AI Infrastructure

Multi-Agent AI

Multi-Agent AI Systems: CrewAI, LangGraph & Docker Guide

A comprehensive technical guide to building production-ready multi-agent AI systems using CrewAI for agent orchestration, LangGraph for workflow graphs, FastAPI for APIs, and Docker for deployment.

AI Infrastructure

SoftBank's $4B DigitalBridge Acquisition Expands AI Compute Empir

SoftBank acquires DigitalBridge for $4 billion, adding data center infrastructure to its AI portfolio alongside Ampere and ongoing Stargate investments.

AI Hardware

Groq's LPU Architecture: Why Deterministic Compute Matters for AI

Groq's Language Processing Unit takes a radically different approach to AI inference, replacing GPU parallelism with deterministic compute for predictable, ultra-fast performance.

LLM Inference

Inside Fast LLM Inference: How Modern AI Servers Handle Scale

A deep dive into LLM inference server architecture reveals the critical optimizations enabling real-time AI applications, from batching strategies to memory management techniques.

ByteDance

ByteDance Plans $23B AI Infrastructure Investment for 2026

TikTok parent ByteDance commits $23 billion to AI infrastructure in 2026, signaling massive expansion of generative AI capabilities that could reshape video synthesis and content creation.

AI Agents

AI Agent Communication Protocols: MCP, ACP, A2A, and ANP Explaine

A technical breakdown of four emerging protocols enabling AI agents to communicate: Model Context Protocol, Agent Communication Protocol, Agent-to-Agent, and Agent Network Protocol.

Alphabet

Alphabet Acquires Intersect for $4.75B to Expand AI Compute

Alphabet announces $4.75 billion acquisition of data center builder Intersect, dramatically expanding compute infrastructure for cloud services and AI workloads.

OpenAI

OpenAI Negotiating $10B Amazon Investment and Chip Deal

OpenAI is reportedly in advanced talks with Amazon for a $10 billion investment that could include a strategic chip partnership, potentially reshaping AI infrastructure and compute access.

AI Infrastructure

Runware Raises $50M to Unify AI Model Access via Single API

AI infrastructure startup Runware secures $50M to build a universal API connecting developers to multiple generative AI models, streamlining access to image, video, and audio synthesis capabilities.

NVIDIA

Nvidia Acquires SchedMD to Control AI Workload Management

Nvidia purchases SchedMD, maker of Slurm open-source workload manager used by most AI supercomputers. The acquisition strengthens Nvidia's grip on AI training infrastructure.

Intel

Intel Reportedly Close to Acquiring AI Chip Startup SambaNova

Intel is reportedly nearing a deal to acquire SambaNova Systems, an AI chip startup that could strengthen Intel's position in the competitive AI accelerator market against Nvidia.

LLM deployment

Deploy High-Performance 4-Bit LLMs with FastAPI and vLLM

A technical deep-dive into deploying quantized large language models using AWQ compression, vLLM inference engine, and FastAPI for production-ready AI applications.