Your rate limiter was designed for humans
Agent traffic doesn't get tired. Four layers of your stack assume it does.
Series
AI-Native Infrastructure & Security Architecture Research | Subhanshu Mohan Gupta
Independent research and deep technical exploration of AI-driven DevSecOps, resilient cloud architecture, cross-chain systems and large-scale distributed architecture.
Posts in this series
How I Built ForgeKit: An Open-Source Engineering Acceleration Platform That Scaffolds Production-Ready Projects in Under 60 Seconds
Every engineer has lost a Monday morning to wiring up the same Dockerfile, the same GitHub Actions workflow and the same ESLint config they wrote three projects ago. ForgeKit eliminates that entirely. One command. Production-ready project.
Building a Deployment Health Validator
5 Subtle Bugs That Break Production (and how to find them)
Platform Engineering at the Edge
Designing IDPs for Satellites, Factories and Hospitals
Governing the Ungovernable: Building an EU AI Act Article 9 Compliance Framework for Agentic AI That Actually Works in Production
Static compliance frameworks were built for fixed pipelines. Agentic AI has runtime-determined risk profiles, non-deterministic tool chains, and emergent blast radii. Here is the six-layer architecture, full implementation code, and CI/CD gate that closes the gap before the August 2026 enforcement deadline.
The 3AM Problem: Why On-Call Burnout Is a System Design Failure, Not a People Problem
62% of engineers say on-call rotations have damaged their mental health. 34% quit within 18 months. 80% of alerts are noisy, duplicated, or resolve before the engineer can act. This is not a resilience problem. This is a system design problem and every single root cause has a technical fix.
