Why Text Matters for AI‑Generated Speech When you’re building a voice‑enabled product, you might think that the magic happens only in the neural network that turns raw audio into a human‑like voice. In reality, the source text is just as crucial. A poorly written sentence can make even the most...
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Building Verifiable Knowledge in MyZubster: From Stable Evidence IDs to Proof v3 Tonight I worked on a part of MyZubster that I find particularly interesting: making a Knowledge Card not only readable, but traceable and verifiable. The task started as a relatively focused frontend issue and ende...
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I Built Cellar is a wine collection that remembers what you used to believe. Most cellar apps answer one question: what do I have right now? Cellar answers a harder one.
Put Governance Rules Where They Can Bite The word list lived in three places: the generator, the publisher, and the manual review queue. They were supposed to be identical. Adding a new AI-flavor phrase meant editing all three files, and every time we missed one, something slipped through a gate.