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.
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, runtime-agnostic knowledge layer for durable,
human-owned Markdown vaults. It gives AI agents reliable routes, bounded write
authority, source-backed knowledge workflows, and deterministic validation
without owning execution or orchestration.
→ github.com/pariyar07/ariadne
Kybernetes: Open-source, runtime-adaptive steering layer and portable
control contract for hard agentic work. It helps agents hold goals, choose
proportionate control, preserve durable state, bound delegation, verify
completion, and recover across turns and runtimes.
→ github.com/pariyar07/kybernetes
Architekton: Open source system for helping repositories establish,
maintain, apply, and audit reviewable engineering practice. It makes guidance,
evidence, gaps, and conflicts inspectable without confusing advice with
enforcement.
→ github.com/pariyar07/architekton
Essays on fundamentals, systems thinking, and what building software
actually teaches you.
→ satyampariyar.com