General Bots Blog

Multi-Agent AI Insights.

Deep dives into multi-agent AI, LLM orchestration, autonomous agents, agentic AI workflows, and the future of open source automation.

AI

BASIC for Everyone: The Sovereign Gateway to AI

How the world's most accessible programming language became the ideal foundation for LLM orchestration.

Development

Building LLM-Powered Enrollment Tools with BASIC

LLMs need a didactic bridge to execute actions in secure environments.

Enterprise

Beyond Chatbots: Enterprise LLM Orchestration

Transitioning from reactive chat to proactive, multi-step AI agents.

Analysis

Carl vs Wilson: Two AI Paths

Two teenagers, two AI philosophies — which path will you choose?

Efficiency

Cost-Effective Bot Orchestration: The Hybrid Strategy

Reduce LLM operational costs by up to 80% through intelligent routing.

Independence

Deswindonization: Breaking Free

Breaking free from vendor lock-in and embracing open source.

Trends

Digital Twins & AI

How digital twins powered by AI are transforming business operations.

Strategy

Escape from BigTech

TCO comparison: open source saves up to 87.5% over proprietary stacks.

Platform

Standardized AI Templates: Building the Digital Commons

Plug-and-play solutions for data interaction across any sector.

Analysis

The Illusion of Intelligence: Statistics vs. Understanding

Why LLMs are autocomplete, not thinking machines.

Market

The LLM Boom is Over

Why the hype cycle is settling and what matters now.

Analysis

LLM Myths 2025: A Didactic Deconstruction

Debunking prevalent misconceptions in enterprise AI.

Infrastructure

Protocol Imperialism: The OAuth2 Trap

How proprietary standards marginalize independent email.

Architecture

MCP is the new API

The Model Context Protocol is reshaping AI connectivity.

Design

No Forms: Conversational AI

Why the future is conversational, not form-based.

Security

Own Your Authenticator Stack

Take control of your authentication infrastructure.

Messaging

RCS vs. WhatsApp: The Architecture of Reach

Enterprise messaging protocol comparison.

Economics

The Big Tech Tax: Analyzing SaaS Inefficiency

The hidden costs of proprietary SaaS ecosystems.

Sustainability

SDG & AI: Democratizing Technology

How General Bots aligns with UN Sustainable Development Goals.

Economics

The Economic Impact of US Tariffs on AI

How trade policies accelerate open-source AI adoption.

Technical

What is an LLM? Deconstructing the Model

A practical guide to Large Language Models.

Open Source

Why Pragmatismo Selected Open Source

Our philosophy on open source: revive, innovate, community driven.