topic

Coding prompts

Debugging, regex, SQL, and the script you were going to write yourself. Prompts that read the error message properly.

• work Explain a Legacy Billing Module to the Engineer Taking Over Your Ticket Queue, Step by Step

  Hand over a fragile billing module without the new owner breaking it.

• work Compare a No Code Automation Tool and a Custom Script for a Repetitive Data Task

  Work out whether that repetitive task needs a script or a no-code tool.

• work Compare Two Ways to Merge Two Contact Lists Without Losing Duplicates

  Work out the safest way to combine two contact lists into one.

• work Explain the Likely Causes of an Intermittent Test Failure to a Junior Engineer

  Teach a junior engineer why that test only fails sometimes.

• work Explain What a Cohort Retention Chart Is Telling a Non Analyst Stakeholder

  Explain a retention chart to someone who glazes over at the word cohort.

• work Generate a Script to Clean Up a Messy Customer Data Export

  Get a working script for the export that is a mess in five different ways.

• work Critique a Report Query That Joins Five Tables and Takes Ten Minutes to Run

  Find the one join or missing index actually slowing your report down.

• work Explain What a Password Validation Regex Is Actually Checking For

  Work out what a password regex will actually let through.

• work Explain Why a Function Keeps Returning None Instead of a Value

  Find the exact line quietly swallowing your function's return value.

• work Translate a Terraform Plan Output Into Plain English for a Non-Engineer

  Work out what a Terraform plan will actually change before you approve it.

• work Turn a Messy Spreadsheet Export Into Three Key Findings

  Get three things worth knowing out of a spreadsheet nobody wants to open.

• work Translate a Backlog of Bug Tickets Into a Plain-English Priority List

  Turn a pile of jargon-heavy bug tickets into a list anyone can prioritise.

• work Decide Between Zapier and Make for a Simple Automation

  Pick the automation tool that actually suits your one small task.

• work Translate Pivot Table Results Into a Brief Your Manager Will Read

  Turn a pivot table full of subtotals into one readable paragraph.

• work Translate a Feature Request Into a Clean API Contract

  Turn a vague feature request into an API contract you can actually build.

• work Critique a Shell One-Liner for Safety Before You Run It

  Know what that shell command actually does before you run it.

• work Critique a Pull Request Description Before It Goes Up for Review

  Fix the pull request description before it costs your reviewer an hour.

• work Compare VLOOKUP and INDEX MATCH for the Same Lookup Task

  Work out which lookup formula actually suits your spreadsheet task.

• work Explain What a Cron Expression Actually Runs

  Work out what that cron schedule you copied is actually doing.

• work Explain a Confusing Build Error to a Junior Developer

  Turn a wall of build errors into one thing to actually try.

• work Summarise a Messy Expenses Spreadsheet Before Submitting It

  Sanity-check your expenses spreadsheet before finance finds the problems.

• work Turn a Stack Trace Into a Briefing Your Manager Can Actually Use

  Turn an unreadable stack trace into something your manager understands.

• work Summarise a Spreadsheet of Sales Data Into Three Key Trends

  Turn a sales spreadsheet nobody has opened into three trends that matter.

• work Critique a Quick Tool Spec Before Anyone Starts Building

  Pressure-test a one-page tool spec before development time gets spent.

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