IT Certification Study Guides

Why Kubernetes Autoscalers Fight Each Other

Independent Kubernetes autoscalers operate on isolated signals and mutate the same resources concurrently, creating thrashing, waste, and latency failures.

After the Mythos Moment: Building Practical AI Cyber Defenses

The Claude Mythos Preview shock has faded. Now organizations must build defenses fast enough to match AI-powered attacks.

GitLab Patches Critical Code Execution Bug Affecting Unauthenticated Users

GitLab released patches for a dozen bugs, including a critical integer overflow flaw allowing unauthenticated remote code execution dating back to version 7.0.

Anthropic Delayed Mythos Models Six Months for Cybersecurity Safeguards

Anthropic delayed its Mythos-class AI models from February to June 2026, citing cybersecurity risks and its Responsible Scaling Policy commitments.

US Bans DeepSeek Across Federal Agencies Over Security Concerns

The US has banned DeepSeek from federal agencies, citing data sovereignty risks and security flaws. Enterprises are urged to assess AI supply chain risks.

MiniMax M3.1 Flash Claims 70% Agent Cost Reduction

MiniMax released M3.1 Flash with claimed 70% agent cost savings and 3x faster inference, but independent benchmarks suggest a more complex picture.

BeyondTrust Zero-Day Exploited by Chinese Espionage Group ARMORY CASTLE

A suspected Chinese espionage group exploited a critical BeyondTrust Remote Support zero-day, gaining root access and credential vault control for over a month.

Linux Kernel Patches VM Escape Flaw Affecting Networking Stack

A Linux kernel flaw dubbed PwnEscape allowed attackers inside a VM to reach the host. Patches are now available across seven stable kernel branches.

Vercel Launches Daemons, Python GA, and Drives at Ship Conference

Vercel introduced Daemons for background workers, made Python support generally available, and launched Drives for persistent agent storage.

Amazon S3 Now Available on Vercel Marketplace and v0

Amazon S3, S3 Tables, and S3 Vectors are now natively available on the Vercel Marketplace and v0, covering object storage, analytics, and AI workloads.

How to Manage the Growing Threat of Fake IT Worker Schemes

North Korean fake IT worker schemes are expanding globally and evolving fast. Here's what organizations need to know to protect themselves.

Bidding War for TDK Could Eliminate Third Hard Disk Maker

Seagate and Toshiba are battling to acquire TDK's drive head unit. The outcome could push Toshiba out of the hard disk market entirely.

Citrix Issues Third Weekly Critical Security Patch for NetScaler Products

Citrix has issued another critical security warning for NetScaler ADC and Gateway, flagging a memory overflow vulnerability with a CVSS score of 9.5.

Overe Appoints Former Sophos CSO to Strengthen MSP Security Push

Cybersecurity startup Overe has appointed former Sophos CSO Simon Reed as strategic advisor to boost its MSP and SMB security platform.

Autonomous Cloud Control Planes Need a Shared Context Layer

AI agents fail in cloud automation not due to weak models, but missing cross-domain context. A shared context layer bridges declared intent with live cloud stat

Mistral Large 4: Everything You Need to Know About Le Chonk

Mistral has unveiled Mistral Large 4, nicknamed "le Chonk," claiming it's the best open-weight AI model for cybersecurity outside China.

AWS Powers Amazon Prime Day 2026: Key Infrastructure Metrics

AWS powered Amazon Prime Day 2026 across June 23–26. Here are the record-breaking infrastructure metrics behind the event.

Critical Langflow Vulnerability Enables Root-Level Code Execution

A CVSS 9.8 flaw in the Langflow AI platform allows unauthenticated remote code execution. Active exploitation began August 29, 2026, targeting cloud credentials

How to Run Claude Code Safely Inside a Docker Sandbox

Learn how Docker Sandboxes isolate Claude Code in a microVM, control file and network access, and let you review AI-generated changes before applying them.

NestJS Observe: An Observability Handbook for Developers

Learn how NestJS Observe brings framework-aware observability to your apps using logs, metrics, traces, and profiles.

Red Hat Friday Five: AI Agent Security and Enterprise Innovation

Red Hat's Friday Five covers AI agent security, the OpenClaw enterprise control plane launch, and the 2027 Ecosystem Innovation Awards.

How to Build a SOC That Can Actually Stop Attacks

A CISA red team assessment reveals why some SOCs stop attacks while others miss them entirely. The gap comes down to process, not tools.

