Stop Sending Half-Sentences to OpenAI in a Tencent RTC Voice Companion
Voice-companion demos invite an obvious question: Which model makes the smartest or most charming character? That is rarely the first production dec…
DevOps
⚑ Report a ProblemLatest DevOps news from Tech News
All topics
agents
ai
api
architecture
automation
aws
backend
beginners
cloud
database
devchallenge
devops
docker
javascript
kubernetes
llm
machinelearning
mcp
node
opensource
performance
productivity
programming
python
security
showdev
testing
tutorial
typescript
webdev
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…
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…
Don’t Open Another Feedback Channel: Build an Owned Listening Sprint in Community Chat
A familiar community problem starts with a reasonable request: “Can we create a channel where people tell us what they need?” The channel is easy. O…