Suraj Barman How to Deploy MDN’s Rebuilt Front‑End for Faster, Accessible Web Docs MDN’s freshly rebuilt front end delivers a cleaner interface, modern CSS, and a component‑driven architecture while honoring baseline web standards. Modern UI Redesign The new layout uses a grid‑based...
Suraj Barman Netflix Temporal Adoption: Engineering Practices, Culture, and Product Impact Context & History of Netflix’s Temporal Adoption Netflix has long emphasized reliability and rapid delivery in its engineering culture. In 2021 the company introduced Temporal, a durable execution pla...
Suraj Barman Netflix Graph Search: AI‑Powered Natural Language Query Generation Netflix Graph Search: AI‑Powered Natural Language Query Generation Netflix enhanced its enterprise‑wide Graph Search by integrating large language models (LLMs) to translate everyday language into the...
Suraj Barman Netflix RDS PostgreSQL to Aurora PostgreSQL Migration – Engineering Overview Context History of Netflix’s Relational Database Modernization In 2024 the Online Data Stores team at Netflix evaluated the relational database stack across the company. After reviewing functionality,...
Suraj Barman Netflix Post-Training Framework: Scalable LLM Fine‑Tuning Architecture Netflix Post‑Training Framework for Large Language Models The Netflix Post‑Training Framework provides a unified library that abstracts data handling, model sharding, compute orchestration, and workfl...
Suraj Barman Facebook Reels User True Interest Survey (UTIS) Model – Technical Overview User True Interest Survey (UTIS) Model for Facebook Reels The UTIS model augments Facebook Reels' recommendation stack by incorporating direct user feedback collected through in‑feed surveys. By conve...
Suraj Barman WhatsApp’s Rust‑Based Media Security Layer: Context, History, and Implementation Guide Context History of WhatsApp’s Rust Security Layer WhatsApp serves over three billion daily users and relies on end‑to‑end encryption to keep conversations private. In 2015 the Android Stagefright vuln...
Suraj Barman Enabling Passkey Authentication on Screenless XR Devices without QR Codes Cross‑device passkey authentication for devices without displays replaces QR codes with a push‑based flow that meets FIDO proximity and trust requirements. Adapted hybrid transport for screenless devi...
Suraj Barman How Meta’s Backend Aggregation (BAG) Powers Gigawatt‑Scale AI Clusters Backend Aggregation (BAG) is the Ethernet‑based spine layer that interconnects regional spine fabrics, enabling Meta’s Prometheus AI cluster to reach gigawatt‑scale capacity. BAG Architectural Overvie...
Suraj Barman Just‑in‑Time Tests (JiTTests) for Agentic Software Development Context History of Just‑in‑Time Tests The software industry has shifted toward AI‑augmented coding, where large language models assist in writing, reviewing, and merging code. This acceleration expose...
Suraj Barman Building GitHub Sub‑Issues: Context, History, and Implementation Guide Context History of GitHub Sub‑Issues Issues have been the core of project coordination on GitHub since the platform launched. Over the years, teams added labels, milestones, and task lists to make tra...
Suraj Barman Triangular Git Workflows and GitHub CLI Support Triangular Git Workflows and GitHub CLI Support Triangular workflows let a feature branch pull updates from one remote reference while pushing to another, reducing repetitive rebase or merge steps. Re...