Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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Google AI Search Mode Explained: What Changed and How to Optimize for It
Google's AI Search Mode is the biggest upgrade to search in 25 years. Learn what changed, how conversational search works, and what it means for your content.
How to Use AI Video Editing Tools: Google Omni vs Runway Aleph vs Seedance 2.0
Google Omni, Runway Aleph 2, and Seedance 2.0 each handle AI video editing differently. Compare strengths, weaknesses, and best use cases for each.
How to Prompt Claude Opus 4.8 Differently: Tell It What to Do, Not What to Avoid
Claude Opus 4.8 responds better to positive instructions with context than to negative constraints. Learn the prompting shift that improves output quality.
Five Internal Tools You Can Ship with AI in an Afternoon (and What Each One Costs)
Vendor approvals, CRMs, HR trackers, inventory dashboards, internal wikis — five internal tools you can describe to Remy in plain English, with a real $25–$60 per-build cost anchor.
What Is MCP for AI Video Workflows? How Claude Code Controls Generative Video Tools
MCP connectors let Claude Code control AI video platforms like Flora and Martini. Learn how to set up an MCP-powered video generation workflow.
How to Build a Portable AI Agent Stack That Survives Platform Lock-In
Anthropic's product is drifting toward enterprise developers. Here's a 4-step framework for building an AI operating system that works on any platform.
How Remy Apps Scale to Millions of Rows on Serverless SQLite
Remy gives every app a serverless SQLite database with per-tenant 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.