John W. Little

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Model Deck: A Streamlined Single-File Interface for Ollama LLM Management

Model Deck: A Streamlined Single-File Interface for Ollama LLM Management

Model Deck offers a deliberate counterpoint to feature-heavy LLM interfaces—a single HTML file that streamlines interaction with local Ollama models while providing a solid foundation for custom extensions and experimental workflows.

Python Environment Management in the Era of Vibe Coding: Why It Still Matters

Python Environment Management in the Era of Vibe Coding: Why It Still Matters

A practical framework of prompts for managing Python environments in the AI coding era, showing why proper environment setup remains crucial even as code generation becomes increasingly automated.

AI-Powered Threat Actor Personas

AI-Powered Threat Actor Personas

A practical guide to using AI personas based on detailed hostile actor profiles to simulate threats, test security systems, and enhance defensive capabilities across domains. These digital twins can help organizations identify vulnerabilities through the eyes of sophisticated adversaries.

The Thousand-Eyed Room

The Thousand-Eyed Room

A digital interviewer extracts vital intelligence from an unsuspecting agent while analyzing every micro-expression and physiological response—revealing truths he never intended to share. In the shadowy world of modern espionage, technology sees everything while appearing merely human.

Supercharging Ollama: Mastering System Prompts for Better Results

Supercharging Ollama: Mastering System Prompts for Better Results

A practical guide to using system prompts with Ollama, featuring implementation methods and ready-to-use examples that significantly improve model outputs for coding, SQL generation, and structured data tasks.

How to Use AI to Make Sense of Your Home Firewall Logs

How to Use AI to Make Sense of Your Home Firewall Logs

A practical guide for decoding home router firewall logs using AI tools, with real examples to identify threats, fix connection problems, and enhance network security—designed to build your technical knowledge along the way.

The American (2010): A Psychological Analysis

The American (2010): A Psychological Analysis

Corbijn's stark thriller follows a solitary operative's final days in Italy, where a life of professional detachment encounters the possibility of connection only at its end.

KANBI: A Minimalist Kanban Board App

KANBI: A Minimalist Kanban Board App

Tired of application bloat, I have developed KANBI: a streamlined Kanban application featuring local storage, automatic backups, and only the essential task management functionality needed for effective workflow organization without unnecessary complexity.

The Voice from Enceladus

The Voice from Enceladus

An autonomous rover and its Earth-based twin demonstrate the future of AI-driven space exploration, using paired intelligence systems to overcome the communication barriers of deep space missions.

LLMs and Robotics: The Perfect Feedback Loop

LLMs and Robotics: The Perfect Feedback Loop

The convergence of language models and robotics creates a powerful feedback loop that promises to overcome existing training limitations while accelerating innovation in both fields.

President Washington Is Waiting

President Washington Is Waiting

An experimental AI assessment system replaces traditional history essays by having students converse with personalized historical figures who adapt to each student's knowledge level, probe for understanding, and identify gaps.