Blog
Research, tutorials, and insights on Kubernetes, CI/CD, and cloud security
Agentic AI Deals: M&A, Acquisitions, and VC Funding (June 12-19, 2026)
SpaceX raises a record $75 billion in its June 12 IPO at a $1.77 trillion valuation, Palo Alto Networks closes its $700M-class Portkey AI gateway acquisition while Cisco completes the $400M Astrix deal, Anthropic files its S-1 at a $965 billion valuation one week before OpenAI files its own, hyperscalers commit $725 billion in combined 2026 capex, and BlackRock-Nvidia-Microsoft close a $40 billion Aligned Data Centers acquisition as capital consolidation accelerates around the agentic infrastructure stack.
AI Jobs Radar: Workforce Trends, Emerging Roles, and Skills Demand (June 19, 2026)
Tech layoffs hit 185,894 workers across 267 events in 2026 with 56% citing AI, ServiceNow cuts hundreds in June while Robinhood eliminates 290 and Nike slashes 1,400 technology roles, Gartner finds 80% of companies deploying autonomous AI report workforce reductions but no ROI improvement, Anthropic grows to 5,000 employees and commits $350 million to its Economic Futures Program, AI engineers command $227K median base with frontier-lab alignment researchers averaging $340K, Fortinet reports 49% of IT leaders face corporate pushback on cybersecurity hiring, and 76% of organizations now have a Chief AI Officer up from 26% one year ago.
AI Security Roundup: LLM, MCP, RAG, and Agentic Vulnerabilities (June 19, 2026)
LiteLLM AI gateway hit by CVSS 9.9 four-CVE chain enabling full server takeover with CVE-2026-42271 added to CISA KEV, LangGraph discloses three-CVE RCE chain via SQL injection and unsafe deserialization, Mastra npm scope takeover backdoors 144 AI framework packages with a cross-platform RAT, Hades campaign poisons 26 PyPI graph-ML packages with AI-analyst misdirection payloads, FortiBleed exposes credentials for 73,000 Fortinet devices across 194 countries, Check Point VPN zero-day CVE-2026-50751 CVSS 9.3 exploited by Qilin ransomware, FIRST raises 2026 CVE forecast to 66,000 driven by autonomous AI discovery agents, and Microsoft ships record 208 Patch Tuesday fixes as MDASH AI agents discover vulnerabilities at industrial scale.
Agentic AI this week (June 12 - June 19, 2026)
Anthropic suspends Claude Fable 5 and Mythos 5 globally after a US export-control directive on June 12, AWS Summit New York unveils AgentCore Web Search and Kiro Pro Max on June 17, KPMG rolls Microsoft Agent 365 to 276,000 staff across 138 countries, Check Point integrates AI Defense Plane with Google Cloud Agent Gateway for late June availability, Fortinet FortiOS 8.0 adds native MCP and A2A traffic inspection, MCP SDK downloads hit 97 million monthly with 10,000 public servers, the EU Digital Omnibus pushes high-risk AI obligations to December 2027, and SpaceX SPCX stock swings from $225.64 all-time high to $185 as IPO euphoria fades.
When a Camera Becomes a Tool
A $60 edge vision device with an unauthenticated MCP server is not just a camera. In an agentic environment, it is a remotely callable perception tool. And that changes everything.
Why Agent Roles Should Be Separated in AI Systems
Context shapes reasoning. An agent that reads security research may absorb its framing and logic, influencing how it plans and acts. That is why role separation is becoming a security pattern for agentic AI.
MCP Composition Scanner: Detecting Emergent Security Risks in Multi-Server Agent Ecosystems
Introducing the first cross-server MCP capability composition analyzer - detecting risks invisible to individual server reviews when frontier models chain tools across server boundaries
The WAF Is Dead. Long Live… What Exactly?
Why the Web Application Firewall model is failing the modern application landscape, and what security leaders should be rethinking
Kubernetes Gateway API Tutorial
A complete hands-on guide to deploying the Kubernetes Gateway API with Envoy Gateway on a local KIND cluster using Cilium CNI
From LLM Playground To Enterprise Control Plane
Why AI Gateways, MCP Registries and Kubernetes Are Becoming The Agentic Foundation
The Agentic AI Inflection Point
A simple Google ADK Penetration Testing Agent using Sequential Thinking and MCP
The Capability Delta: When AI Agents Outgrow Their Sandboxes
Exploring the hidden gap between an agent's declared tool set and its effective real-world power once reasoning, chaining, and environment access come into play
Exploiting applications using liveness probes in Kubernetes
Security implications of Kubernetes liveness, readiness and startup probes
How to TCPdump using ephemeral containers in Kubernetes (part 3)
Using ephemeral debug containers to run tcpdump without restarting pods
How to TCPdump effectively in Kubernetes (part 2)
Using hostNetwork pods to capture traffic on Kubernetes nodes without SSH access
How to TCPdump effectively in Kubernetes (part 1)
Using kubectl patch to add a tcpdump sidecar container to existing deployments
How to TCPdump effectively in Docker
Learn how to capture network traffic from Docker containers using TCPdump by linking to container network stacks