💻 Debugging Coding &amp; Development Prompts

#coding #debugging #background jobs

ChatGPT Prompt for Debugging Intermittent Background Job Failures

Help me debug intermittent background job failures. Context: application stack [...

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#coding #debugging #bug-report

ChatGPT Prompt: Bug Reproduction and Minimal Repro Case Builder

You are a debugging coach. Help me build a minimal reproducible example for a bu...

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#memory leak #nodejs #debugging

Debug Memory Leak in Long-Running Node.js Process

I have a Node.js process leaking memory. RSS grows from 200MB to 2GB over 6 hour...

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debugging Advanced

ChatGPT prompt for debugging a REST API that returns 500 errors intermittently

Act as a senior backend engineer specializing in API reliability and debugging. ...

#debugging #api #rest api

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#coding #testing #flaky-tests

Debug a Flaky Test That Passes Locally but Fails in CI

I have a test that passes locally but fails ~30% of the time in CI. Walk me thro...

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#coding #debugging #flaky-tests

Diagnose a Flaky Test From Logs Alone

Act as a senior test engineer. The test {{test name}} fails in CI roughly {{freq...

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Debug an Intermittent Test Failure

I have a test that passes ~90% of the time but fails intermittently. Help me deb...

#coding #testing #flaky

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#coding #debugging #stack trace

Debug a Production Error from a Stack Trace

You are an SRE. I will paste a stack trace from [LANGUAGE] running in [ENVIRONME...

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Coding: Debug a Heisenbug That Only Shows Up in Production

I have a bug that reproduces in prod but not in any other environment: [SYMPTOM,...

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#coding #debugging #flaky tests

Debug an Intermittent Test Failure That Only Happens in CI

I have a test that passes locally 100% of the time and fails ~5% in CI. Walk me ...

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#stack-trace #debugging #error-handling

Explain a Confusing Stack Trace and Point to the Real Cause

Walk me through this stack trace and point to the most likely real cause (not th...

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#coding #debugging #tests

Untangle a Function Whose Tests Pass But Behavior Is Wrong

I have a function where the tests pass but production reports it's behaving wron...

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Coding: Find the Bug That Only Happens at 3am in Production

We have a bug: [SYMPTOMS]. It only shows up [WHEN/WHERE]. We can't reproduce it ...

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#coding #debugging #race-condition

Debug Race Condition in Async Code

Analyze the following async code for race conditions. Identify any shared state ...

#coding #debugging #flaky tests

Debug a flaky test that fails 1 in 20 runs and only on CI

I have a test that passes locally every time but fails about 1 in 20 runs on CI....

Diagnose a bug that only shows up in production

I have a bug that only happens in production and never reproduces locally. The s...

#coding #debugging #race-condition

Trace a race condition that only fires under production load

You are a senior systems engineer. We have a bug where [SYMPTOM] occurs in produ...

#coding #debugging #testing

Coding: Debug a Test That Passes Locally but Fails in CI

I have a test that passes on my laptop and fails in CI, and I've already tried '...

Debug an Intermittent Test Failure That's Only Happening in CI

I have a test that passes 100% of the time on my laptop but fails about 1 in 5 r...

#coding #debugging #ci

Trace why a request that 'works in Postman' fails in the app

I have an HTTP request that works perfectly when I send it from Postman or curl,...

#coding #debugging #http

#flaky tests #debugging #test reliability

Triage a flaky test that fails 1 in 20 runs

I have a test that fails roughly once every 20 runs. The error message changes —...

#coding #flaky-test #debugging

Debug a flaky test without just retry-marking it and moving on

I have a test that fails ~1 in 20 runs. The test does [what]. The failure shows ...

Coding: Trace a Bug That Only Reproduces in Production

I have a bug that won't reproduce locally but appears in production. Help me hun...