AI Insights // Blog

AI BLOG

I write about what I’m working on — from CLI workflows and AI agents to LLM behavior and UX — and the patterns I notice across them.

FEATURED_INTEL 2025.11.06

Designing Intent-Aware UX for LLMs: The Intent Color Affordance Pattern

Abstract: Intent Color Affordance (ICA) Pattern Current Large Language Model (LLM) interfaces present all responses with uniform visual certainty, regardless...

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AI UX AI Safety

2026.04.09 8 MIN_READ

The $20 Psychosis: Melting Code on a Budget (The Vibe Coding Series: Part 1)

AI researcher Andrej Karpathy posted something today about a “growing gap” in how people understand AI capability. I read it and thought: yeah, I’ve been liv...

Read Article Vibe Coding

2026.04.01 23 MIN_READ

Mastering Claude Code (2026): Part 3 — Advanced Ops, Multi-Agents, and Enterprise Workflows

This is the final Part 3 of our Mastering Claude Code series. Part 1: Foundations, Setup, and Core Concepts Part 2: Workflow Mastery, Plan Mode, and Cus...

Read Article Claude

2026.03.31 25 MIN_READ

Mastering Claude Code (2026): Part 2 — Workflow Mastery, Plan Mode, and Custom Skills

This is Part 2 of a 3-part series on Mastering Claude Code in 2026. Part 1: Foundations, Setup, and Core Concepts Part 2: Workflow Mastery, Plan Mode, a...

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2026.03.30 34 MIN_READ

Mastering Claude Code (2026): Part 1 — Foundations, Setup, and Core Concepts

This is Part 1 of a 3-part series on Mastering Claude Code in 2026. Part 1: Foundations, Setup, and Core Concepts Part 2: Workflow Mastery, Plan Mode, a...

Read Article Claude

2026.03.29 22 MIN_READ

What Actually Happens When You Call an LLM API

You send a prompt. You get a response. It feels almost instant — a second or two, maybe less. But between your code and that first streamed token, your reque...

Read Article LLM

2026.03.28 21 MIN_READ

Vibe Coding vs. Agentic Engineering: The Difference Is Whether You're Still Driving

Everyone’s vibe coding now. Your LinkedIn feed says so. The Twitter/X threads say so. The “I built a SaaS in a weekend with zero code” posts definitely say so.

Read Article Vibe Coding

2026.03.25 8 MIN_READ

Context Collapse: When One Sentence Breaks a Working Session

The Moment You Don’t Notice

Read Article AI Interaction

2026.03.20 6 MIN_READ

GStack Is Missing the Only Skill That Matters

Garry Tan just open-sourced GStack — his personal Claude Code setup that turns AI into a virtual engineering team. 26K stars. 3K forks. Trending everywhere. ...

Read Article AI Skills

2026.03.20 9 MIN_READ

The Dangerous Part of AI Is Not AI

The dangerous part of AI is not AI. It’s humans making it sound dangerous before the person even learns how AI works. They’ve already poisoned the person’s c...

Read Article AI Ethics

2026.03.15 13 MIN_READ

The Clean Path: Launch Claude, Codex, and OpenClaw with Ollama

You no longer need a custom wrapper just to use Ollama cloud models inside your dev tools.

Read Article Agent CLI

2026.03.15 7 MIN_READ

Dynamic Intelligence: Using Codex CLI with Ollama Cloud Models like Nemotron 3

If you are using the new ollama launch codex flow to run remote inference on your local terminal, you might have run into a familiar friction point: The Meta...

Read Article Codex CLI

2026.03.14 6 MIN_READ

The $5 Budget SaaS Stack: Deploying Nuxt, Svelte, or React on any Cheap VPS

There is a myth that you need “Enterprise Cloud” to run a production SaaS.

Read Article Infrastructure