Topic Product Development

A practical guide to AI API token optimization. See how conversation history, RAG documents, tool outputs and response length were reviewed to reduce input tokens from about 8,000 to 1,600 while preserving the information needed to answer users.

Publishing more articles does not automatically build authority. This guide explains how topical coverage, semantic SEO, original value, content cannibalisation management, internal links and site architecture work together to create a coherent knowledge system for AI-driven search.

This PoC turns Google Colab into a temporary WebSocket server for speech-to-speech AI. It combines faster-whisper large-v3, Gemini 2.5 Flash-Lite, VOICEVOX and Silero VAD, then improves latency through sentence buffering, streaming responses and parallel TTS generation.

A Gemini Live API PoC can deliver real-time voice conversations quickly, but production introduces concurrency, quotas, observability, model lifecycle and device-specific audio issues. This article explains why the architecture moved from direct browser access to LiveKit and Vertex AI.

GLB Texture Editor is a browser-based tool for editing 3D model textures and materials in real time. Upload a GLB file, adjust base color, roughness, metalness, transparency, UV mapping, position, rotation, scale, and projection settings, then preview and export the updated model.

This PoC converts large IFC models into optimized GLB files by BIM category for faster browser rendering. It demonstrates flexible layer controls, element data panels, smooth 3D navigation, and reduced z-fighting, while outlining a future automated IFC-to-GLB workflow.

Learn how Function Calling lets LLMs use external tools instead of performing every task themselves. This guide covers tool-use architecture, the evolution of coding agents, Structured Outputs, and a practical LangGraph and TypeScript implementation of the reasoning-and-action loop.

Is Unity overkill for 3D business apps? A 10-year Unity veteran explains the challenges and reveals the ultimate post-Unity tech stack using .NET and Three.js.

URDF is typically used in robotics, but it can also power interactive web showcases. This article explains how Three.js, web optimization and game animation techniques can turn CAD and URDF data into responsive 3D product catalogs that let users explore motion, structure and range of movement.

See how we built a DIY conveyor belt integrated with Arduino and cameras to automatically collect image data for deep learning.

gRPC is a robust open-source RPC framework used to build scalable and fast APIs for modern applications.

Retrieval-Augmented Generation (RAG) optimizes LLM outputs by referencing external knowledge securely.