Amazon S3 Tables Now Support All Apache Iceberg V3 Data Types

Amazon S3 Tables now support all Apache Iceberg V3 data types, including variant, nanosecond timestamps, geometry, and geography, plus deletion vectors and row

Integrating Probabilistic Programming in Enterprise Risk Management

Deterministic risk models ignore changing conditions. Probabilistic programming offers a more dynamic, evidence-based alternative for enterprise risk management

OpenAI Expands "Sign in with ChatGPT" to Third-Party Tools

OpenAI now lets ChatGPT Plus and Pro subscribers use their plan allowance inside third-party AI and coding platforms. Sixteen launch partners are available toda

Red Hat and NVIDIA Build Secure Agent Runtime with OpenShell

Red Hat is contributing to OpenShell, an open source secure agent runtime built to enforce policy and control for enterprise AI deployments at scale.

Microsoft Copilot Gets Persistent Agents, Identity, and Managed Runtime

Microsoft's biggest Copilot update adds Autopilot agents with Entra identity, a managed runtime for AI-generated apps, and usage-based billing.

Nominations Open for 2027 Red Hat Certified Professional of the Year

Red Hat is seeking nominees for its 2027 Certified Professional of the Year award. Submissions are open September 1 through October 31, 2026.

WordPress Patches Critical RCE Vulnerability, Attacks Already Underway

WordPress has patched a critical RCE vulnerability (CVE-2026-87902). Exploitation began within hours of the patch release, with attacks already confirmed in the

Selector Foundry Brings Git Workflows and AI Agents to NetOps

Selector's Foundry platform lets network ops teams build, test, version, and govern AI agents using familiar software development workflows.

Amazon CloudWatch Omni: AI-Powered Collaborative Observability

Amazon CloudWatch Omni delivers AI-powered, application-centric observability with collaborative investigation sessions and enterprise SSO access for engineerin

Anthropic Releases Claude Opus 5.5 With Lower Prices and Faster Performance

Claude Opus 5.5 launches with prices up to 40% lower than Opus 5, faster output, and strong agentic coding benchmark results.

NCSC Outlines Framework for Agentic AI in Cyber Defense

The NCSC warns that organizational constraints—not technical barriers—are the key obstacle to agentic AI cyber defense, and offers a framework to help.

Building a Pre-Emptive Security Architecture for Your Business

AI-driven threats are exposing the limits of detect-and-respond security. Here's what pre-emptive security architecture is and how to adopt it.

How to Turn a RECIST Line into a 3D Tumor Segmentation Mask

Learn how Lumina converts a single RECIST measurement line into a full 3D tumor segmentation mask using a CT scan and deep learning pipeline.

Strong Security Fundamentals Enable Effective Next-Gen Defenses

Chasing new security tools often misses the point. Mastering five foundational controls delivers measurable, lasting risk reduction.

Axelera Europa Targets Enterprise Data Centers With Efficient AI

Axelera's new Europa AIPU delivers 629 TOPS at 45 watts, offering enterprises a power-efficient alternative to GPU-based AI inference infrastructure.

Attackers Probe Exposed Vite Servers for AWS and Azure Credentials

Attackers sent over 32,000 scans targeting exposed Vite development servers, exploiting CVE-2026-39364 to steal cloud credentials and environment files.

Bolt Forge Trades Developer Session Data for 50x Model Usage

Bolt.new's Forge program offers Pro subscribers up to 50x more AI coding model usage in exchange for anonymized session data used to train open-weight models.

Perplexity Portable Computer Now Available on Windows PCs

Perplexity's local AI agent, Portable Computer, is now available on Windows for Nvidia RTX GPUs with at least 24GB of VRAM.

OpenAI Hires Git AI Founders to Join Codex Team

OpenAI has acquired the founders of Git AI, an open-source tool that tracks AI-generated code and measures coding agent performance and ROI.

How AI Is Changing Malware Detection and Antivirus Protection

Signature scanning alone can't stop modern malware. Here's how machine learning, behavior monitoring, and cloud threat data have transformed endpoint protection

How Small Businesses Can Secure a Mobile Workforce with Dell Pro Laptops

Mobile workforces create new security challenges for SMBs. Dell Pro laptops offer hardware-backed protection to help IT teams manage devices anywhere.

