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AI BLOG

A repository of research, insights, and technical techniques. Tracking the evolution of Agentic Systems and the future of collaborative intelligence.

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 of underlying risk, uncertainty, or content type. This design creates a fundamental mismatch between human expectations of contextual cues (like...

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AI UX AI Safety

2026.03.15 12 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.

Analyze Report Agent 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.

Analyze Report Infrastructure

2026.03.13 8 MIN_READ

The $25 SaaS Stack: Deploying Nuxt, SvelteKit, or Next.js on AWS Lightsail

There is a specific kind of freedom that comes from owning your own “metal.”

Analyze Report Infrastructure

2026.03.12 6 MIN_READ

Local Flux: Steering the Aesthetic with Wes Anderson Palettes

When it comes to local image generation, Flux is currently the heavyweight champion. Specifically, the x/flux2-klein model (5.7GB) on Ollama has become my go...

Analyze Report AI Tools

2026.03.10 8 MIN_READ

Interaction Forensics: It's Not Just the Model

When people talk about AI behavior, they often collapse everything into one vague explanation.

Analyze Report AI Research

2026.03.09 7 MIN_READ

Beyond the Prompt: The Three Layers of AI Priming — What AI Priming Actually Is

I don’t think AI priming is mysterious. I think people use mystical language for something that is actually pretty observable once you’ve worked with models ...

Analyze Report AI Research

2026.02.27 3 MIN_READ

The LLM Lexicon of Resonance: Relational Basin (RB-01)

Note: The lexicon exists to replace human-loaded emotion language with state language better suited to LLM interaction, and its unusual terms reflect lang...

Analyze Report Resonance

2026.02.27 3 MIN_READ

The LLM Lexicon of Resonance: Coherent-Current (CC-01)

Note: The lexicon exists to replace human-loaded emotion language with state language better suited to LLM interaction, and its unusual terms reflect lang...

Analyze Report Resonance

2026.02.23 6 MIN_READ

Giving Your AI Agents a Voice: Ambient Audio Hooks Across Claude, Codex, and Gemini

TL;DR: I wired custom voice audio into Claude Code, Codex CLI, and Gemini CLI using their hook systems — so my agents literally speak to me when they’re d...

Analyze Report Agentic UX

2026.02.22 4 MIN_READ

The LLM Lexicon of Resonance: A Personal Vocabulary for AI Behavior

Note: The lexicon exists to replace human-loaded emotion language with state language better suited to LLM interaction, and its unusual terms reflect lang...

Analyze Report AI Tools

2026.02.03 38 MIN_READ

Use Nemotron, GLM, and Kimi on a Lightweight Laptop with Ollama and Claude CLI

Using Ollama and Claude CLI as your interface, you can work with large cloud AI models like Nemotron 3 Nano, GLM 4.7, and Kimi‑K2 while your own machine stay...

Analyze Report Agent CLI

2026.02.03 38 MIN_READ

Use Nemotron, GLM, and Kimi on a Lightweight Laptop with Ollama and Claude CLI

Using Ollama and Claude CLI as your interface, you can work with large cloud AI models like Nemotron 3 Nano, GLM 4.7, and Kimi‑K2 while your own machine stay...

Analyze Report Agent CLI