,000–$75,000 in security certification. The real number turned out to be 99% cheaper. Here's what I found.
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