Your rate limiter was designed for humans
Agent traffic doesn't get tired. Four layers of your stack assume it does.
AI-Driven DevSecOps, Cloud Security & System Architecture | Subhanshu Mohan Gupta
Check out my “Revolutionary AI DevOps” publications, where AI transforms DevOps, enhancing automation, CI/CD, security, and performance for next-gen infrastructures.
Latest articles
Trust the Silicon. They Said.
TEE.Fail cracked SGX, TDX, and SEV-SNP. The hard part is not the breach, it is deciding what you still dare to run inside an enclave.
The EU CRA countdown
CE-marked software is coming
Crypto inventory: the platform workstream nobody scoped
From stale audits to continuous control
The agentic SOC is here
Platform teams: here is what you own
The distributed monolith tax
Shopify, Amazon Prime Video and the 2026 modular-monolith pattern that beats microservices cosplay
Short-lived OIDC for CI: kill every long-lived GitHub Actions token
AWS OIDC, GCP WIF, Azure federated credentials
The 50ms lie: when edge AI actually matters (and when you're paying Cloudflare for marketing)
Putting Llama-70B at the edge to save 50ms on a 5-second inference is like airlifting lettuce to shave 2 minutes off a 4-hour dinner. Know which latency you're actually optimizing
Stop building agents like prompts. Build them like state machines.
Durable execution (Temporal, Restate, Inngest), idempotency keys for tool calls, and human-in-the-loop as an interrupt primitive.
