Field notes from the edge.
What our engineers learned this week. Hands-on technical deep-dives, postmortems, and strategy frameworks.
AIRed Agents vs. Blue Agents: How to Make AI Better At Defense
Researchers are addressing the offensive bias in agentic AI systems by deploying red team agents to train defensive blue team agents. This approach mirrors traditional cybersecurity practices, using adversarial testing to strengthen AI defense capabilities and create more balanced, secure AI systems.
AIAgentic Browsers Rewind Web Security by 20 years
A new class of vulnerabilities called 'PleaseFix' has been discovered in agentic browsers that makes them susceptible to social engineering attacks. These flaws expose critical weaknesses in how AI-powered browsers handle cross-origin requests, potentially reversing two decades of web security progress as autonomous agents interact with web applications without proper security controls.
AITop announcements of the AWS Summit in New York, 2026
AWS Summit New York 2026 focused heavily on agentic AI capabilities, with major announcements centered on Amazon Bedrock AgentCore enhancements for enterprise AI agent development. Key launches include managed knowledge bases, web search integration, AI traffic monetization through AWS WAF, and security automation tools like AWS Continuum that operate at machine speed to identify and remediate vul
AINow available: Amazon EC2 M9g and M9gd instances powered by new AWS Graviton5 processors
AWS has launched Amazon EC2 M9g and M9gd instances powered by Graviton5 processors, delivering up to 25% better compute performance and 35% faster performance for web applications compared to Graviton4. The new instances feature 192 cores, 5x larger L3 cache, DDR5-8800 memory, PCIe Gen6 support, and introduce the Nitro Isolation Engine—the first formally verified cloud hypervisor for enhanced secu
AIAnnouncing Microsoft Discovery general availability and Microsoft Discovery app preview
Microsoft has announced the general availability of Microsoft Discovery, a comprehensive platform for building and governing agentic AI workflows across scientific and engineering disciplines. The company is also launching the Microsoft Discovery app in preview, a desktop experience that provides researchers, students, and academic teams with simplified access to the platform's capabilities withou
AIAgentic AI Isn't Risky; the Way Orgs Deploy It Is
Agentic AI systems are not inherently risky black boxes, but rather models that interact with existing software tools and infrastructure. The primary risk emerges from how organizations deploy these agents and manage the overlap between AI capabilities and enterprise systems. Proper deployment strategies and governance frameworks are essential to mitigate risks associated with agentic AI integrati