Full-stack with infrastructure depth — I work across backend, frontend, and cloud/DevOps, with a bias toward systems that are correct before they're clever.
Currently: engineering an AI SRE agent that diagnoses Kubernetes issues, generates remediation PRs, and earns execution authority incrementally. The core thesis: autonomous infra ops needs to build trust before it takes action.
AI SRE — Autonomous Kubernetes operations. Focused on the human-AI handoff problem in high-stakes infrastructure.
Ariadne — Open source skill package for building Obsidian vaults that
AI agents can navigate, maintain, and operate reliably. Scope inheritance
model + deterministic validator.
→ github.com/pariyar07/ariadne
Signal Theory — Writing and video about how software gets built and what it actually teaches.
Full-stack with infrastructure depth — I work across backend, frontend, and cloud/DevOps, with a bias toward systems that are correct before they're clever. I cover the full delivery surface: APIs, distributed systems, CI/CD, observability, and cloud infra.
Essays on fundamentals, systems thinking, and what building software
actually teaches you.
→ satyampariyar.com