Research, experiments, and implementation notes filed under infrastructure.
Cloudflare Connects AI Vulnerability Hunting To Production Evidence
Cloudflare's Vulnerability Discovery and Remediation service is a useful pattern for AI security work: rank findings with production traffic, WAF context, validation, and human review.
OpenAI Agents SDK Makes Sandboxes A First-Class Boundary
OpenAI's Agents SDK update is a practical reminder that production agents need explicit workspaces, isolated compute, durable state, and credential boundaries.
Cloudflare Shows Why Cache Layout Still Matters
Cloudflare's 1.1.1.1 DNS cache work is a practical reminder that high-cardinality systems need memory layout reviews, not just bigger machines.
Cloudflare Workers Shows Why Isolation Needs Layers
Cloudflare's Workers Spectre reassessment is a practical reminder that isolate-based platforms need layered containment, not a single clever mitigation.
GPU Scheduling Is Becoming AI Infrastructure Work
A practical look at why GPU allocation order matters for AI teams running mixed training, inference, quantization, and batch workloads.