Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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How Remy Apps Scale to Millions of Rows on Serverless SQLite
Remy gives every app a serverless SQLite database with per-app isolation, safe atomic rollbacks, and trivial export. Here's why that architecture scales for real business apps.
What Is AGI? Why Experts Still Disagree on Whether We're There
Demis Hassabis says we're nowhere near AGI. Marc Andreessen says it's already here. Learn what AGI actually means and why the debate matters for builders.
What Is an Agent Run? The New Unit of AI Product Analytics
Sessions measure user activity. Agent runs measure delegated work. Learn why the agent run is the right unit for measuring AI product performance.
What Is Claude Mythos? Anthropic's Next Model Class Above Opus
Claude Mythos is Anthropic's upcoming model tier above Opus, currently in limited cybersecurity preview. Learn what we know and when it's coming.
What Is Claude Opus 4.8? Anthropic's Most Honest Agentic Model Yet
Claude Opus 4.8 brings sharper judgment, improved honesty, and dynamic workflows for long-running tasks. Here's what changed and how to use it.
What Is Google Personal Intelligence? How AI Search Connects to Gmail and Photos
Google Personal Intelligence lets AI Search query your Gmail, Photos, and Calendar. Learn how it works, what data it accesses, and how to use it.
What Is Jagged Intelligence? Why AI Is Superhuman at Some Tasks and Terrible at Others
Jagged intelligence describes how AI models excel at some tasks while failing unexpectedly at others. Learn what this means for deploying AI agents safely.
What Is Anthropic's AI Alignment Philosophy? Why Claude Refused the Pentagon
Anthropic refused autonomous weapons and citizen surveillance contracts. Learn how their AI alignment philosophy shapes Claude and what it means for builders.
Claude Opus 4.7 vs GPT 5.5 on the DeepSuite Benchmark: Real-World Coding Results
DeepSuite is the first coding benchmark that matches real developer experience. See how Claude Opus 4.7 and GPT 5.5 compare on speed, cost, and output quality.
ElevenLabs Music V2 vs Suno AI: Which AI Music Generator Is Better?
Compare ElevenLabs Music V2 and Suno AI on voice quality, genre performance, token efficiency, and pricing to find the best AI music tool for your needs.
Google AI Search Mode Explained: What It Means for Your Workflows and Agents
Google's AI Mode is the biggest search upgrade in 25 years. Learn how conversational search, personal intelligence, and agents change how you work.
How to Use Google Gemini Omni for Storyboard-Driven Video Creation
Google Gemini Omni lets you direct video scenes using image storyboards and timestamp prompts. Learn how to control camera angles, terrain, and character swaps.
What Is the Hostile Reviewer Prompt? How to Catch AI Document Errors Before They Ship
The hostile reviewer prompt makes AI act as a skeptical auditor of its own output. Learn the exact prompt and how to use it in a RALF loop for knowledge work.
How to Use Google Flow for AI Video Editing: Omni Flash Tutorial
Google Flow is the professional platform for Gemini Omni video editing. Learn how to generate, edit, and remix videos using scene control and camera angles.
How to Orchestrate Multiple Claude Code Sessions for Large-Scale Automation
Learn how to chain multiple Claude Code sessions using the RALF loop pattern to handle large tasks without overwhelming a single agent context window.
10 Real Apps Built on Remy — and What Each One Reveals
A guided tour of 10 apps from the Debut gallery — the public showcase of full-stack apps people have shipped on Remy — and what each one reveals about the architecture.
Remy vs Lovable: Only One Ships a Native Full Stack
Both build apps from a description. Lovable stitches a stack from third-party services; Remy compiles a native full stack from one plan you own.
Running Local AI on AMD: ROCm, Ollama, and LM Studio Performance in 2026
AMD's ROCm platform now supports PyTorch, Ollama, LM Studio, and ComfyUI out of the box. Learn what's possible with a 32GB Radeon GPU for local AI workloads.
What Is the DeepSuite Benchmark? Why It's the Most Accurate AI Coding Test Yet
DeepSuite tests AI coding agents the way developers actually use them—short prompts, complex solutions. Learn why it beats SWEBench and what the results show.
What Is ElevenLabs Music V2? AI Music Generation with Multilingual Support
ElevenLabs Music V2 is a major upgrade for AI music generation. Learn its strengths, weaknesses, pricing, and how it compares to Suno and Stable Audio.
What Is Google Gemini Omni? The AI Video Editing Model from Google I/O 2026
Google Gemini Omni is a multimodal model for video editing, compositing, and remixing. Learn what it can do, how it works, and how to use it in Google Flow.
What Is the RALF Loop? How to Chain AI Coding Sessions for Autonomous Task Completion
The RALF loop automates multiple Claude Code or Codex sessions to complete large tasks without babysitting. Learn how it works and when to use it.
What Is ROCm? AMD's Open Compute Platform for AI and Deep Learning
ROCm is AMD's answer to CUDA—and it's finally production-ready. Learn how ROCm enables LLM inference, fine-tuning, and image generation on AMD GPUs.
What Is Spec-Driven Development? When the Spec Becomes the Source Code
Spec-driven development makes annotated prose the source language and code the compiled output. Here's what that means, why it works, and what it's best for.