Agent Impact: From Chaos to Clarity

Hosted by Abhijit Kane and Emmanuel Paraskakis

173 students

What you'll learn

Identify the (large) problem

In our case, solving issues one-by-one slowed progress. Shifting to graph-level analysis unlocked scale.

How an AI agent can synthesize thousands of issues

Generate actionable insights from all you issues, feature requests and use comments.

Integrating an agent into Slack

Give everyone in your organization instant, citation-backed access to community knowledge.

Quantify the outcome

Save time for product managers, designers, and engineers, freeing them to focus on building rather than just reading.

Why this topic matters

Ever felt buried under endless feedback, requests, or bug reports? You’ll discover how we moved from reactive, issue-by-issue problem solving to a system that can analyze, connect, and prioritize thousands of signals at once. Through the story of building our own in-house agent, you’ll see how AI can act as a teammate, summarizing, cross-referencing, and even suggesting immediate solutions.

You'll learn from

Abhijit Kane

Co-Founder at Postman

Abhijit Kane has a diverse background in tech, starting with internships at Adobe and VMware before moving on to positions at WalmartLabs and Postman as a Co-Founder. Abhijit worked on projects involving image processing, parallelization, mobile development, and website design. Abhijit also has a B.E. in Computer Science and Economics from Birla Institute of Technology and Science.

Emmanuel Paraskakis

API PM Executive | 15+ Years, VP-Level Experience

I’m Emmanuel, an entrepreneur, product management executive, and consultant at Level 250 with over 15 years of experience shaping API products.

I’ve led large API programs in fintech for Verisk, Moody’s, and Precisely, and served as VP of Product for some of the world’s most influential API tools—like API Blueprint at Apiary (550,000+ APIs), Oracle’s first Cloud-Native API Gateway, and Swagger at SmartBear (750,000+ APIs).

Over the years, I’ve consulted with everyone from Fortune 500 CEOs to startup founders, engaging with thousands of API providers and consumers to help them build winning products and exceptional developer experiences.

My passion is to make APIs more impactful and developer-friendly, which is why I created Build AI-Ready APIs: A Hands-On Workshop for Engineers and PMs: to share my lessons learned and help Product Managers fast-track their careers.

Join me to gain practical insights, avoid common pitfalls, and learn how to deliver API Products that enable great user experiences—without repeating the mistakes I’ve already made along the way.

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