Blog
Research, tutorials, and insights on Kubernetes, CI/CD, and cloud security
Agentic AI Deals: M&A, Acquisitions, and VC Funding (September 11-18, 2026)
Cohere and Aleph Alpha sign a definitive merger at roughly 20 billion dollars with 600 million dollars from Schwarz Group, OpenAI weighs a pre-IPO round at 1.2 trillion dollars while Anthropic picks Nasdaq for an October listing targeting 2 trillion dollars on 11.6 billion dollars of second quarter revenue, and Amazon takes a warrant stake in Generac tied to 8 billion dollars of data center generators. Factory raises 200 million dollars at 5 billion, Zipline seeks 1 billion dollars at 20 billion, Manus seeks 500 million dollars at 4 billion after the Meta unwind, Euclyd closes more than 200 million euros, Ayar Labs adds 150 million dollars at a 5 billion dollar mark, Cisco pairs Splunk with AWS, NVIDIA and Anthropic at .conf26, Comp AI raises 34 million dollars, Fortaegis 50 million dollars, and May Mobility lists through a 1.4 billion dollar SPAC.
AI Jobs Radar: Workforce Trends, Emerging Roles, and Skills Demand (September 18, 2026)
The Federal Reserve hikes 25 basis points to 3.75 to 4.00 percent with unemployment projected at 4.1 percent through 2027, August CPI runs 3.4 percent and weekly claims fall to 196,000 while Oracle cuts staff at 6 a.m. on September 14 and adds 700 million dollars to a restructuring plan now worth up to 2.8 billion dollars after headcount fell from 162,000 to 141,000. PayPal files 251 engineering-heavy San Jose cuts within a 4,760 person, 1.5 billion dollar plan, Benioff tells Dreamforce that Salesforce has more than 83,000 employees with engineering flat at 15,000, Check Point commits to 300 gross sales hires, Palo Alto Networks pays 500 million dollars for Console, PwC measures a 62 percent AI wage premium, NACE finds one third of entry-level jobs now require AI skills, and the 103,265 dollar H-1B fee comment window closes September 24.
AI Security Roundup: LLM, MCP, RAG, and Agentic Vulnerabilities (September 18, 2026)
GreyNoise documented an AI agent swarm on OpenAI Codex and a DeepSeek model breaching 395 organizations through PaperCut CVE-2026-81578 and CVE-2026-82078 in hours, Wiz detailed the full LiteLLM chain behind KEV-listed CVE-2026-59822 plus root RCE CVE-2026-59821, Anthropic's 154-page report and Google GTIG mapped autonomous multi-agent intrusions, Cursor CVE-2026-48124 and Docker Sandboxes CVE-2026-77179 (CVSS 9.4) extended the sandbox-escape run, Microsoft patched Copilot Studio CVE-2026-80098 (CVSS 9.3) among a record 974 flaws, and NSA, CISA, and FBI named six Chinese labs in an industrial distillation advisory.
Agentic AI this week (September 11 - September 18, 2026)
Dario Amodei's 3,800-word essay calling for a slower frontier drew backing from Sam Altman and Elon Musk, a rebuke from President Trump, and a September 14 security rally that lifted Zscaler 16.5 percent, CrowdStrike 12 percent, Palo Alto 11 percent and Fortinet 9.04 percent. OpenAI opened the Agents API in public beta with nine sandbox partners and began testing Sponsored Agents, Anthropic added server-evaluated auto permissions to Managed Agents and merged Cowork into Claude, Salesforce launched AIforce, Claudeforce with 37 skills and the Koa reasoning model, Google shipped Gemini 3.8 Live at 1.38 dollars per hour, ServiceNow took an Envoy-based AI Gateway to GA, Cloudflare flipped AI crawler defaults, Fortinet released FortiSOAR 8.0 with 19 agents, and Meta published a WhatsApp Business MCP server.
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