Ashish's Reading List

Ashish's Reading List

Ashish's Reading List

I built a very cheap App Review analysis pipeline that also finds Bugs in my app code
I got tired of reading app reviews manually every morning, so I built a command-line tool that pulls reviews from Google Play and the App Store, classifies them (bug, feature request, crash, praise),
Jun 5, 20269 min read
From "You Have a Bug" to "Here's the Root Cause" — Adding AI Code Analysis to My App Review Pipeline
TL;DR: I built an app review pipeline that classifies bugs and crashes. It was useful but stopped at "what's wrong." I extended it to answer "where in the code" and "what to change" — using a Pydantic
Jun 5, 202613 min read
Ashish's Reading List
27 posts
These are some topic i wanted to research on a little so that i learn a little more
I Wanted to Keep Track of My App Reviews Without Expensive Tooling — So I Built My Own
TL;DR: I maintain a couple of apps on both stores. I kept losing track of what users were saying, and every tool I found either cost too much or did too many things I didn't need. So I wrote a CLI tha
Jun 3, 202611 min read
I Wanted a Simple Morning Email Digest — Here's Why I Ignored LangChain, CrewAI, and Every AI Agent Framework
TL;DR: I needed a system that pulls my Gmail and Google Calendar every morning, uses AI to figure out what actually matters, and sends me a prioritized summary on Telegram/Discord/Whatsapp. After rese
May 30, 202611 min read
Building an App Review Intelligence Pipeline + Creates GitHub Issues Automatically
TL;DR: Use the official Google Play Publisher API and App Store Connect API to pull your own app's reviews on a schedule, classify each review with a cheap LLM call (bug/feature request/crash/praise),
May 30, 202611 min read
Fortifying the Frontend: A Practical Guide to Content Security Policy (CSP).
Securing Your Frontend: A Tactical Guide to Content Security Policy (CSP) Introduction: Silent Failures, Real Risks Imagine this: You deploy a new feature with a third-party widget. QA passes, CI is green, you feel good. Then, your frontend fails sil...
Oct 18, 20253 min read5
The XSS Threat: The Importance of Input Validation and Output Encoding.
Preventing XSS in Modern Frontend Applications: Why Input Validation and Output Encoding Still Matter Cross-site scripting (XSS) might sound like yesterday’s problem, but in 2023, it remains one of the top web vulnerabilities,especially in JavaScript...
Oct 14, 20253 min read
The Performance Waterfall: Reading and Diagnosing with a Network Tab.
Mastering the Performance Waterfall: Diagnosing Frontend Latency with Precision Why is your page technically fast, but users still call it slow? Digital-first businesses invest in Lighthouse scores, React hydration, and SSR optimizations but still mi...
Oct 10, 20253 min read1
HTTP/2 and HTTP/3: How Network Protocols Impact Frontend Performance.
HTTP/2 and HTTP/3: Why Frontend Performance Is a Protocol Problem Introduction: When Faster Code Isn’t Enough Teams often chase frontend performance by trimming bundles, preloading assets, or implementing fine-grained lazy loading. But what if your b...
Oct 6, 20253 min read