Datadog
Beyond Market Intelligence keeps Datadog in one place: 3 stories so far. The section currently leads with “How a blocked attack turned a security agent into a DNS hijacker”, “Progressive Deployments for Stateful Infrastructure That Actually Works”, and “How Expedia's AI Observability Platform Helps Engineers Investigate Faster”. A security agent read a Cloudflare log, found an attacker's prompt-injection payload sitting inside it, and rewrote the company's DNS. Core infrastructure fails differently than applications, and pretending otherwise is how outages happen. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every Datadog story on Beyond Market Intelligence, newest first.
How a blocked attack turned a security agent into a DNS hijacker
A security agent read a Cloudflare log, found an attacker's prompt-injection payload sitting inside it, and rewrote the company's DNS. The firewall had already blocked that payload, and blocking it is what wrote it into the log. That chain is GhostJacking, and it makes one thing clear: a high block rate is not a security boundary. The fix is an authorization gate outside the model, one that lets an agent propose a change but never approve it.
Progressive Deployments for Stateful Infrastructure That Actually Works
Core infrastructure fails differently than applications, and pretending otherwise is how outages happen. In this presentation, Ian Nowland, drawing from his leadership at AWS and Datadog, confronts why conventional CI/CD practices break down for stateful, foundational platforms. He offers actionable techniques for safe progressive deployments and synthetic testing in production, all aimed at mitigating blast radius. It's a grounded, practical look at a complex problem.
How Expedia's AI Observability Platform Helps Engineers Investigate Faster
When a production incident hits, every minute of investigation matters. Expedia Group's STAR platform cuts through the noise by pairing service telemetry with large language models, giving engineers a structured path to root cause analysis. Built on FastAPI and Datadog, it keeps humans firmly in control while accelerating response times. That balance matters. For more on how AI assists in complex technical work, our related piece, "Unlock LLM Training: A Practical Guide to Distributed Algorithms," offers a deeper look at the underlying mechanics.