The Developer Journal
Engineering breakdowns, technical guides, speed benchmarks, and announcements straight from our core infrastructure team.
The Second Chance for Low-Resolution Footage: Bria Video Upscaling
Learn how Bria Video Increase Resolution can improve low-resolution footage, when AI upscaling helps, and how to check results for artifacts and lost detail.
From Headshot to Host: Building Talking-Avatar Videos with P-Video Avatar
Learn how P-Video Avatar turns a single portrait into a talking video using a script or audio track, with practical tips for better lip-sync and results.
One Voice, Many Performances: Inside MiMo VoiceClone
Discover how MiMo-V2.5-TTS-VoiceClone recreates voices from audio samples, controls emotion and delivery, and supports expressive speech synthesis.
The Fast-Response Claude: Where Haiku 4.5 Fits in Real AI Workflows
Explore Claude Haiku 4.5’s coding skills, computer-use capabilities, speed, strengths, limitations, and best use cases for AI applications.
Seedance Image-to-Video Models Compared: Full Guide
Compare Seedance V1 Lite, V1 Pro, Pro Fast, 1.5 Pro, 2.0, 2 Mini, and 2.5 for image-to-video generation, motion, audio, and creative workflows.
Nano Banana 2 Lite: Features, Uses & API Guide
Explore Nano Banana 2 Lite for fast AI image generation and editing, including its features, use cases, prompting tips, limitations, and API integration.
GPT Image 2.5 Flare: Features, Uses & API Guide
Discover GPT Image 2.5 Flare for fast AI image generation and editing, with practical use cases, prompting tips, quality settings, and API guidance.
Nemotron 3.5 ASR: Real-Time Multilingual Speech Recognition
Explore Nemotron 3.5 ASR, NVIDIA's compact multilingual speech recognition model for streaming transcription, live captions, voice agents, and audio processing.
ACE-Step v1.5 XL SFT: AI Music Generation Explained
Discover ACE-Step v1.5 XL SFT, an AI music-generation model with a large diffusion transformer, prompt guidance, creative use cases, and integration considerations.
Voxtral-Mini-3B-2507: AI Speech Transcription and Audio Understanding
Explore Voxtral-Mini-3B-2507 for speech transcription, audio summarization, multilingual understanding, voice-driven workflows, and API integration.
Qwen3.5-27B: Reasoning, Coding, and Multimodal AI in One Model
Explore Qwen3.5-27B's reasoning, coding, image understanding, long context, multilingual capabilities, and how to integrate it through WhollyAPI.
Llama-Guard-4-12B: Building Safer AI Applications with Text and Image Moderation
Learn how Llama-Guard-4-12B classifies text and image inputs, detects potential safety violations, and helps developers build AI moderation workflows.
Seedance-V1-Lite: Turning Simple Prompts into Moving Stories
Discover Seedance-V1-Lite, its text-to-video and image-to-video features, motion control, creative applications, and API integration.
Hailuo 2.3 Pro: Bringing AI-Generated Characters to Life with Realistic Motion
Explore Hailuo 2.3 Pro, including AI video generation, realistic motion, facial expressions, text-to-video, image-to-video, and API integration.
Hailuo 02 Standard: Features, Use Cases & AI Video Guide
Learn about Hailuo 02 Standard, including AI video generation, text-to-video, image animation, frame control, use cases, and API integration.
DeepSeek-V3.1: Features, Use Cases, and API Guide
Explore DeepSeek-V3.1, including its thinking modes, coding capabilities, AI agent features, API integration, use cases, and limitations.
Gemini Omni Flash 1.1: Features & API Guide
Gemini Omni Flash 1.1 is Google's AI video generation and editing model. Learn about its key features, text-to-video and image-to-video capabilities, API integration, practical use cases, and limitations in this developer-friendly guide.