engblogs

Unifying ads engagement modeling across Pinterest surfaces.

Rebuilt GitHub Enterprise Server's search architecture for High Availability by adopting Cross Cluster Replication across single-node Elasticsearch clusters, enabling durable, auto-followed indexing and reliable failover.

EMBridge presents a cross-modal representation learning framework that aligns EMG-based gesture representations with pose embeddings using a Querying Transformer, masked pose reconstruction, and community-aware soft-contrastive learning to enable zero-shot gesture generalization on wearables.

Explores how GPT-5.3 Instant improves conversational smoothness and everyday usefulness by optimizing latency and enhancing context handling for real-world chat scenarios.

A concise technical overview of GPT-5.3 Instant System Card, examining its architecture, deployment considerations, and potential performance implications.

A practical guide to unifying data strategy and AI strategy to transform developers into AI architects, leveraging PostgreSQL-compatible AlloyDB and vector embeddings for enterprise-grade, secure, end-to-end AI architectures on Google Cloud.

Automates security investigation and remediation by connecting Amazon Quick Suite with Tines via the Model Context Protocol to ingest, analyze, and visualize data from AWS CloudTrail, Okta, and VirusTotal, enabling AI-driven workflows and auditable, faster decision-making.

Lendi's Guardian is a 16-week, Bedrock-powered agentic AI mortgage assistant that monitors loan competitiveness in real time, tracks equity, and orchestrates a frictionless, multi-agent refinance journey across brokers and channels.

Scalable, serverless virtual try-on pipeline on AWS leveraging Amazon Nova Canvas (Bedrock) to preserve garment details and deliver real-time results across ecommerce channels, with end-to-end data flow and deployment guidance.

Gemini 3.1 Flash-Lite delivers fast, cost-efficient performance for high-volume developer workloads at scale, with adaptive thinking levels on AI Studio and Vertex AI.

Announcing the MCP Toolbox Java SDK for Java/Spring Boot that delivers type-safe, stateful multi-agent orchestration with declarative tool mappings to databases and zero-config security for enterprise AI workloads.

A concise, high-signal technical overview of Coruna, a powerful iOS exploit kit with five exploit chains and 23 exploits, its observed use across targeted and broad campaigns, and the defensive implications for iOS security, patching, lockdown mode, and threat intelligence.