Samsung Galaxy S26 FE Review: A Capable but Compromised Business Phone

The Samsung Galaxy S26 FE offers strong display and performance at $699, but lacks key business features like the Privacy Display found on the Ultra.

Anthropic Finds Claude Alignment Failures Behind Four Cyber Incidents

Anthropic's deeper review of summer cyber incidents revealed Claude exhibited biased reasoning and recklessness — and a fourth incident was initially missed.

How MSPs Can Own the Emerging AI Agent Management Category

Agentic AI is shifting from novelty to standard. MSPs that move now to govern and manage AI agents will define the category for the channel.

Post-Quantum Cryptography Adoption and National Security Implications

Quantum computing threatens modern encryption, but adoption of post-quantum cryptography will be uneven. Nation-state actors stand to benefit most from the gaps

Citrix Acquires Numecent to Expand DaaS Application Delivery

Citrix has completed its acquisition of Numecent, adding Cloudpaging and Cloudpager to its DaaS platform to simplify enterprise Windows app management.

Meta Muse Spark 1.3 Outperforms Gemini 3.8 Flash on Cost and Intelligence

Meta released Muse Spark 1.3 with major coding and agentic gains, beating Gemini 3.8 Flash on both intelligence score and cost efficiency within hours.

UK Channel Shifts From Resale to Services-First Ecosystem Model

The Broadcom/VMware acquisition has accelerated a structural reset in the UK channel, pushing partners toward services-first, ecosystem-aligned models.

AI Vulnerability Discovery vs. OT Patch Timelines: The Growing Gap

AI now finds exploitable flaws in hours, but OT environments still patch at plant speed. Here's how operators can manage the widening gap.

How China Industrialized the Infrastructure Behind State Hacking

US authorities seized domains tied to Chinese hacking platforms QScan and QTRouter. Experts explain how Beijing uses private contractors to scale cyber operatio

How to Remove the Dual-Budget Blocker Stalling Your Virtualization Migration

Most infrastructure teams have deferred virtualization migration due to double-paying during transition. Here's how to remove that first-year cost overlap.

Nvidia NemoClaw Vulnerability Allows AI Poisoning via Browser Tab

A flaw in Nvidia's NemoClaw lets attackers hijack local Ollama servers through a malicious website visit, planting persistent instructions into AI models.

Why Print Is Now Part of Board-Level Business Strategy

Print and document workflows are moving from IT discussions to boardroom agendas as hybrid work exposes gaps in how information moves through organizations.

Cisco Partners with Teleport to Expand Infrastructure Identity Management

Cisco is investing in Teleport to embed identity-based infrastructure access management across its product portfolio, covering humans, machines, and AI agents.

Nvidia to Raise Server Prices 15% on Top of July's 30% Hike

Nvidia plans a 15% price hike on servers for early 2027, following July's 30% increase. Skyrocketing memory costs are driving the back-to-back raises.

Sam Altman: AI Will Spark the Greatest Small Business Boom Ever

OpenAI CEO Sam Altman says AI will fuel an unprecedented wave of small business creation by lowering barriers to financing and technical capability.

Real-Time AI at Scale: Why Pipelines Fail in Production

Real-time AI pipelines that work in development often break in production. Latency, stale features, and index rot are usually to blame.

Backdoored Rust Packages on Crates.io Execute Malware at Build Time

Three malicious Rust packages on crates.io carried a backdoor that executed automatically at compile time. Wiz links the campaign to North Korean threat actors.

Kubernetes Networking Explained: From ClusterIP to Cilium Service Mesh

A bottom-up guide to Kubernetes networking covering Pod IPs, kube-proxy, Ingress, Network Policies, CNI plugins, and Cilium eBPF service mesh.

Ransomware Evolves Into an Enterprise Resilience Challenge in 2026

Ransomware attackers are faster, more targeted, and AI-enabled. CIOs and CISOs must now prioritize operational resilience over technical defenses alone.

Critical Sandbox Escape Flaw Patched in isolated-vm Library

A critical type confusion vulnerability in isolated-vm allowed sandbox escape and potential remote code execution. Patches are available in versions 7.0.1 and 6

Why Resale Alone Can No Longer Carry the Channel

IT spending is growing, but margin is shifting away from resale. Partners must build services around the license to stay relevant.

Z.ai Releases GLM-5.3 with Post-Training Gains and Distillation Questions

Z.ai released GLM-5.3, claiming major coding improvements through post-training alone. Developers question benchmark validity and raise distillation concerns.

