MultiAgent

Agents Training Agents: A practical architecture for autonomous self-improvement

What if an AI agent could look at a piece of content and think, “Huh, I don’t know much about this”—and then do something about it? Not just flag it for a human. Actually go out, find relevant data, validate it, verify it, and eventually use it to improve itself. This isn’t science fiction. It’s a practical architecture I’ve been thinking about, and I want to walk you through it. ...

December 5, 2025 · 6 min · TechLife
Automated AI Content Pipeline Workflow

AI Content Pipeline: My Experience

AI Content Pipeline: My Experience Many AI systems have emerged. You got curious too. You wanted to create content and generate a blog post with AI. But your wish isn’t something overly artificial. If a human wrote it, it would be full and rich, perhaps supported with images and infographics. The n8n I mentioned before is tailor-made for this! Why? Let me explain: Data collecting n8n can collect data as you wish with a webscraper or RSS. Let’s say you chose the easier route: RSS. You got the URL data via RSS. n8n can make an HTML request to the relevant page with its web request component. In fact, with HTML Extract, it can take the page source, detect the content holder from within, and instantly get the content. ...

November 22, 2025 · 4 min · TechLife
Agentic AI Workflow Revolution 2025

2025's AI Revolution: Agentic Systems Take Over Workflows

The enterprise technology landscape is witnessing a seismic shift in 2025 as agentic AI systems move from experimental pilots to mission-critical infrastructure. Unlike traditional AI tools that simply assist with tasks, these autonomous agents can perceive their environment, make decisions, plan multi-step operations, and execute complex workflows with minimal human oversight. The numbers tell a remarkable story: 79-85% of organizations have already integrated AI agents into at least one workflow, marking one of the fastest enterprise technology adoptions in recent history. ...

November 17, 2025 · 7 min · TechLife