Platform Engineers Amsterdam

**Please register here

AI is transforming software engineering, but results rarely match the hype. Why do some teams double productivity while others stall? Join Jellyfish researchers Nicholas Arcolano and Nik Albarran as they share insights from 20M pull requests across 200K developers, revealing what’s actually driving real AI impact at scale.

In this webinar, Nicholas and Nik will discuss:

• What effective AI adoption actually looks like at scale, how to measure it, and what productivity gains you can realistically expect
• How AI is changing PR throughput, cycle time, and developer workflows, and why code architecture drives uneven results across teams
• What to do when AI adoption underdelivers, and how to move from experimentation to accountable outcomes in 2026

After a 30-minute talk there will be a 15-minute Q&A, for which we encourage you to submit questions in advance.
A webinar recording and related materials will be shared with all attendees after the event.

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Speakers:
Nicholas Arcolano, Ph.D - Head of Research @ Jellyfish
Nicholas is Head of Research at Jellyfish, where he leads Jellyfish Research, a multidisciplinary department that focuses on new product concepts, advanced ML and AI algorithms, and analytics and data science support across the company.

Nikolas Albarran - AI Product Lead @ Jellyfish
Nik Albarran is AI Product Lead at Jellyfish, focused on helping software teams navigate AI transformation through research and product development.

* Please register here

The majority of platform teams are struggling with bad alignment, missing success metrics & ROI proof, or low adoption / weak developer experience, and more. Join Mallory Haigh for a practical walkthrough of the Platform Benchmarking Survey to help understand that pain, and how to avoid it. She will reveal your platform’s friction and maturity, and how to turn “pain” into a clear, prioritized roadmap for adoption, alignment, and measurable impact.

In this webinar, we will cover:

• How platform benchmarking helps quantify misalignment, silos, and invisible friction
• Why lack of success metrics and ROI proof keeps platform teams stuck
• How to turn platform pain into a clear, aligned roadmap for impact

After a 30-minute talk there’ll be a 15-minute Q&A, for which we encourage you to submit questions in advance.
A webinar recording and related materials will be shared with all attendees after the event.

Disclaimer: We use Zoom for the webinar stream. The link to the webinar will be sent upon your registration to your email.
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Speaker:
Mallory Haigh - Workshop host @ Platform Engineering

Mallory is a workshop host for Platform Engineering community, and a platform therapist at Humanitec. With a background in customer success, full-stack software engineering, and engineering management, she focuses on the strength of intersection of humans and technology. She brings a passion for education, the anthropological approach to human-computer interaction, and improving developer experience to her work on dozens of platforms of all sizes over the last few years. When not connecting people with their platforms, Mallory is an avid equestrian and hobby farmer, and also a cat and dog mom

**Please register here!

Your developers spend 90% of their time on work that isn’t coding. Your IDP knows your services, what’s running where, and what are the golden paths to follow. Now imagine agents that know it too.

​In this hands-on workshop for platform engineers and engineering leaders, you’ll transform a traditional IDP into an Agentic Engineering Platform - building AI agents that can release features autonomously with human oversight.

​Walk away understanding how to enable autonomous workflows where humans and agents collaborate safely - so your team spends less time on toil and more time shipping.

​By the end of this workshop, attendees will be able to:

• ​Design an Agentic Engineering Platform on top of an existing IDP: Understand how to evolve a traditional Internal Developer Platform into an agent-aware system by exposing services, environments, ownership, and golden paths in a way AI agents can reason about and act on.
• ​Build safe, autonomous delivery workflows with human-in-the-loop controls: Learn how to implement agent-driven workflows that can release features autonomously while enforcing guardrails, approvals, and policy checks to ensure security, reliability, and compliance.
• ​Reduce developer toil by orchestrating agents across the software lifecycle: See how AI agents can collaborate across planning, provisioning, deployment, and incident response, freeing developers from manual operational work and accelerating time to production.

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Speaker:
Matar Peles - Field CTO @ Port

​Matar Peles is a Field CTO at Port, shaping how the company connects product and market and guiding its technical strategy in the field. He works closely with customers and internal teams to translate real-world needs into product direction, helping ensure Port delivers meaningful impact for engineering organizations. Matar focuses on improving productivity, clarity, and developer experience at scale while supporting teams in getting the most out of Port’s platform.