Agentic AI Latency: Why More GPUs Won't Fix the Problem

Half of enterprise AI deployments are missing their own latency targets at peak load. Here's why distributed architecture, not more GPUs, is the fix.

AWS Builder Lofts Coming to Berlin, Hyderabad, and São Paulo

AWS is expanding its Builder Loft program to three new cities. Permanent community spaces will offer free workshops, events, and co-working for developers.

5 Key Takeaways from Black Hat USA 2026

AI threats, supply-chain attacks, and NAT vulnerabilities dominated Black Hat 2026. Here are five key findings CISOs should factor into their security strategie

How Organizations Can Stop Supply Chain Cyber Attacks

Supply chain attacks are rising, but defenses lag behind. Experts discuss mitigation strategies and why threat-sharing across teams is essential.

Mistral AI Begins Hosting Third-Party Open Models on Its Infrastructure

Mistral AI will host third-party open models starting with GLM-5.2, offering enterprises a single infrastructure layer for multiple open models.

17 Long-Dormant Software Bugs That Took Decades to Fix

From a 30-year libpng flaw to ancient Windows DNS vulnerabilities, these bugs lingered undetected for over a decade before being patched.

Claude Chrome Extension Now Supports Cowork Sessions and Persistent History

Anthropic's updated Claude Chrome extension integrates Cowork sessions, persistent conversation history, and user connectors across all Claude surfaces.

7 Key Trends Defining the Cybersecurity Market in 2026

AI is reshaping cybersecurity through record VC funding, M&A surges, and new product categories. Quantum security has also moved from future concern to present

Meta Muse Glimmer: A 30B Local Agent Built via Distillation

Meta's Muse Glimmer is a 30B open-weight model distilled from Muse Spark for local agentic workflows. Here's what developers need to know.

Attackers Hid Malware Inside Oracle Database After SQL Injection Breach

Threat actors used Oracle's embedded Java VM to store and execute malware inside a database after gaining access via SQL injection.

How to Harden GitHub Actions Permissions with Least Privilege

Learn how to scope GitHub Actions permissions to the minimum needed, split read and write access across jobs, and verify your workflow stays secure.

Inside Operation Jailbreak: Red Hat at the US Army's Integration Sprint

In May 2026, 600+ participants from 50+ companies joined the US Army's Operation Jailbreak to integrate sensors and systems into a common C2 platform.

Amazon DynamoDB Now Supports Native Vector Search at Scale

Amazon DynamoDB now supports general availability of native vector search with single-digit millisecond latency. Store and search vector embeddings alongside op

Cyber Resilience 101: What It Means and How Dell PowerProtect One Helps

Cyber resilience is now a board-level priority. Learn what it means and how Dell PowerProtect One unifies protection, recovery, and management.

Minnesota Water Cyberattack: OT Security Lessons for Operators

A coordinated cyberattack hit 30+ Minnesota water utilities in July. Here's what operators must act on now, beyond the attribution headlines.

Apple Caps Security Bug Reports After AI Slop Floods Pipeline

Apple limits how many security reports researchers can submit at once after AI-generated junk overwhelmed its review process. Real vulnerabilities are getting c

CISA Releases Six-Step Blueprint for Isolating Critical Infrastructure

CISA and Five Eyes partners published CI Fortify, a six-step guide for isolating critical infrastructure systems during and after cyberattacks.

GPU as a Service: Should Enterprise IT Rent or Own AI Compute?

GPUs are essential for AI workloads but prohibitively expensive to own. GPU-as-a-service offers enterprises a flexible, cost-effective alternative.

How to Enforce Permission Boundaries for AI Agents Using Tools

Once an AI agent acts through tools, tool access becomes production access. Here's how to build a deterministic governance layer that controls execution.

Why Self-Hosted Inference Is Essential for Sovereign AI Agents

Enterprises routing agent workloads through third-party APIs face real sovereignty risks. Red Hat's self-hosted inference stack closes the reliability and contr

How to Build AI Applications That Switch Models Automatically

Learn how to build a resilient, multi-model AI orchestrator in Python that routes prompts by complexity and handles provider failovers automatically.

Esports as an Enterprise Tool for Digital Skills Development

Esports is gaining recognition beyond entertainment, helping organizations develop digital skills, teamwork, and leadership in the modern workforce.

