Your Beauty AR Demo Is Smooth—Now Test the Session It Will Actually Run
A Beauty AR proof of concept can look perfect during a 30-second desk test and still struggle in the product you intend to ship. The tension is not…
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When an AI Leaves the DM, Make the Handoff Atomic
Users may prefer one AI assistant over another for the same reason they prefer a particular coworker: predictable behavior builds trust. That compar…
Don’t Let an MCP Crawl Your Community Chat: Build a Consent-Gated Knowledge Pipeline
A community member may be happy to answer a question in chat without volunteering that answer as permanent context for an AI assistant. That distinc…
A Spoken Prompt Should Never Reach Your Voice Companion’s Control Plane
A voice companion has an awkward security property: almost every legitimate input sounds like an instruction . “Speak more slowly” is a reasonable c…
The Translate Button Is Declarative; the Community Workflow Is Not
A translation button can make multilingual community chat look solved. The user clicks, translated text appears, and the implementation seems almost…
Build a Consent-First Welcome DM With Explicit Ownership
Joining a developer community can create an awkward tension: you want contact, but you do not necessarily want to announce your uncertainty in publi…