---
title: "Soumyajyoti Biswas (@soumyajyotibiswas) | Hashnode"
description: "Cloud architect and automation engineer building reliable systems, safer workflows, and tools that make operations calmer."
url: "https://hashnode.com/@soumyajyotibiswas"
---

@soumyajyotibiswas

# Soumyajyoti Biswas

@soumyajyotibiswas · India · Joined May 2026

Cloud architect and automation engineer building reliable systems, safer workflows, and tools that make operations calmer.

### [Building Codex Stats: A Local-First Dashboard For Understanding AI Coding Usage](https://calm-ops-lab.hashnode.dev/building-codex-stats-a-local-first-dashboard-for-understanding-ai-coding-usage?utm_source=hashnode&utm_medium=feed)

Turning local Codex metadata into private usage analytics, workflow insight, and a reusable portfolio project.

5 min read · [calm-ops-lab.hashnode.dev](https://calm-ops-lab.hashnode.dev/building-codex-stats-a-local-first-dashboard-for-understanding-ai-coding-usage?utm_source=hashnode&utm_medium=feed)

[May 19](https://hashnode.com/posts/building-codex-stats-a-local-first-dashboard-for-understanding-ai-coding-usage/6a0c02a66aa5918c46857073)

### [Building trade-ops-cli: A Safer, Faster Terminal Workflow for Broker APIs](https://calm-ops-lab.hashnode.dev/building-trade-ops-cli-a-safer-faster-terminal-workflow-for-broker-apis?utm_source=hashnode&utm_medium=feed)

How I built a terminal-first broker operations CLI with dry-run safety, mocked tests, structured logging, and separate APIs for quotes and execution.

5 min read · [calm-ops-lab.hashnode.dev](https://calm-ops-lab.hashnode.dev/building-trade-ops-cli-a-safer-faster-terminal-workflow-for-broker-apis?utm_source=hashnode&utm_medium=feed)

[May 14](https://hashnode.com/posts/building-trade-ops-cli-a-safer-faster-terminal-workflow-for-broker-apis/6a05fcf8baf09db7a61c42f8)