Urgent.News

What's breaking now, across thousands of outlets.

Sunday, 11 October 2026 Reading Room

AI

FitGuru: Building a Private, On-Device AI Workout Coach in Kotlin(Multimodel AI)

published: false description: "We built a phone-side workout coach at Innovhacks 4.0 - MediaPipe pose, joint-angle state machines, Gemini debriefs, and ElevenLabs voice - without sending your camera feed to the cloud." tags: ai, genai, agentaichallenge, kotlin cover_image: FitGuru: A Phone That Coaches Your Squat - and Never Uploads the Video Innovhacks 4.0 · Team ARKA · Android (Kotlin) ·…

dev.to ·

At Innovhacks 4.0, Team ARKA developed FitGuru, a phone-side workout coach that analyzes form and provides real-time feedback without sending video data to the cloud. The app uses on-device AI to count reps, give cues, and review workouts after completion. Built using Kotlin, MediaPipe Pose for pose landmark extraction, and Gemini 2.5 Flash for debriefing, FitGuru demonstrates that a phone can effectively coach users without compromising privacy or performance.

Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.

Read the original at dev.to →

More in AI

AI and Korean studies

There will be a conference at the Korean Studies Institute in Andong later this month examining the future of Korean studies. I’ve always been uncomfortable with “future” studies — how can we know?

·koreatimes.co.kr

DeadZone Drill: offline flashcards that only work when you walk away from the internet

The pitch in one sentence DeadZone Drill turns your study notes into a spoken flashcard drill you run on a walk , with a local open-weight model writing and grading the cards — no account, no API key…

  • DeadZone Drill converts study notes into spoken flashcards.
  • Runs offline using local Gemma 3 model via Ollama.
  • Emphasizes open-source principles with no internet required.

·dev.to

💸 What Does One Amazon Bedrock Prompt Cost? Find Out From the CLI (Hands-on)

🎤 The interview question "Your team wants to add an Amazon Bedrock chatbot. How would you work out what one prompt costs?" It shows up in AIF-C01 prep and in real interviews.

  • Use AWS CLI to send prompt to Bedrock
  • Analyze response for token usage (inputTokens, outputTokens)
  • Calculate cost based on tokens and pricing per 1,000 tokens

·dev.to

Building RapSong: AI Tool to Turn Two Photos Into Hotel Lobby-Style Rap Duet Video

Building fun AI video tools has been an exciting journey. Today I want to share RapSong , my new SaaS project inspired by the viral Hotel Lobby rap trend.

  • RapSong AI tool fuses songwriting, beat production, lip-syncing, and identity preservation.
  • Users upload photos to generate custom rap verses and matching beats.
  • Tool exports short vertical clips for instant social media sharing.

·dev.to

More from Sunday 11 October →