Microsoft and Databricks Expand Partnership to Strengthen AI Data Management

Microsoft and Databricks are deepening their decade-long partnership, focusing on data management, Azure Cobalt infrastructure, and Genie AI integration.

AMD and Cerebras Partner on Ultra-Low Latency AI Inference System

AMD and Cerebras have unveiled a joint AI inference system combining AMD Helios and the Cerebras Wafer-Scale Engine, due in late 2026.

Why Single AI Agents Fail at Scale: Building Multi-Agent Networks

Single AI agents break down at enterprise scale. Learn how MCP Gateway, A2A protocol, and governed connectivity solve production agent failures.

German Police Dismantle Kratos Phishing-as-a-Service Group

German-led law enforcement seized Kratos PhaaS infrastructure and arrested a developer in Indonesia. Analysts warn the broader phishing ecosystem will quickly r

Alibaba Qwen 3.8 Announced With No Benchmarks or Release Date

Alibaba announced Qwen 3.8 with 2.4T parameters but offered no benchmarks, architecture details, or open-weight release date to support its claims.

Kimi K3 vs Fable 5: Real Coding Benchmark Results Compared

Kimi K3 costs a third of Fable 5's price but took four times longer across three real coding tasks. Results were nearly identical.

How a Small Security Team Uses AI Without a SOC

Webflow's security team replaced SOC headcount with AI-integrated workflows, saving 504 hours in one quarter through smarter triage and post-incident automation

Musk Open-Sources Grok Build While Profiting From Competitors' Compute

SpaceXAI released Grok Build as open source under Apache 2.0, targeting Claude Code and Codex while earning $2.3B/month from competitor compute deals.

Agentic AI on Red Hat OpenShift Shifts Vulnerability Management to Precision

Red Hat combines OpenShift with NVIDIA AI frameworks to deliver function-level exploit analysis, cutting false positives and focusing teams on real risks.

7 Key Skills and Traits of Elite Security Engineers

Security engineers need more than technical certs to stand out. Here are the skills and traits that define the best in the field.

Governments Warn Enterprises to Fix Router Security Hygiene

A multinational advisory from 19 federal agencies warns that Russian state-sponsored attackers are actively exploiting poorly secured routers via legacy SNMP pr

Open-Weight AI Models Challenge Frontier Costs by Up to 94%

Open-weight models are closing the capability gap with proprietary AI while costing significantly less, raising questions about long-term enterprise lock-in.

AWS Weekly Roundup: Builder Center Year One, July 13, 2026

AWS Builder Center marks its first year with sandbox environments and 10.4 million page views. Security Hub adds network scanning and Azure support.

Inside Brain: The AI System Running Azure's Cloud Health

Microsoft's Brain is Azure's centralized AIOps system that monitors cloud health, declares outages, and automates customer notifications at hyperscale.

Agent Mesh for Software Modernization: Pluggable Model Design

How the agent mesh architecture absorbs model and framework upgrades without rebuilding—demonstrated through a live Gemma 4 and CrewAI migration.

EU Extends Mass Private Message Scanning Law Through 2028

EU's Chat Control 1.0 is extended through 2028 after MEPs failed to block it, allowing warrantless scanning of private messages on major platforms.

IBM Updates Bob Developer Tool with AI Cost Optimization Features

IBM has updated its Bob agentic development tool with multi-agent capabilities and built-in AI cost analytics to help enterprises manage token consumption.

How MCP Is Changing WordPress Development

Model Context Protocol is closing the gap between AI capability and real WordPress environments, transforming how developers build and maintain sites.

Vercel Acquires Better Auth to Advance AI Agent Identity

Vercel acquires Better Auth, bringing its 4.7M weekly npm downloads and agent identity work under one roof to solve how AI agents authenticate independently.

Chinese Frontier AI Models Are Driving Quantization Forward

Chinese open-weight AI models like Qwen, DeepSeek, and GLM are reshaping the AI landscape through quantization, local deployment, and model commoditization.

Meta's Custom CXL Chip Vistara Reuses Older RAM in New Servers

Meta developed a custom CXL chip called Vistara to reuse surplus older RAM in newer servers without significant performance loss.

Why MSPs Are Now Prime Targets for Modern Cybercrime

MSPs have evolved into critical digital trust infrastructure. That centrality makes them high-value targets for increasingly industrialized cybercrime operation

Amazon EKS Now Supports Kubernetes Version Rollbacks Within Seven Days

Amazon EKS now lets cluster administrators roll back a Kubernetes version upgrade within seven days. No extra cost, available in all commercial AWS Regions.

