Agent Systems
Autonomous agents, multi-agent coordination, persona routing, and cognitive architectures.
22 articles
Getting Started with Sovereign AI: Your First Recipe
Beginner on-ramp to sovereign AI. Defines key terms — recipe compilation, signal routing, autonomous evaluation — and walks you through your first recipe capture in five steps.
How to Run Your Own AI Agent: OpenClaw + Qwen 3.5 + Telegram (Fully Local)
Build your own local AI agent that runs on your computer and talks to you through Telegram. No cloud, no subscriptions, just software and curiosity.
Audible Data Transmission: When Humans Become the Codec
How a 2016 experiment in encoding binary data as singable chant revealed principles we're only now rediscovering in AI development, demonstrating that human cognition has specific affordances that differ fundamentally from digital computation.
Capacity Review: The AI Workflow Engine That Actually Understands Vibe Coding (2025)
An honest, comprehensive review of Capacity.so for vibe coders and AI-assisted developers. Discover how this AI workflow automation platform transforms document-driven development, replaces multiple tools, and delivers production-ready workflows without the usual AI friction.
The Rise of Vibe Coding: Cursor 2.0 vs VS Code + Cline - Ultimate AI Coding Showdown 2025
Master vibe coding with this definitive comparison of Cursor 2.0 vs VS Code + Cline for AI-powered development. Build an infinite AI news generator, compare AI agents, and discover document-driven development techniques that supercharge your workflow.
Simulacra01: Complete Guide to Building Local AI Agents with OpenAI Agents SDK and Ollama Integration
A comprehensive guide to Simulacra01, a framework that integrates the OpenAI Agents SDK with Ollama for building locally-hosted AI agents with document analysis, custom agent creation, and advanced customization capabilities.
Complete Guide: Integrating OpenAI Agents SDK with Ollama for Local AI Agent Development
A comprehensive guide to integrating the OpenAI Agents SDK with Ollama for building locally-hosted AI agents, including document analysis, custom agent creation, and advanced implementation strategies.
Complete Guide: Integrating Rust's Burn Framework for AI Model Training and Local Deployment
A comprehensive guide to using Rust's Burn framework for AI model training, saving, and local deployment, including integration with Python and OpenAI agents for efficient, privacy-focused AI development.
Complete Guide: Integrating OpenAI Agents SDK with Rust's Burn Framework for Local AI Model Development
A comprehensive guide to integrating the OpenAI Agents SDK with Rust's Burn framework for building locally-hosted AI agents, including Python bindings with PyO3, model training, and deployment strategies.
ReasonAI: Complete Guide to Building Local-First AI Agents with Advanced Reasoning and Task Decomposition
A comprehensive guide to building intelligent AI agents with local privacy using the reasonai03 framework, featuring task decomposition, real-time reasoning streams, and local LLM integration with Ollama.
Custom AI Agent Framework: Next.js & Ollama Integration Guide
Complete Guide: Building an AI-Powered Next.js Application with Custom Agent Framework and Ollama Integration
A comprehensive guide to building a Next.js application with a custom agent framework that integrates with Ollama for local AI task automation, featuring real-time streaming, task decomposition, and interactive user interfaces.
Complete Guide: Building an AI-Powered Next.js Application with Mastra and Ollama Integration
A comprehensive guide to building a Next.js application with Mastra and Ollama integration for AI-powered task automation, featuring real-time streaming, agent workflows, and production-ready deployment strategies.
Complete Ollama Smolagents Integration Tutorial: Building Open Deep Research Agents with Local LLMs for Autonomous AI Research and Tool Usage
Step-by-step implementation guide for integrating Ollama with Smolagents framework to create powerful local AI agents capable of autonomous research, web searching, and multimodal content generation.
Announcing Loco LLM Hackathon 1.0: 24-Hour Global Sprint to Build Open-Source AI Tools with Local Large Language Models and Smolagents Framework
Comprehensive announcement and participation guide for the Loco LLM Hackathon 1.0, a global 24-hour event featuring competitive building of open-source AI tools using local LLMs and the new smolagents framework.
Mastering Open Deep Research: Complete Smolagents Setup Guide with GAIA Benchmark Performance and Production-Ready Agent Workflows
Comprehensive tutorial for setting up and optimizing Open Deep Research with Smolagents framework, featuring GAIA benchmark testing, multi-model support, and production-grade autonomous research agents.
Comprehensive Austin Homeless Survival Guide: Essential Resources, Legal Rights, and Personal Recovery Journey Through Adversity
Detailed survival guide for homelessness in Austin, featuring personal recovery story, comprehensive resource listings from shelters to employment opportunities, legal protections, healthcare access, and steps toward long-term stability.
Complete Guide: Building AI Agent-Based Cross-Platform Content Generator for Automated Social Media Distribution
Step-by-step tutorial for creating intelligent AI agents that automatically generate and distribute platform-optimized content across multiple social media networks using Python, APIs, and automation.
AI Instagram Feed Summarizer: Build Multi-Modal Persona Blog Generator
Reddit Blog Generator: Automate Reddit-to-Blog Posts with AI Personas
AI-Generated Deepfakes: Complete Guide to Persona-Based Content Creation and Ethical Implications
In-depth exploration of AI-generated deepfake technology, from persona encoding and LLM-based content generation to ethical concerns, censorship mechanisms, and the future of synthetic media creation.
Building AI Persona-Based Content Generator: Complete Python Tutorial with Jekyll Integration
Step-by-step guide to creating an intelligent blog post generator using Python, LLMs, and Jekyll. Learn to analyze writing styles, extract personas, and automate content creation with complete code examples.