EPISODE · Mar 29, 2026 · 5 MIN
Beyond Tokens: The Rise of Context Engineering in Agentic AI
from Steven AI Talk · host Steven
As we move from simple apps to autonomous agentic workflows, traditional authorization models (user-app-resource) are failing. The non-deterministic nature of AI agents requires a new discipline: Context Engineering.Strategic Pillars:Situational Context: Analyzing the environment state across orchestrators, agents, and servers.Resource & User Context: Integrating identity and capability boundaries into dynamic decision-making.Model Context & History: Leveraging task history to improve response quality over time.Prompt engineering was the start. Context engineering is the future of reliable autonomy.All my links: https://linktr.ee/learnbydoingwithsteven#AI #AgenticAI #ContextEngineering #Innovation #Engineering #DataScience #learnbydoingwithsteven
What this episode covers
As we move from simple apps to autonomous agentic workflows, traditional authorization models (user-app-resource) are failing. The non-deterministic nature of AI agents requires a new discipline: Context Engineering.Strategic Pillars:Situational Context: Analyzing the environment state across orchestrators, agents, and servers.Resource & User Context: Integrating identity and capability boundaries into dynamic decision-making.Model Context & History: Leveraging task history to improve response quality over time.Prompt engineering was the start. Context engineering is the future of reliable autonomy.All my links: https://linktr.ee/learnbydoingwithsteven#AI #AgenticAI #ContextEngineering #Innovation #Engineering #DataScience #learnbydoingwithsteven
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Beyond Tokens: The Rise of Context Engineering in Agentic AI
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