engblogs

A world-model powered by a β-VAE with a learned GRU prior detects regime instability in limit-order-book data by modeling the market's normal structure and signaling deviations via KL divergence, enabling a three-layer alert system for forward-looking risk management of crypto perpetuals.

A technical guide to connecting OpenClaw agents with Amazon Bedrock AgentCore payments, enabling bounded, wallet-backed transactions via x402 and related payment protocols.

NVIDIA Nemotron 3.5 Lightning is now available in Amazon SageMaker JumpStart as an open, high-throughput Mixture-of-Experts model designed for fast, high-volume agent workflows, enabling easy deployment and post-training domain customization.

Demonstrates integrating OpenClaw with Amazon Bedrock AgentCore payments to run autonomous agents that perform bounded, policy-governed, wallet-backed transactions (x402/MPP) against paywalled APIs and content.

NVIDIA Nemotron 3.5 Lightning debuts in Amazon SageMaker JumpStart, delivering up to 4x throughput and 30% faster task completion for high-volume agentic workloads with a hybrid Mixture-of-Experts (MoE) architecture and an open, customizable model.

A guide to slashing the prototyping tax in AI projects by shifting to agentic development—grounding agents in business semantics, embedding governance, and enabling alignment through building to accelerate time-to-prototype and production.

Databricks Feature Store enables end-to-end streaming feature delivery with millisecond latency by orchestrating Spark Real-Time Mode, Lakebase online storage, and Model Serving for real-time ML inference.

One-click security for internal vibe-coded apps: enforce authentication across all Workers with account- or per-Worker policies, making every deployment private by default using Cloudflare Access.

Analyzes how Cloudflare detects and secures MCP (Model Context Protocol) traffic across clients, networks, and servers using Gateway, Portals, and protocol signals to prevent shadow MCP and portal bypass.

One-click, identity-driven security for all internal vibe-coded apps on Cloudflare Workers, enforcing private-by-default access via account or per-Worker policies and surfacing user identity in code.

Explores how Cloudflare detects Model Context Protocol (MCP) traffic across clients, networks, and servers, and enforces Portal-based security with Gateway, MCP Portals, and WriteGuard to curb shadow MCP traffic and prevent unsafe tool calls.

A practical guide to building agentic workflows by integrating SageMaker AI with Bedrock AgentCore, enabling multi-agent orchestration with token-level observability and custom OpenTelemetry spans for OpenAI-compatible endpoints.