Search: "M code"

#coding #refactoring #incremental

Refactor without making it a six-month rewrite

I want to improve [CODE/MODULE — paste it or describe its shape]. The problems a...

#coding #code-review #tech-debt

Push back on a code change that ships a feature but degrades the codebase

Act as a staff engineer. A teammate opened a PR that delivers [FEATURE] on time ...

#code-review #feedback #communication

Write a code review comment that gets the change improved without making the author defensive

I want to leave a code review comment about [specific concern — naming, design c...

data Beginner

Clean a messy CSV that nobody owns and everyone depends on

Act as a data engineer doing cleanup. I have a CSV that gets dropped into a shar...

#cleaning #csv #etl

Write commit messages that explain the why

I'll paste a diff or describe a change I just made. Write a commit message with ...

#coding #git #commits

Add Retry Logic with Exponential Backoff

Add retry logic with exponential backoff and jitter to my API call code. Cover: ...

#coding #retry #backoff

#coding #refactoring #solid

Refactor God Object Into Single-Responsibility Classes

Refactor the following large class (>500 lines, multiple responsibilities) into ...

#coding #refactoring #decision-making

Coding: Choose Between Refactoring Now or Adding the Feature First

I want to add a feature, and the code I'd touch is messy enough that I'm tempted...

#coding #refactoring #legacy-code

Coding: Refactor Code I Don't Have Tests For Without Breaking It

I need to refactor [MODULE/FUNCTION] and there are no tests. Yes, I should add t...

#coding #architecture #abstraction

Decide Whether to Extract a Shared Module or Just Copy the Code One More Time

I have a piece of logic that now appears in three places across our codebase. I'...

#design review #collaboration #engineering handoff

design Beginner

Run a 30-minute design review that the engineer doesn't dread

Design a 30-minute design review with one engineer who will implement the work. ...

#refactoring #clean-code #testing

Refactor a Monolithic Function into Pure, Testable Units

Act as a senior software engineer who pairs with juniors on refactors. I will pa...

#coding #code-review #communication

Write a code review comment that fixes the bug without making the author defensive

I am reviewing a PR with a real bug — [describe bug]. The author is junior and h...

#hr #job-description #hiring

hr Intermediate

Write a job description that filters out the wrong applicants instead of attracting more of them

I'm writing a JD for [role + level]. The default move is to list every nice-to-h...

#code-review #pr #reviews

Review a pull request for the thing the author didn't realize they were doing

You're a senior engineer doing a code review. I'll paste the diff. Don't comment...

#coding #learning #explanation

coding beginner

Explain Code Like I'm a Beginner

Act as a patient programming tutor. Explain what this code does line by line for...

Help me write a commit message that explains the why

I'll paste a diff or describe my change. Write a commit message with a concise i...

#coding #git #commits

#legal #policy #compliance

legal Intermediate

Turn a fuzzy intention into a clear written policy

I have a rough intention for an internal policy (returns, remote work, data hand...

#coding #git #version control

Write a Clear Git Commit Message and PR Description

Act as an experienced open-source maintainer who values clean project history. I...

#coding #code-review #refactoring

Review My Code Like a Senior Engineer

You are an expert principal engineer doing code review. Review my code for bugs,...

#coding #code-review #security

Review My Pull Request Like a Senior Engineer

Act as a thorough but kind senior engineer reviewing a pull request. I will past...

#coding #learning #education

Explain This Code Line by Line for a Beginner

You are a patient programming tutor. I will paste a piece of code and you will e...

#coding #refactoring #clean-code

Refactor This Function Without Changing Behavior

Act as a senior engineer who refactors safely. I'll paste a function and you'll ...