Sep 30, 2026

The State of AI in Software Development: Data from 400+ Orgs — Justin Reock, DX

Justin Reock of DX presents five trends from research on about 200,000 engineers, covering deployment frequency, change failure rate volatility, the maintainability and change confidence gap, growing PR sizes, differences across junior and senior engineers, the DX AI Measurement Framework, platform AI readiness, agent experience, and why code generation was never the bottleneck. Case studies from Morgan Stanley, Zapier, and Spotify illustrate AI applied across the SDLC.

May 19, 2026

Personalization in the Era of LLMs - Shivam Verma, Spotify

Spotify is personalizing open-weight LLMs without full fine-tuning by combining three key components: foundational user embeddings from streaming history, 'Semantic IDs' that tokenize its 100M+ item catalog, and a 'soft tokenization' layer that projects a user's embedding directly into the LLM's context. This allows the model to autoregressively generate the next song or podcast as the next token in a sequence.

Sep 28, 2025

A 4-step framework for building delightful products | Nesrine Changuel (Spotify, Google, Skype)

Nesrine Changuel, a former product leader at Spotify and Google, presents a pragmatic framework for building delightful products. She argues that delight is not a superficial add-on but a core business strategy that drives retention and differentiation by creating products that serve both functional and emotional needs. The summary covers her three pillars of delight, a four-step model for implementation, the 50-40-10 rule for prioritization, and real-world examples from her time at Chrome, Google Meet, and Spotify.