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⚡ AI Lessons
Dev.to · Dima Statz
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
A GitHub Action That Fails the Build When Your Voice Agent Gets Worse
Drop a CI gate on your voice agent's call quality in under 15 minutes. Commit a baseline of golden calls, add one Action to your workflow, and let a bad prompt/
Dev.to · Dima Statz
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Fail the Build When Your Voice Agent Gets Worse
Voice agents regress in ways no unit test catches — slower, colder, less compliant. Here's how to assert on call quality in CI and emit the signals as OpenTelem
Dev.to · Dima Statz
📐 ML Fundamentals
⚡ AI Lesson
1mo ago
Measure, Don't Estimate: Labeling Speakers Without a Gated Model
Diarization usually means a gated, token-walled model. For the common two-speaker call, a few dozen lines of pitch clustering beat reaching for the big model. A
Dev.to · Dima Statz
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Your AI Voice Agent Is a Black Box. Here's How to Open It.
LangChain and LangSmith trace your agent when it types. The moment it speaks on a phone call, they see tokens, not audio. Here's how to get structured signals o
DeepCamp AI