engblogs

Value-Added Services (VAS) centralize business logic to replace duplicate BFF code, unifying aggregate synthesis and authorization across tracks and playlists through centralized orchestration and API-driven integration.

Examining the evolution of service architecture at SoundCloud with a focus on value-added services.

Comparing Rotary Position Embeddings with GPT-style learned position embeddings in downstream evaluations.

Exploring the capabilities of OpenAI Codex in automation and natural language processing

Internship season at Jane Street in 2021, including in-person interactions and insights into the company's operations.

Building a general-purpose architecture, Perceiver IO, that can handle diverse inputs and produce a wide variety of outputs, enabling the processing of various types of data.

Exploring a general and versatile architecture that can handle different types of data to solve complex problems in AI systems.

Explains SoundCloud's evolution from monolithic APIs to microservices using Backends for Frontends (BFF) with dedicated API gateways per client to boost autonomy, resilience, and development speed while outlining key tradeoffs.

Explores SoundCloud's Backends for Frontends (BFF) pattern and how dedicated API gateways over an evolving microservices architecture deliver autonomy, scalability, and resilience while navigating security and maintainability tradeoffs.

Exploring the evolution of service architecture at SoundCloud with a focus on backends for frontends.

Explore the latest in open-source GPU programming for neural networks with Triton.

Generally capable agents are trained to play a variety of games and tasks without human interaction data, marking an important step toward more adaptive AI agents.