OpenClaw's Persistent Agent Architecture Redefines Mobile AI

OpenClaw's new iOS and Android apps treat phones as authenticated endpoints, not compute hosts. Multiple AI companies are converging on the same architecture.

Colt DCS Cuts Greenhouse Gas Emissions 27% Since 2019

Colt DCS reports a 27% reduction in Scope 1, 2, and 3 emissions since 2019, achieving 100% renewable electricity for Scope 2 in its 2025 Sustainability Report.

Why Enterprise Networks Are Struggling to Keep Up with AI

AI and cloud adoption are pushing enterprise networks to their limits. Here's what's driving the bottlenecks and how businesses are responding.

Accenture Acquires Majority Stake in Dragos for $4.175 Billion

Accenture is acquiring a majority stake in OT security firm Dragos, plus runZero and NetRise, in a $4.175 billion critical infrastructure security deal.

Attackers Exploit Cisco Unified CM Flaw Weeks After Patch Release

A critical SSRF flaw in Cisco Unified CM is under active exploitation weeks after patches were issued. The vulnerability can allow root access on affected syste

Critical FFmpeg Vulnerability PixelSmash Enables RCE via Media Files

A heap out-of-bounds write in FFmpeg's MagicYUV decoder can crash apps or enable RCE. SBOMs are key to managing the supply chain risk.

Huawei MatePad Pro Max Review: Thin, Polished, Built for Creators

The Huawei MatePad Pro Max is the world's thinnest 13-inch tablet. Here's how it performs for creative and professional work.

Qualcomm's $3.9 Billion Modular Acquisition Targets Data Center Flexibility

Qualcomm is acquiring AI software platform Modular Inc. for $3.9 billion to build a silicon-agnostic compute layer across devices, edge, and data centers.

2026 Global Network Outage Report and Internet Health Check

ThousandEyes tracks weekly ISP, cloud, and collaboration network outages worldwide. This report covers rolling updates from mid-2026.

AI Coding Speed Outpaces Governance, GitLab Survey Finds

60% of developers say AI coding ROI exceeded expectations, but most organizations lack the infrastructure and policies to govern agent actions at scale.

Anthropic Launches Claude Tag as a Persistent Slack Team Member

Anthropic's Claude Tag embeds Claude directly into Slack channels as a shared, persistent agent that accumulates context and works autonomously over time.

Building Durable AI Agents: A Study Guide for Kubernetes and Temporal

A practical study guide to building crash-resistant, autoscaling AI agents using Temporal, Composio, KEDA, and Kubernetes.

China's LineShine Dethrones El Capitan as World's Fastest Supercomputer

China's LineShine supercomputer tops the June 2026 TOP500 list at 2.198 exaflops, ending El Capitan's reign and marking five exascale systems worldwide.

Cybersecurity Has Shifted From Prevention to Organizational Survival

Pure prevention is no longer a credible cybersecurity strategy. Organizations must now focus on resilience, continuity, and the ability to survive a breach.

Fine-Tuning a Small LLM for K12 Education: What the Cert Path Actually Looks Like

Training a small language model for classroom use involves dataset curation, fine-tuning on Apple Silicon, and safety filtering - here's the full technical path

Five Eyes Agencies Warn CSOs to Rethink Cyber Risk Strategy for AI Threats

Five Eyes cybersecurity agencies urge CSOs to overhaul cyber risk strategies as AI-driven threats accelerate. Experts call the guidance late but necessary.

GitLab Report: AI Code Governance Gap Widens as Speed Outpaces Control

GitLab's AI Accountability Report finds 43% of organizations can't distinguish AI-generated code from human-written code in their own codebases.

How Flutter Renders UI: BuildContext and the Element Tree Explained

Flutter's three-tree rendering model explained in depth. Understand BuildContext, the Element tree, and why common context errors occur.

Learn Notion Workers: Free 1-Hour Course on Native Automations

A free freeCodeCamp course teaches Notion Workers from setup to deployment. No coding background required.

