Average GPU utilization across tens of thousands of production Kubernetes clusters is just 5%, according to the Cast AI 2026 State of Kubernetes Optimization Report. Default Kubernetes scheduling uses…
Data centers span from single-rack edge sites to multi-building hyperscale campuses, and the optimal size depends on workload, power, and growth needs, according to a practical framework. While headli…
Meta has hired Dave Brown, a nearly 19-year veteran of Amazon Web Services (AWS) who served as senior vice president, to lead its AI data center expansion and build Meta Compute, a potential cloud com…
At the AI for Bharat Hackathon, a developer built BizBoost AI, a voice-first React frontend for Indian micro-merchants that uses the browser's native Web Speech API for Hindi speech recognition. The f…
Digby, an open-source AI agent for Slack and Linear built on the pi framework, is now available on GitHub. The self-modifying bot deploys to AWS, runs on Claude Sonnet via Bedrock, and can autonomousl…
Meta plans to hire a senior executive from Amazon's cloud division as it accelerates its push into cloud computing with Meta Compute, a venture that monetizes excess AI computing capacity. The company…
AWS released the amazon-opensearch-service skill for the Agent Toolkit on July 15, 2026, enabling AI coding agents to build, manage, and query OpenSearch via natural language. A developer tested the s…
AWS added Claude Sonnet 5 and the full GPT-5.6 family to its agentic IDE Kiro in July 2026, replacing Amazon Q Developer and enforcing a spec-driven development workflow that requires formal requireme…
A developer published a practical guide to building RAG-powered knowledge bots with Laravel and pgvector, demonstrating how to integrate custom data into LLMs to improve chatbot accuracy. Google and i…
A developer analysis of 1,000 job postings reveals that becoming a Forward Deployed Engineer in 2026 requires production AI fluency, a portfolio proving agent deployment, and passing an interview loop…
AWS has integrated xAI's Grok 4.3 model into Amazon Bedrock, making it generally available as of June 15. The model features a 1-million-token context window, claims the lowest hallucination rate amon…
A developer discovered that some top-level domains (TLDs) can host websites by adding DNS records directly to the TLD zone, as demonstrated by the now-defunct web server at .ai and the currently activ…
Meta is reportedly launching Meta Compute, a cloud service offering hosted Llama model APIs and raw GPU rental, directly competing with AWS, Azure, and Google Cloud. Bloomberg reported the plans on Ju…
VLLM v0.25.0, released July 11, deletes the original PagedAttention implementation and makes Model Runner V2 the default execution backend for all dense models, delivering a 56% throughput improvement…
Dave Treadwell, a 27-year Microsoft veteran who helped build Windows, is now leading AWS's Compute and Machine Learning Services team at a moment when scaling AI compute is one of the most significant…
Costory rebuilt its FinOps MCP server after discovering that LLMs like Claude ignored dedicated tools like query_cost_diff in favor of calling query_cost twice and doing subtraction themselves. The te…
Two hyperscalers, AWS and Cloudflare, have implemented x402 payment support at the edge within two weeks of each other, turning HTTP's long-dormant 402 Payment Required status code into a cash registe…
A developer outlines three distinct architectural patterns for AI-assisted AWS security work: AWS Managed MCP for live interactive triage, Custom MCP for analyst report review, and Lambda + Bedrock fo…
Amazon Web Services (AWS) has expanded its security offerings to Microsoft Azure, enhancing multicloud protection with new capabilities for AWS Security Hub, alongside AI-driven updates. The move ackn…
The DevOps world has spawned a new subdiscipline called AgentOps (or AIOps or agent observability) to monitor AI agents and LLMs in production, addressing challenges like latency, resource consumption…