Your rate limiter was designed for humans
Agent traffic doesn't get tired. Four layers of your stack assume it does.
Aug 24, 202620 min read19
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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.
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.
Mar 24, 202610 min read73
Building a Deployment Health Validator
5 Subtle Bugs That Break Production (and how to find them)
Mar 10, 202619 min read32
Platform Engineering at the Edge
Designing IDPs for Satellites, Factories and Hospitals
Mar 3, 202616 min read70
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.
Feb 28, 202615 min read138
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.
Feb 25, 202626 min read53