citizenhicks

thoughts on ai, multi-agent systems, and software engineering

Latest Posts

Understanding, as we understand it, is misunderstanding.

We tend to believe that we understand the things around us, especially the things we create. Engineers are the creators of systems; they understand what they have created and able...
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four winds that shape the land

The year 2025 is the year of agents, or so they say. Frankly, it looks like we are on the path to figuring out how to build agents in production...
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pandora was just looking for the truth untold

pandora’s search for the truth untold represents our relentless pursuit of knowledge, even when it risks chaos or destruction. this is exactly what happened when I decided to change my...
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About

indie ml engineer and ai enthusiast specializing in multi-agent systems and autonomous ai architectures. building the next generation of multi agent applications that enable complex startegic modeling, planning, and tool use. passionate about creating intelligent systems that can decompose problems, coordinate across specialized agents, and deliver sophisticated solutions through orchestrated workflows.

Multi-Agent Systems LangChain LangGraph smolagents Agent Orchestration ReAct Framework Monte Carlo Tree Search Autonomous Workflows LLM Agents Symbolic Reasoning Probability theory Reinforcement learning