Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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AMD's Ryzen AI Developer Center: Local AI Setup Without the ROCm Grind
AMD's Ryzen AI Developer Center ships with playbooks for ComfyUI, LM Studio, and Unsloth fine-tuning, cutting out manual ROCm and driver setup.
AMD Ryzen AI Max Plus 395: 128GB Unified Memory for Local LLMs
AMD's Ryzen AI Max Plus 395 pairs 128GB unified memory with a Radeon 8060S GPU, letting local rigs load 100B+ parameter models without a discrete GPU.
Depth Maps vs. Storyboards: A New Way to Control AI Video Composition
Depth maps are emerging as a layout tool for AI video generation, offering tighter control over composition than traditional storyboard frames.
Lucy 2.5: Real-Time AI Video Editing at 1080p for 2 Cents a Second
Dreamina's Lucy 2.5 restyles live video at 1080p/30fps using self-anchoring to stay stable, with API pricing far below typical video model costs.
Build a Free Overnight AI Video Pipeline Locally with ComfyUI
Skip per-second cloud video API costs. Learn how a local ComfyUI pipeline with Qwen Image and LTX Video batch-generates clips overnight for free.
Local LLM Speed Test: GPT-OSS, Qwen3.6 and Hermes on 128GB Unified Memory
Real token-per-second benchmarks for GPT-OSS 120B, Qwen3.6 MoE, and Hermes agents running locally on 128GB unified memory hardware.
Martini's Camera Motion Tool Lets You Plan Shots Before AI Generates Them
Martini added a Gaussian-splat camera motion controller and a persistent media library, letting filmmakers previs shots before AI video generation.
ByteDance Seed 1.0 Audio Gets Precision Dialogue Timestamp Pinning
ByteDance quietly upgraded Seed 1.0 audio generation with timestamp pinning for dialogue, tightening sync for AI voice and sound design work.
Seedance 2.5 Delay: Leaked Clips, Physics Nitpicks, Rival Model Buzz
Seedance 2.5 footage keeps leaking with no release date set, as physics quirks stall launch and rumors swirl of a rival challenging ByteDance.
AI Agent Automations in Claude, ChatGPT, and Grok: Which Platform Does It Best?
Claude Co-work, ChatGPT Work, and Grok all now support scheduled automations. Compare their capabilities, limitations, and best use cases for business.
How to Use AI for Secure Document Processing: Local Models, PII Detection, and Compliance
Learn how to use LM Studio and open-weight models to scan contracts for PII, mask credentials, and process sensitive files without sending data to the cloud.
How to Build an AI Subscription Audit Agent That Runs Monthly Without a Server
Use Claude Co-work cloud tasks to automatically audit recurring subscriptions, flag price increases, and email a monthly report. No server required.
How to Use ChatGPT Work Mode to Build a Live Website in Minutes
ChatGPT Work Mode can build and host a complete website from a single prompt. Learn the context sandwich method and how to get the best first draft.
Claude 1Password Integration: How AI Agents Can Log Into Websites Automatically
Claude can now use 1Password credentials to log into websites autonomously. Learn how it works, what stays private, and when to use it in your agents.
Claude Code In-App Browser: How to Use It for Web Research and Visual Editing
Claude Code's new in-app browser lets you annotate web elements and research without expensive APIs. Here's how to use it in your coding workflows.
How to Use Composio with Claude Co-work to Connect 1,000+ Apps to Your AI Agents
Composio gives Claude Co-work access to 1,047 apps via OAuth. Learn how to connect Gmail, Xero, Notion, and more to your scheduled cloud agents.
What Is the Context Sandwich? The Prompting Method That Gets Better AI Results
The context sandwich wraps your task with who you are and what good looks like. Learn this simple prompting framework for ChatGPT Work and Claude agents.
What Is an Enterprise RAG Knowledge Base? How Cerebras Built One That Actually Works
Most AI knowledge bases are hype. Cerebras built a RAG system answering 15,000 questions daily from Slack, GitHub, and Confluence. Here's how it works.
Open-Weight AI Reaches the Frontier: What Kimi K3 Means for Your Agent Stack
For the first time, an open-weight model matches frontier performance on coding. Here's what Kimi K3's release means for AI builders and agent stacks.
How to Run AI Locally on a Laptop With No Internet: LM Studio and Open-Weight Models
LM Studio lets you run AI models offline to process sensitive documents securely. Learn how to set it up and use it for PII detection and compliance.
What Is Bonsai 27B? The 1-Bit AI Model That Runs on Your Phone
Bonsai 27B is a 4GB one-bit model with 27 billion parameters that runs entirely on-device. Learn what it can and can't do and when to use it.
What Is ChatGPT Work Mode? OpenAI's Agentic Super App Explained
ChatGPT Work is a new agentic mode that does work for you instead of with you. Learn how it builds websites, runs tasks, and what makes it different.
What Is Inkling? Thinking Machines Labs' First Open-Weight Multimodal AI Model
Inkling is the first model from Mira Murati's Thinking Machines Labs. Learn its 952B parameter architecture, benchmarks, and how it compares to GLM 5.2.
What Is LoRA Fine-Tuning? How Enterprises Customize AI Models for Private Data
LoRA lets companies fine-tune AI models on proprietary data without full retraining. Learn how Discovery Bank and Bayer used it to build secure AI systems.