Staging environment

Cut Your Agent Architecture Decisions from Weeks to 30 Min

Hosted by Fikayo Adepoju

Tue, Apr 21, 2026

3:00 PM UTC (30 minutes)

Virtual (Zoom)

Free to join

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What you'll learn

Identify the Multi-Agent Trap

Recognize when "add another agent" is a reflex, not a solution, via a real case study of over-engineering

Apply the Task Decomposition Test

A diagnostic question to determine if you need specialized reasoning or just better tools

Map Your Problem to the Right Pattern

Leave with a concrete, defensible recommendation for your actual project, not "it depends"

Why this topic matters

You'll be learning a decision framework that will enable you ship reliable AI systems faster.   With this framework, you go from "leadership wants us to add more agents" to "here's exactly why we should or shouldn't do, and which pattern actually fits this problem”. Allowing you to eliminate months of debugging debt caused by wrong foundational decisions.

You'll learn from

Fikayo Adepoju

Founder | Instructor @ LinkedIn Learning

Why Trust Me?


  • 15+ courses published on LinkedIn Learning covering AI, building agents, and software engineering—teaching thousands of engineers the patterns that actually work in production.


  • 200+ technical articles on infrastructure, DevOps, scalability, and architecture for companies like CircleCI, Twilio, Sanity.io, Hookdeck, and more—I've written the deep-dives engineers reference when they're stuck.


  • Former Software Team Lead who's shipped production systems and led engineering teams through complex architectural decisions—I've made the multi-agent mistakes so you don't have to.


  • Founder of LangCasts, an AI engineering education platform built specifically to close the gap between "I followed a tutorial" and "I can architect reliable agentic systems."

Trusted by teams and individuals at

LinkedIn
CircleCI
Twilio
auth0 by Okta

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