Fish Eye View

This is the personal blog of Azahar Machwe.

I am passionate about technology and using it to solve real world problems. This is the place to put those thoughts that keep me awake at night!

Latest from the Blog

Building A Multi-Agent System: Part 2

Part One of this post can be found here. TLDR is here. Upgrading the Multi-Agent System In this part I remove the need for a centralised router and instead package each agent as an individual unit (both a server as well as a client). This is a move from single server multiple agents to single…

Cost of Agentic

When we use Gen AI within a workflow with predictive interactions with LLMs we can attempt to estimate the cost and time penalties. Now agentic (true agentic – not workflows being described as agentic) is characterised by: This brings a whole new dimension to the cost and time penalty problem making it lot harder to…

Building A Multi-agent System: Part 1

This post attempts to bring together different low level components from the current agentic AI ecosystem to explore how things work under the hood in a multi-agent system. The components include: Part 2 of the post is here. As ever I want to show how these things can be used to build something real. This…

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