The Everything Feed - All Packet Pushers Pods TCG066: How Infrastructure Teams Can Scale Reasoning Without Losing Control with Chris Wade
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Jan 14, 2026 Chris Wade, Co-founder and CTO of Itential, delves into the transformative role of AI agents in infrastructure automation. He highlights the shift from traditional scripting to systems capable of reasoning and managing tasks like compliance and upgrades. Wade emphasizes the need for vendor-specific AI models and the importance of guardrails to maintain control amidst growing automation. He also reflects on the cultural changes required for enterprises to embrace these innovations and offers insights for students interested in AI applications in the tech world.
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Reshape Automation To Embrace Reasoning
- Infrastructure was built for humans first, so automation layers have historically patched human interfaces.
- Adopting AI requires reshaping automation and operations to let reasoning models succeed rather than just bolting AI onto existing tooling.
Start Small With Scoped, Goal-Oriented Agents
- Start agents as goal-oriented, constrained tasks like compliance checks or ticket updates.
- Use limited, well-scoped agents first and expand to agent orchestration as confidence grows.
Agent Adoption Mirrors Automation History
- Agent adoption will mirror the automation evolution: read-only → task automation → orchestrated workflows.
- Expect agentic orchestration to connect many small role-specific agents into larger outcomes.