EPISODE · Jan 22, 2026 · 6 MIN
Context-Aware AI Agent Design for Operational Systems
from ByteSized · host kylerturnbull
This episode focuses on why AI agents must be designed with context and system awareness. We discuss how different operating environments require different control strategies, why rule-based agents depend on clear process definitions, and how a systems view helps prevent overcorrection and unintended downstream impacts. Watch the full episode here: https://youtube.com/live/LhvERENSdcA?feature=share Connect with me on LinkedIn https://www.linkedin.com/in/kylercheatham/ Follow me on Instagram https://www.instagram.com/kyler_cheatham_tech/ Follow me on TikTok https://www.tiktok.com/@kylercheatham Connect with The Confluencial https://www.linkedin.com/company/the-confluencial Follow The Confluencial on TikTok: https://www.tiktok.com/@the.confluencial
What this episode covers
This episode focuses on why AI agents must be designed with context and system awareness. We discuss how different operating environments require different control strategies, why rule-based agents depend on clear process definitions, and how a systems view helps prevent overcorrection and unintended downstream impacts. Watch the full episode here: https://youtube.com/live/LhvERENSdcA?feature=share Connect with me on LinkedIn https://www.linkedin.com/in/kylercheatham/ Follow me on Instagram https://www.instagram.com/kyler_cheatham_tech/ Follow me on TikTok https://www.tiktok.com/@kylercheatham Connect with The Confluencial https://www.linkedin.com/company/the-confluencial Follow The Confluencial on TikTok: https://www.tiktok.com/@the.confluencial
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Context-Aware AI Agent Design for Operational Systems
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