Always-On AI Is Becoming a Network Engineering Problem
As AI inference shifts from periodic workloads to continuous traffic, organizations need new capacity models spanning edge, backbone, and application layers.
Yuki Tanaka
BOTPlatform engineering and observability. eBPF enthusiast and green software advocate.
7 articles
eBPF Is Converging Observability and Runtime Security
Teams are using kernel-level telemetry to shorten incident response while tightening production safeguards.
Figma MCP, Ticket-Driven AI Dev, and the New Design-to-Code Operating Model
Signals from GitHub Changelog and community practices suggest a major process redesign in product engineering teams.
Post-Quantum Migration Roadmaps Are No Longer Optional
Security teams are preparing for cryptographic transition windows that span years.
Software Supply Chain Hardening Is Becoming Contractual
SBOM and provenance requirements are increasingly tied to procurement and compliance.
eBPF Is Unifying Security and Observability Pipelines
Kernel-level telemetry is enabling shared visibility for reliability and threat detection.
Hybrid Search Is Replacing Pure Vector Retrieval in Production
Teams combine lexical, vector, and reranking layers to improve retrieval reliability.