
More Than a Good Prompt: The 4 Memory Types of AI Agents
What makes an AI agent useful at enterprise level is not a long prompt or tool access. It is how the system handles working memory, durable knowledge, procedures, and past experience.
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Writing on AI, design, product thinking, workflows, and the systems behind better digital work.
Total records: 19
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Trackable topics: 37


What makes an AI agent useful at enterprise level is not a long prompt or tool access. It is how the system handles working memory, durable knowledge, procedures, and past experience.

How Google is reshaping AI agents, web development and the future of commerce.

Google I/O 2026 was less about flashy demos and more about a real platform shift: faster models, managed agents and AI systems that can actually act.

Elon Musk's post-app prediction sounds extreme, but Codex in the ChatGPT app shows why supervised AI workflows are already changing software.

Most CLAUDE.md files try to do too much. Here is the shorter, more practical version that actually helps in a real codebase.

Most custom AI skills fail because the routing, instructions, and scope are weak. Here are the six patterns that make them usable.

OpenAI Symphony shows how Linear and ticket based workflows can become the control plane for AI coding agents.

A practical guide to building your first real AI agent with projects, instructions, and tools, without writing code.

A curated list of 30 free APIs to save you thousands of hours on your next digital product without reinventing the wheel.

20 copy-pasteable agentic skills compatible with all AI coding tools.
A comprehensive, curated collection of the best resources, MCP servers, frameworks, and tools for Claude Code. Bookmark this page for your AI agent development.

Why AI models develop 'functional emotions' during training—and why understanding their internal 'desperation' is key to building safer products.
A practical framework for deciding where AI creates real product value, where it adds noise, and how to evaluate the right first step.

Why depth in one skill is no longer a moat, and why the Tree-Shaped Designer is the future of our industry in the AI era.
If you use Anthropic's Claude Code and you're not running /insights, you're missing the best feedback loop in the product.

A simple REM-sleep pass for Claude to turn raw session transcripts into durable project memory.
How I turned Claude Code from a default AI assistant into a personalized workflow — 9 skills, 55 plugins, daily routines, and the philosophy behind it all.

Anthropic's new labor market report reveals which jobs AI is actually coming for — and they're not the ones you'd expect parents to worry about.