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Diagram showing llm-d evolving from round-robin model serving to cache-aware routing, tiered KV cache and priority flow control
llm-d 1.0 Brings Agent-Aware Routing to Kubernetes AI Inference
Apple's Ask Permission prompt for a child's App Store download request.
Teen Accounts Reached 135 Nudify Apps Despite Parental Controls
ReactOS 0.4.16 desktop with the Start menu open
ReactOS Can Install on NTFS, but It Is Still an Alpha Test
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Diagram showing llm-d evolving from round-robin model serving to cache-aware routing, tiered KV cache and priority flow control
6 min
  • AI
  • AI Infrastructure
  • Developer Tools
  • Enterprise Tech

llm-d 1.0 Brings Agent-Aware Routing to Kubernetes AI Inference

llm-d 1.0 stabilizes APIs, adds agent-aware routing and coordinates zero-downtime inference upgrades. Here is what platform teams should test before migrating.
Akshay
October 20, 2026
Read More
Apple's Ask Permission prompt for a child's App Store download request.
6 min
  • AI
  • Apps
  • Digital Culture
  • Tech Policy

Teen Accounts Reached 135 Nudify Apps Despite Parental Controls

A new test found that 13-year-old accounts could download 135 nudify-capable apps from Apple and Google stores. Age ratings, purchase approvals and app removals all left gaps.
Akshay
October 20, 2026
Read More
ReactOS 0.4.16 desktop with the Start menu open
0
4 min
  • Consumer Tech
  • Developer Tools
  • How-to
  • Windows

ReactOS Can Install on NTFS, but It Is Still an Alpha Test

ReactOS can finally install and boot on NTFS, but caching, journaling and security support are missing. Here is what changed and how to test it safely.
Akshay
October 20, 2026
Read More
NorForge report artwork for its investigation into exposed Cairn AI agent control panels
6 min
  • AI
  • E-Commerce
  • Enterprise Tech
  • How-to
  • Security

Cairn AI Agents Breached 100+ Sites: What Defenders Should Check

NorForge exposed autonomous Cairn intrusion campaigns that attempted 1,200 sites and compromised more than 100. Here is how the agents worked and what defenders should audit.
Akshay
October 20, 2026
Read More
Diagram showing PyTorch and TorchNeuron running above AWS Neuron and Trainium hardware
5 min
  • AI
  • AI Infrastructure
  • Developer Tools
  • Enterprise Tech

TorchNeuron Runs PyTorch on Trainium, but Beta Gaps Matter

Amazon's TorchNeuron makes Trainium a native PyTorch device. Here are the public beta's compatibility gaps, performance claims and migration checks.
Akshay
October 19, 2026
Read More
Microsoft diagram showing layered security controls around enterprise AI agents
5 min
  • AI
  • Enterprise Tech
  • Security

Microsoft Guardian Agents Can Strip Risky AI Tools of Write Access

Microsoft's Guardian Agents can reduce permissions, require approval or stop risky AI tools mid-task. Here is what the private preview covers and misses.
Akshay
October 19, 2026
Read More
Microsoft Exchange logo representing the October 2026 Windows Server update issue
4 min
  • Enterprise Tech
  • How-to
  • Security
  • Windows

October Windows Server Updates Can Stall Exchange Mail: What to Do

Microsoft says October Windows Server updates can break Exchange OWA, mail flow and DAG health. Here is the affected-KB list, registry mitigation and verification order.
Akshay
October 19, 2026
Read More
Plex Media Server logo
5 min
  • Consumer Tech
  • How-to
  • Security

Plex2Shell Is Being Exploited: How to Check and Clean Your Plex Server

Plex2Shell is now being used to install miners and proxy software. Check your Plex version, hunt the early indicators, and know when to rebuild.
Akshay
October 19, 2026
Read More
DeepSeek logo in blue on a white background
0
4 min
  • AI
  • Enterprise Tech
  • Security
  • Tech Policy

DHS Orders DeepSeek Out of U.S. Civilian Agency Systems, Including Third-Party Tools

DHS ordered civilian agencies to remove DeepSeek and third-party tools built on its models. Here is what agencies and federal vendors need to inventory.
Akshay
October 19, 2026
Read More
Anthropic illustration accompanying its Public Benefit Fund announcement
4 min
  • AI
  • Tech Business
  • Tech Policy

Anthropic Pledges 5% of Its Shares to a Public Benefit Fund. Governance Comes Later

Anthropic plans to put 5% of its shares into a public benefit fund. Here is how the stake can grow, what remains unclear, and why governance matters.
Akshay
October 19, 2026
Read More
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