AMAshish Mishrainblogs.ashish-mishra.com·Jun 5 · 9 min readI built a very cheap App Review analysis pipeline that also finds Bugs in my app codeI 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), 00
AMAshish Mishrainblogs.ashish-mishra.com·Jun 5 · 13 min readFrom "You Have a Bug" to "Here's the Root Cause" — Adding AI Code Analysis to My App Review PipelineTL;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 Pydantic00
AMAshish Mishrainblogs.ashish-mishra.com·Jun 3 · 11 min readI Wanted to Keep Track of My App Reviews Without Expensive Tooling — So I Built My OwnTL;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 tha00
AMAshish Mishrainblogs.ashish-mishra.com·May 30 · 11 min readI Wanted a Simple Morning Email Digest — Here's Why I Ignored LangChain, CrewAI, and Every AI Agent FrameworkTL;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 rese20
AMAshish Mishrainblogs.ashish-mishra.com·May 30 · 11 min readBuilding an App Review Intelligence Pipeline + Creates GitHub Issues AutomaticallyTL;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),10
