Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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Agent Native: Build Apps Your AI Agent Can Actually Edit With You
Agent Native is an open-source TypeScript framework for apps where AI agents and humans edit the same live interface. Here's how it works.
How to Build a Personal AI News Digest System with a Coding Skill
Learn how to build an automated AI content engine that filters hundreds of daily sources into one digest using a free Claude Code skill.
Seven AI Power-User Techniques That Actually Save Time
Seven practical techniques experienced AI users apply daily, from voice dictation to always-on meeting agents and self-interview prompting.
How AI Models Now Reverse Engineer Apps Like Adobe and Premiere
AI models can now rebuild software like Photoshop without source code. Here's how reverse engineering benchmarks and clean room rules make this work.
How to Use Claude Motion to Make AI Videos (Step by Step)
Claude Motion turns text, screenshots, and links into editable animated videos. Here's how it works and how to actually use it.
Claude Motion Pricing: Which Plans Get It, and Is It Free?
Claude Motion is live on Team and Enterprise Claude plans only. Here's what that means for cost, access, and a likely wider rollout.
Gemini 4 Argon's Cybersecurity Skills: AI That Hunts Vulnerabilities
Gemini 4 Argon can find security flaws other AI models miss, raising both defensive promise and dual-use risk for vulnerability research.
Google Anti-Gravity Teamwork Preview: Multi-Agent Coding Explained
Google's Anti-gravity teamwork preview runs teams of AI agents in parallel for hours. Here's how the multi-agent orchestration actually works.
How to Install and Run Agent Native Slides Locally
Step-by-step guide to installing Agent Native Slides locally with Node, PNPM, and a connected model, including Ollama support.
How to Automate Your Business Workflow Using Claude Code
A step-by-step method for auditing your work, building evals, and turning repeatable tasks into automated Claude Code skills.
Gemini 4 Argon for Game Dev and 3D Coding: What Testers Found
Gemini 4 Argon tested on vibe-coded games, 3D worlds, and Excel clones versus Opus, Astra, and Muse Wonder. Here's how it actually performs.
Gemini 4 Argon: What's New in Google's Flagship Model
Gemini 4 Argon brings a 1M-token output ceiling, top coding benchmarks, and agentic tasks. Here's what changed in Google's new flagship model.
Gemini 4 Argon: Pricing, Access, and Where It Actually Ships
Gemini 4 Argon's intro API pricing, where it rolls out across Google's apps, and how it stacks up against Opus 5.5 and GPT-6.1 Sol.
Gemini 4 Argon vs GPT 6.1 and Claude Opus 5.5: Who Wins the Benchmarks?
Gemini 4 Argon takes on GPT 6.1, Claude Opus 5.5, and Muse Wonder across Deep Sweep, Terminal Bench, and Artificial Analysis scores.
What Is KV Cache? Why It Makes AI Coding Agents Dramatically Faster
KV cache explained: how key-value caching stops LLMs rereading old prompts, and why the speedup multiplies as agent conversations grow longer.
LFM2.5-24B-A2B Benchmarks: How It Beats Bigger MoE Models
LFM2.5-24B-A2B edges out larger MoE rivals on agentic and tool-use benchmarks while using far fewer active parameters per token.
How to Run LFM2.5-24B-A2B Locally for On-Device Agents
A practical guide to running Liquid AI's LFM2.5-24B-A2B mixture-of-experts model locally via Transformers, llama.cpp, MLX, and vLLM.
LMCache vs vLLM Caching: What Actually Speeds Up Coding Agents?
LMCache and vLLM's built-in KV caching both cut agent latency, but they solve different problems. Here's when each one actually matters.
MiniCPM-V 4.7 1B Tested: Can a Tiny Vision Model Actually Read?
Hands-on tests of MiniCPM-V 4.7 1B on clocks, OCR, handwriting, math, and coding reveal where this tiny vision model holds up and where it breaks.
Run MiniCPM-V 4.7 1B Locally: Ollama and llama.cpp Setup Guide
Install OpenBMB's MiniCPM-V 4.7 1B vision model locally with Ollama or llama.cpp. See VRAM usage, setup commands, and real test results.
Muse Wonder Full vs Standard Wonder: What KingBench 4 Actually Found
Meta's Muse Wonder Full tested against standard Wonder on six coding builds via KingBench 4, with scores, failures, and fixes checked.
Muse Wonder Full Pricing: What You Actually Pay to Use It
Muse Wonder Full costs $50 or $200 a month through Meta's subscription tiers, with no published pay-as-you-go API rate yet.
OpenAI's 700 Math Papers: What Narrow Superintelligence Really Means
OpenAI's unreleased model wrote 700+ math papers from single prompts. Here's why that breakthrough hasn't transferred to coding or business judgment.
Reverse Engineer Anything: The GitHub Repo That Clones App Features With AI
How the viral Reverse Engineer Anything (REA) repo uses a five-stage framework to help AI agents decompile and rebuild app features.