Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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What Is Claude Co-work? Anthropic's Desktop AI Agent Explained
Claude Co-work turns Claude into a desktop agent that organizes files, reviews contracts, and runs automations on your local machine.
What Is Context Engineering? Why It Matters More Than Prompt Engineering
Context engineering is about building the right environment for AI models, not writing perfect prompts. Here's how to apply it to your workflows.
What Is Gemini 3.5 Flash? Google's Pro-Level Performance at Flash Cost
Gemini 3.5 Flash delivers near-Gemini 3.1 Pro performance at a fraction of the cost. Here's what changed and when to use it.
What Is Google Gemini Omni? The Video Editing AI Model Explained
Google Gemini Omni is an 'anything in, anything out' model for video. Learn how its multi-turn editing and character consistency work.
What Is the LLM Wiki? Karpathy's Knowledge Base Architecture for AI Agents
Karpathy's LLM wiki turns raw files into a structured, agent-searchable knowledge base. Here's how the architecture works and how to build one.
How to Use Zapier for AI Agent Automation: Zaps, Templates, and Workflows
Zapier connects 9,000+ apps and now includes AI features for lead qualification, sentiment detection, and intelligent notifications.
How to Add Vision Capabilities to a Local AI Agent Without Blowing Your VRAM
Running a small LLM locally but need vision? Learn how to pair a lightweight vision model like MiniCPM-V with your text agent to handle screenshots and PDFs.
How to Build an AI Agent That Never Forgets: A Hybrid Memory Architecture
Combine automatic transcript capture, curated memory files, and vector search to build an AI agent that recalls client decisions from months ago on demand.
How to Build a Persistent Memory System for AI Agents: Memarch vs Hermes Compared
Compare Memarch and Hermes memory architectures for AI agents. Learn storage, injection, and recall strategies to stop your agent from forgetting everything.
What Is Anthropic's 2028 AI Leadership Essay? The Two Scenarios Explained
Anthropic published a concrete essay outlining two futures for US-China AI competition by 2028. Here's what it says, where it's right, and where it falls short.
How to Position Your Brand for AI Search: The Truth Layer Strategy
AI agents do the shopping now. Learn how to build a structured, provable truth layer so your product appears in AI-mediated searches and recommendations.
Claude Code Agent View: How to Manage Multiple AI Agents in One Terminal
Claude Code's new Agent View lets you track multiple running sessions, check status in real time, and send agents to the background. Here's how to use it.
Claude Code vs OpenAI Codex: How to Run Both on the Same Project
Learn how to switch between Claude Code and Codex on the same project without losing context, duplicating files, or breaking your workflow.
Claude Small Business Plugin Packs: What They Are and How to Use Them
Anthropic released pre-built plugin packs for small businesses covering payroll, invoicing, contracts, and more. Here's what's inside and how to set them up.
How to Use Google Pomelo to Create On-Brand Marketing Assets for Free
Google Pomelo scans your brand and generates social posts, ad creatives, and campaign ideas at no cost. Here's how to set it up and use it for your business.
MCP Servers vs CLI Tools for AI Agents: When to Use Each
CLI tools are for development and debugging. MCP servers are for production agent loops. Learn the difference and how to use both in the same project.
How to Use Storyboards and Character Sheets to Get Better AI Video Results
Learn how to use character reference sheets, storyboards, and location docs to improve consistency and control in AI video generation with Seedance 2.0.
What Is MiniCPM-V 4.6? A 1.3B Vision Model Built for Local AI Agents
MiniCPM-V 4.6 is a 1.3B parameter vision model that beats larger models on visual reasoning benchmarks. Learn why it's ideal for local agentic vision tasks.
What Is Seedance 2.0? The AI Video Model Beating Sora on Consistency
Seedance 2.0 is widely considered the best AI video model available. Learn how it handles character consistency, omni-reference, and multi-character scenes.
What Is the Interpretation Economy? How AI Agents Are Replacing Search
The internet is shifting from attention to interpretation. Learn how AI agents now filter purchasing decisions and what it means for your business strategy.
Zapier for AI Agents: How to Use Zaps to Automate Business Workflows Without Code
Zapier connects 9,000+ apps and now includes AI features for lead qualification, sentiment detection, and intelligent notifications. Here's how to get started.
What Is the Agent Harness? Why Scaffolding Matters More Than the Model
Cursor's research shows the same model scores 46% or 80% depending on the harness. Learn why your agent wrapper drives more performance than model choice.
What Is the AI Adoption Gap? Why 86% of Employees Can Use AI but Only 25% Do
IBM's CEO survey reveals a 61-point gap between AI capability and actual usage. Here's what's causing it and how to close it inside your organization.
How to Build an AI Agent That Runs While You Sleep: Scheduled Automations with Claude
From Claude Code cron jobs to Hermes scheduled tasks, here are three methods for deploying AI agents that run autonomously on a schedule without supervision.