Writing

Zero-Overhead Kernel Introspection: Enforcing Security Invariants with eBPF and Cilium

Replacing iptables connection bottlenecks with direct Linux kernel socket filtering.

Mar 15·8 min read·Kubernetes
Zero-Overhead Kernel Introspection: Enforcing Security Invariants with eBPF and Cilium

“User-space daemon security scanners are too late. The kernel is the only authoritative witness.”

As Kubernetes clusters grow beyond hundreds of microservices, iptables routing rules degrade O(N) into CPU bottlenecks. By shifting connection state tracking directly into the Linux kernel with eBPF, we achieved sub-millisecond network policy verification.

The Collapse of kube-proxy at Scale

Every Kubernetes service creates iptables entries that the kernel traverses linearly on every packet. At 5,000 services, sequential rule evaluation introduces measurable packet jitter and saturates softirq cycles.

Cilium replaces iptables by attaching eBPF bytecode programs to the Traffic Control (tc) and socket layers of the Linux kernel, routing packets using constant-time BPF hash maps (O(1)).

Selected Writing

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Deterministic Cloud Invariants: Designing Ephemeral Environments with Zero State Drift

Deterministic Cloud Invariants: Designing Ephemeral Environments with Zero State Drift

A mathematical framework for cloud isolation and on-demand cluster lifecycles.

Oct 14·6 min read
Terraform
Zero-Downtime Rollouts: Statistical Canary Verification in Multi-Cluster Mesh

Zero-Downtime Rollouts: Statistical Canary Verification in Multi-Cluster Mesh

Automated traffic weighting and real-time Mann-Whitney U error budget analysis.

Aug 4·5 min read
Kubernetes
Short-Lived Credentials: Eliminating Long-Lived AWS Keys with GitHub OIDC

Short-Lived Credentials: Eliminating Long-Lived AWS Keys with GitHub OIDC

A practical blueprint for zero static secrets via cryptographic STS role federation.

Jun 18·4 min read
Cloud
Telemetry Without Noise: High-Cardinality Distributed Tracing in Production

Telemetry Without Noise: High-Cardinality Distributed Tracing in Production

Linking anomalous metric spikes directly to contextual exemplar trace graphs.

Apr 22·7 min read
Networking
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