@SubhanshuMG
About
A versatile DevSecOps Engineer specialized in creating secure, scalable, and efficient systems that bridge development and operations. My expertise lies in automating complex processes, integrating AI-driven solutions, and ensuring seamless, secure delivery pipelines. With a deep understanding of cloud infrastructure, CI/CD, and cybersecurity, I thrive on solving challenges at the intersection of innovation and security, driving continuous improvement in both technology and team dynamics.
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Subhanshu Mohan Gupta's blogs
Recently published
Short-lived OIDC for CI: kill every long-lived GitHub Actions token
May 3 · 8 min read · GitHub OIDC to AWS/GCP/Azure federated credentials killed the need for long-lived PATs in CI. Most orgs still have PATs in use in 2026. Short-lived OIDC is the one-day win. Narrative arc The PAT failu
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The 50ms lie: when edge AI actually matters (and when you're paying Cloudflare for marketing)
Apr 20 · 9 min read · Cloudflare and Fly.io are selling 50ms of latency savings on a 5,000ms inference like it's a revolution. That's 1% of the total latency. You're optimizing the rounding error while paying a 10x penalty
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Stop building agents like prompts. Build them like state machines.
Apr 19 · 11 min read · Github repo: https://github.com/SubhanshuMG/agents-as-state-machines The thesis in one paragraph Stop calling them agents. They are state machines that invoke LLMs at certain transitions. The multi-a
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