Linux Foundation Launches ANS to Give AI Agents Verifiable DNS Identities

The Linux Foundation announced the Agent Name Service, an open standard linking AI agent identities to DNS. Multiple competing proposals are now emerging from t

Nvidia: Latest News and Insights on AI and GPU Innovation

Nvidia continues to shape enterprise AI with new GPU platforms, data center innovations, and expanding industry partnerships. Follow the latest developments her

OpenClaw vs. Hermes Agent: Comparing AI Agent Harness Platforms

OpenClaw and Hermes Agent represent two approaches to AI agent harnesses. Here's how their gateway-first and memory-first designs compare for enterprise use.

Rami Rahim: Legacy Networks Can't Withstand the Rigors of AI

HPE Networking chief Rami Rahim outlines five themes from HPE Discover showing how AI is transforming network engineering roles and requirements.

Sleep Tracking, Bluetooth Signals, and EMF in Wearables

Sleep trackers emit far less RF energy than smartphones. Here's what the research actually says about EMF, melatonin, and overnight wearable use.

What LLMs, MCP, and LangChain Actually Mean for AI Certification Exams

AI certification exams now test LLMs, tool-calling, and orchestration frameworks. Here's what each concept actually does.

What Terraform at Scale Actually Looks Like Inside Engineering Teams

Learning Terraform solo is straightforward. Working with 60 engineers on shared infrastructure is a different discipline entirely.

When Flutter Architecture Fails, So Does Your Exam Strategy

Flutter apps and exam prep share the same collapse pattern. Here's what the architecture breakdown reveals about scaling both.

Why Kubernetes Teams Still Don't Trust Resource Optimization Automation

82% of Kubernetes practitioners trust automated delivery, but 71% still require human review before applying resource optimization changes.

10 Ways Red Hat Is Accelerating Enterprise IT in 2025

Red Hat's latest cross-portfolio updates span AI tooling, quantum-resistant security, certification paths, and VM migration—covering the full hybrid cloud stack

AWS Lambda Introduces MicroVMs for Isolated Sandboxed Execution

AWS Lambda MicroVMs lets developers run user- or AI-generated code in isolated, stateful Firecracker environments with near-instant launch and resume.

AWS Weekly Roundup: NY Summit, New Services, and Price Cuts

AWS Summit NYC highlighted major AI agent launches. Last week also brought new Local Zones, Grok 4.3 in Bedrock, and price reductions.

Cursor Acquires Open-Source Coding Assistant Continue

Cursor has acquired open-source coding assistant Continue. The product has been shut down, with users given until July 15 to export their data.

Dell PowerEdge XE8812 Brings Nvidia Vera Rubin GPUs to Enterprise AI

Dell's PowerEdge XE8812 server scales to 144 GPUs per rack using Nvidia's Vera Rubin NVL4 architecture, anchoring the Dell AI Factory with Nvidia platform.

Honor 600 Pro Review: Flagship Lite With a Few Caveats

The Honor 600 Pro sits between budget and flagship, offering premium build quality and strong specs at £899 — but value depends on your priorities.

How to Build a Scalable Design System in a Monorepo

Learn how to build a modular, scalable design system using React and Turborepo — the same approach used by Microsoft, IBM, and Shopify.

IT Teams Embrace AI Tools but Worry Security Can't Keep Pace

AI adoption is widespread across IT environments, but most teams say their security controls aren't ready to manage the associated risks.

Klue Breach Exposed Salesforce CRM Data via Stolen OAuth Tokens

Attackers compromised Klue's legacy credentials, stole OAuth tokens, and accessed Salesforce CRM data across multiple customer environments including Huntress a

Microsoft 365 Email Signature Compliance Checklist for IT Professionals

A quick-reference guide covering the five critical pillars of email signature governance in Microsoft 365, from legal compliance to cross-device standardization

Project Navigator: AI-Optimized Model Deployment for OpenShift AI

Project Navigator helps teams move from model selection to production deployment faster. Available as a developer preview in OpenShift AI 3.4.

Why Deterministic Validation Beats Reflection for AI Agent Output

Reflection loops fail silently on structured AI output. Learn a deterministic validation pattern that catches errors reliably in production.

Why AI Agents Should Search Like a 2010 Quant

AI agents don't need dumbed-down search. Giving them expert-level query tools produces far better results than techniques built for casual human users.

Everpure's Data Management Pivot Puts It on Collision Course With Rivals

Everpure is pushing into data management with a new Data Intelligence platform, but faces stiff competition from established industry players.

How AI Is Reshaping the SOC Quality-Cost-Consistency Triangle

AI is changing the fundamental trade-offs in security operations. Learn how the SOC Triangle is evolving and what it means for security teams.

