The Arc of Personal Automation: From Claw Agents to Durable

Hosted by Amir Feizpour and Sahand Sojoodi

Fri, Aug 14, 2026

4:00 PM UTC (45 minutes)

Virtual (Zoom)

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295 students

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Agentic Buildcamp - A Cognitive Gym for Building AI Agents — using AI Agents
Amir Feizpour, PhD
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What you'll learn

Start with Intent

How agents can turn vague natural-language goals into useful first versions of automations.

Recognize When Workflows Stabilize

Why repeated agent behavior should eventually become explicit, observable infrastructure.

Separate Intelligence from Execution

How to reserve AI usage for interpretation while making routine steps deterministic.

Design for Reliability and Cost

Practical patterns for scheduling, progress tracking, observability, and minimizing token use.

A Reference Pattern for Personal Automation

How to move from flexible agents to durable, repeatable systems without losing usefulness.

Why this topic matters

Agentic automation is powerful for discovering and bootstrapping workflows, but durable systems require more than autonomy. As personal AI tools become part of everyday routines, users will need architectures that are reliable, cheap, and inspectable. This talk offers a grounded pattern for moving from experimental agent behavior to stable personal infrastructure.

You'll learn from

Amir Feizpour

Founder @ Aggregate Intellect

Amir Feizpour is the founder, CEO, and Chief Scientist at Aggregate Intellect building a generative business brain for service and science based companies. Amir has built and grown a global community of 5000+ AI practitioners and researchers gathered around topics in AI research, engineering, product development, and responsibility. Prior to this, Amir was an NLP Product Lead at Royal Bank of Canada. Amir held a research position at University of Oxford conducting experiments on quantum computing resulting in high profile publications and patents. Amir holds a PhD in Physics from University of Toronto. Amir also serves the AI ecosystem as an advisor at MaRS Discovery District, works with several startups as fractional chief AI officer, and engages with a wide range of community audiences (business executives to hands-on developers) through training and educational programs. Amir leads Aggregate Intellect’s R&D via several academic collaborations.

Sahand Sojoodi

VP of Engineering at 8090

Sahand Sojoodi is VP of Engineering at 8090, where he leads the development of enterprise software and AI initiatives. A software builder, engineering leader, and former founder, he has spent over two decades helping organizations design and scale complex technology systems across financial services, manufacturing, and enterprise software. Sahand writes and speaks about AI strategy, product engineering, organizational design, and the practical realities of moving AI from prototype to production.

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