---
title: "Shyam Kunda (@Shyamk) | Hashnode"
description: "Software Developer @Turvo. Read the latest articles by Shyam Kunda on Hashnode."
url: "https://hashnode.com/@Shyamk"
---

@Shyamk

# Shyam Kunda

@Shyamk · Hyderabad · Joined April 2018

Software Developer @Turvo

### [Stop Retrying Failures That Will Fail the Same Way: Failure Buckets for Playwright Retries](https://shyamkunda.hashnode.dev/stop-retrying-failures-that-will-fail-the-same-way-failure-buckets-for-playwright-retries?utm_source=hashnode&utm_medium=feed)

Written for: engineers and SDETs who run slow, stateful end-to-end suites in CI. Retries are the cheapest way to make a CI pipeline look healthier. They are also one of the easiest ways to waste an af

9 min read · [shyamkunda.hashnode.dev](https://shyamkunda.hashnode.dev/stop-retrying-failures-that-will-fail-the-same-way-failure-buckets-for-playwright-retries?utm_source=hashnode&utm_medium=feed)

[Oct 8](https://hashnode.com/posts/stop-retrying-failures-that-will-fail-the-same-way-failure-buckets-for-playwright-retries/6ac7670c47ee2d0b378fa61c)

### [J.A.R.V.I.S.: a QA command center](https://shyamkunda.hashnode.dev/j-a-r-v-i-s-a-qa-command-center?utm_source=hashnode&utm_medium=feed)

Most QA automation starts in a terminal. You run a command, wait for it to finish, scroll through logs and share a stack trace with the team. That works when one person owns the workflow. It becomes h

11 min read · [shyamkunda.hashnode.dev](https://shyamkunda.hashnode.dev/j-a-r-v-i-s-a-qa-command-center?utm_source=hashnode&utm_medium=feed)

[Oct 8](https://hashnode.com/posts/j-a-r-v-i-s-a-qa-command-center/6ac76260c99df8d6ff3c9abf)

### [FastAPI notes](https://shyamkunda.hashnode.dev/fastapi-notes?utm_source=hashnode&utm_medium=feed)

Create Virtual Env # Create a virtual environment python3 -m venv venv # Activate it (macOS/Linux) source venv/bin/activate # Then install pip install -r requirements.txt Running server uvicorn boo

4 min read · [shyamkunda.hashnode.dev](https://shyamkunda.hashnode.dev/fastapi-notes?utm_source=hashnode&utm_medium=feed)

[Mar 15](https://hashnode.com/posts/fastapi-notes/69b6794405c006164cf13f5a)

### [Roadmap to AI Engineer](https://shyamkunda.hashnode.dev/from-software-engineer-to-ai-engineer-2026-a-practical-roadmap-that-actually-works?utm_source=hashnode&utm_medium=feed)

This is my personal notes from youtube channels Artificial Intelligence is no longer just for researchers. If you're a software engineer, the transition to AI engineering is much shorter than you thin

5 min read · [shyamkunda.hashnode.dev](https://shyamkunda.hashnode.dev/from-software-engineer-to-ai-engineer-2026-a-practical-roadmap-that-actually-works?utm_source=hashnode&utm_medium=feed)

[Mar 1](https://hashnode.com/posts/from-software-engineer-to-ai-engineer-2026-a-practical-roadmap-that-actually-works/69a44711a7428b958dc313df)

### [Important lessons from experience developer](https://shyamkunda.hashnode.dev/important-lessons-from-experience-developer?utm_source=hashnode&utm_medium=feed)

I want to summarize the good insights from this youtube video from pete. Key Points from the Video You Don’t Need to Know Everything You don’t have to memorize every detail of a language or technology — even experienced developers don’t know every...

2 min read · [shyamkunda.hashnode.dev](https://shyamkunda.hashnode.dev/important-lessons-from-experience-developer?utm_source=hashnode&utm_medium=feed)

[Jan 17](https://hashnode.com/posts/important-lessons-from-experience-developer/696b1fcfa626afad8c0945ca)