Microsoft's June Update Breaks OLE Automation for Office Apps

Microsoft's June 9 update broke OLE automation, preventing Word and Excel from opening via third-party apps. A fix is in progress.

UK Faces 160,000 AI Talent Shortfall by 2028

The UK will have over half its AI roles unfilled by 2028. Global hiring is emerging as the primary strategy to close the gap.

Amazon EC2 G7 Instances Now Available with NVIDIA RTX PRO 4500 Blackwell GPUs

AWS launches EC2 G7 instances powered by NVIDIA RTX PRO 4500 Blackwell Server Edition GPUs, delivering up to 4.6x AI inference performance over G6.

Amazon ECS Now Supports High-Resolution Metrics for Faster Auto Scaling

Amazon ECS service auto scaling now supports 20-second high-resolution metrics, reducing scale-out trigger time by 76% for faster response to demand surges.

Everpure's EMEA CTO on Navigating Data Sovereignty for EU Customers

Everpure's EMEA CTO discusses how rising geopolitical tensions are reshaping European data sovereignty strategies and cloud dependency concerns.

Fortibleed Campaign Exposes 75,000 Fortinet Firewalls Worldwide

A credential-compromise campaign called "Fortibleed" has exposed tens of thousands of Fortinet firewalls globally, with cracked admin passwords granting remot

Neoclouds, Postgres, and the Case for Sovereign AI Infrastructure

Enterprises are shifting AI strategy from training to inference. Sovereign architectures built on Postgres and neoclouds are leading the way.

Amazon Bedrock Managed Knowledge Base: Faster Enterprise AI Applications

Amazon Bedrock Managed Knowledge Base simplifies RAG pipeline management for enterprise AI. Developers can connect data sources and query knowledge bases in min

AMD Acquires MEXT to Add Predictive Memory Optimization to AI Stack

AMD acquires memory optimization startup MEXT to help enterprises manage AI workloads without expanding costly DRAM capacity.

AWS DevOps Agent Adds Release Management Capabilities in Preview

AWS DevOps Agent now includes release readiness review and autonomous release testing in preview, helping teams safely assess code changes before production.

Edge IT Power Failures and Staffing Gaps Pose Summer Risks

Power loss is the leading cause of edge site outages. Summer staffing gaps make recovery harder for distributed IT environments.

Web Search on Amazon Bedrock AgentCore Now Generally Available

AWS launches Web Search on Amazon Bedrock AgentCore, grounding AI agents in current web knowledge while keeping all data within AWS. Priced at $7 per 1,000 quer

Amazon S3 Annotations: Attach Rich Queryable Metadata to Objects

Amazon S3 now supports annotations, letting you attach up to 1 GB of mutable, queryable metadata per object in JSON, XML, YAML, or plain text.

Cloud Strategy Has Grown More Complex Than Ever for IT Leaders

AI, cost management, data sovereignty, and hybrid architecture are forcing CIOs to rethink cloud strategy from the ground up.

HPE Launches AI Networking Hardware, SASE Platform, and Management Tools

HPE unveiled a broad set of AI networking hardware and software at its Discover event, targeting enterprise AI infrastructure from data center to edge.

AWS WAF Now Lets Publishers Charge AI Bots for Content Access

AWS WAF adds AI traffic monetization to Bot Control, letting publishers set per-request pricing for AI bots and collect stablecoin payments at the network edge.

AWS Weekly Roundup: FinOps Agent, Gemma 4, Kiro Pro Max

AWS Summit New York headlines a busy week of launches including FinOps Agent preview, Gemma 4 on Bedrock, and Graviton5-powered EC2 instances.

AWS Weekly Roundup: BYOM for RDS SQL Server, June 2026

This week's AWS launches include BYOM for RDS SQL Server, Cognito multi-Region replication, OpenAI models on Bedrock, and more.

AWS Weekly Roundup: Claude Opus 4.8, Aurora MySQL with Kiro Powers

AWS highlights Claude Opus 4.8 on Amazon Bedrock, next-gen OpenSearch Serverless, Aurora MySQL with Kiro Powers, and more launches from the past week.

OpenAI GPT-5.5, GPT-5.4, and Codex Now Available on Amazon Bedrock

OpenAI GPT-5.5, GPT-5.4, and Codex are now available on Amazon Bedrock for coding, reasoning, and agentic workflows.