Sola-Aremu 'Pelumi

Sola-Aremu 'Pelumi

Software Engineer, MonitorLizard

Pelumi and Ridwan are engineers with experience building and maintaining Production Elixir Applications at companies such as Bank of America, Juicyway and MonitorLizard. Ridwan is the Vice President of Engineering at Juicyway, and Pelumi is a Software Engineering Vice President at Bank of America.

They are ardent Elixir evangelists.

Talk:
Whisperer: An Elixir-Based Multi-Agent Workflow Framework

Whisperer is a framework for building and orchestrating multi-agent AI systems or any form of workflow-related system.

At MonitorLizard (an opentelemetry-based Agentic AI-powered Observability platform), we needed a simple way of building and orchestrating observability-based agents, which help teams investigate and fix production issues. This led to the creation of Whisperer, which we’ve recently open-sourced.

At its core, Whisperer is a set of behaviours for defining agents and a fault-tolerant orchestrator capable of sequencing and executing these agents by leveraging the power of LLMs. Whisperer is a framework instead of a library; it lets you decide what implementations to use for your agents and sequencing strategy while abstracting away the hassle of orchestration.

In the ever-changing landscape of LLMs and Agentic systems, where implementation changes often, Whisperer serves as a solid blueprint for utilising improvements in the space while keeping the core stable.

Key Takeaways:

  • Building and orchestrating multi-agent workflows
  • Understanding AI agents and making multi-agent systems fault-tolerant
  • Mental models for thinking about agents as functions or services.

Target Audience:

  • Developers
  • Academics
  • Companies
  • AI Enthusiasts