John W. Little
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Orchestrating Intelligence: A Primer on Automated Workflows with Multiple AIs
HowTo

Orchestrating Intelligence: A Primer on Automated Workflows with Multiple AIs

Overcome complex information challenges with AI teamwork. This primer explains how chaining specialized AI models creates more efficient, flexible, and intelligent automated workflows.
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John Little
Model Deck: A Streamlined Single-File Interface for Ollama LLM Management
Coding

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.
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John Little
Python Environment Management in the Era of Vibe Coding: Why It Still Matters
HowTo

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.
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John Little
AI-Powered Threat Actor Personas
HowTo

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.
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John Little
The Thousand-Eyed Room
Fiction

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.
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John Little
Supercharging Ollama: Mastering System Prompts for Better Results
HowTo

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.
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John Little
The Citizen Analyst's Toolkit: Low-Tech Methods for Powerful Social Media Analysis
HowTo

The Citizen Analyst's Toolkit: Low-Tech Methods for Powerful Social Media Analysis

A practical guide to conducting sophisticated social media analysis using only AI assistants and well-crafted prompts, enabling journalists, researchers, and everyday citizens to extract meaningful insights from online conversations without specialized technical knowledge or infrastructure.
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John Little
How to Use AI to Make Sense of Your Home Firewall Logs
HowTo

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.
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John Little
The American (2010): A Psychological Analysis
Intelligence

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.
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John Little
KANBI: A Minimalist Kanban Board App
Coding

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.
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John Little
The Voice from Enceladus
Fiction

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.
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John Little
LLMs and Robotics: The Perfect Feedback Loop
AI

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.
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John Little
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