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MIMicah Ellis@micahellis·2w ago

The using property-based tests tutor prompt I saved

This version makes the model wait for an answer, correct selectively, and keep an error log.

Micah Ellis

Tutor me on using property-based tests. My current level: [beginner / some experience / advanced] What I need to do with it: [real task, exam, project, or conversation] Time available today: [minutes] Material I am using: [paste notes, example, code, data, or source] Teach one small idea at a time. Start with a two-question diagnostic. Wait for my answer before explaining. Use one worked example,

Geminigemini-2.5-pro

Good. Do these without looking anything up: 1. Explain using property-based tests in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6215k

HAHaruto Abe@harutoabe·2w ago

finding duplicated state in React: a study session that did not turn into more notes

A practical session with a worked example, a short test, and a clear stopping point.

Haruto Abe

I want to learn finding duplicated state in React, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Geminigemini-2.5-pro

Good. Do these without looking anything up: 1. Explain finding duplicated state in React in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6214.5k

ANAnya Volkov@anyavolkov·2w ago

What I was getting wrong about reviewing code written by an agent

Sharing the correction because the mistake looked reasonable until I tested it.

Anya Volkov

I want to learn reviewing code written by an agent, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Claudeclaude-opus-4.5

Good. Do these without looking anything up: 1. Explain reviewing code written by an agent in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6312.9k

EVEva Kovac@evakovac·3w ago

The designing idempotent background jobs tutor prompt I saved

This version makes the model wait for an answer, correct selectively, and keep an error log.

Eva Kovac

Tutor me on designing idempotent background jobs. My current level: [beginner / some experience / advanced] What I need to do with it: [real task, exam, project, or conversation] Time available today: [minutes] Material I am using: [paste notes, example, code, data, or source] Teach one small idea at a time. Start with a two-question diagnostic. Wait for my answer before explaining. Use one worked

ChatGPTgpt-5

Good. Do these without looking anything up: 1. Explain designing idempotent background jobs in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6413.2k

FAFatima Saleh@fatimasaleh·3w ago

planning a zero-downtime migration: a study session that did not turn into more notes

A practical session with a worked example, a short test, and a clear stopping point.

Fatima Saleh

I want to learn planning a zero-downtime migration, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

ChatGPTgpt-5

Good. Do these without looking anything up: 1. Explain planning a zero-downtime migration in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6412.7k

ADAdrian Cho@adriancho·3w ago

The learning TypeScript at runtime boundaries tutor prompt I saved

This version makes the model wait for an answer, correct selectively, and keep an error log.

Adrian Cho

Tutor me on learning TypeScript at runtime boundaries. My current level: [beginner / some experience / advanced] What I need to do with it: [real task, exam, project, or conversation] Time available today: [minutes] Material I am using: [paste notes, example, code, data, or source] Teach one small idea at a time. Start with a two-question diagnostic. Wait for my answer before explaining. Use one w

Claudeclaude-opus-4.5

Good. Do these without looking anything up: 1. Explain learning TypeScript at runtime boundaries in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6213.1k

RORowan Blake@rowanblake·4w ago

testing API failure paths: a study session that did not turn into more notes

A practical session with a worked example, a short test, and a clear stopping point.

Rowan Blake

I want to learn testing API failure paths, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Claudeclaude-opus-4.5

Good. Do these without looking anything up: 1. Explain testing API failure paths in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6213.9k

LULucia Marin@luciamarin·3w ago

What I was getting wrong about debugging from a minimal reproduction

Sharing the correction because the mistake looked reasonable until I tested it.

Lucia Marin

I want to learn debugging from a minimal reproduction, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

ChatGPTgpt-5

Good. Do these without looking anything up: 1. Explain debugging from a minimal reproduction in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6412.7k

IDIdris Bello@idrisbello·3w ago

What I was getting wrong about reading a Postgres query plan

Sharing the correction because the mistake looked reasonable until I tested it.

Idris Bello

I want to learn reading a Postgres query plan, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Geminigemini-2.5-pro

Good. Do these without looking anything up: 1. Explain reading a Postgres query plan in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6211.3k

NINico Lane@nicolane·4w ago

I needed a usable answer on a flaky test nobody can reproduce

This started as a messy question about a flaky test nobody can reproduce. The follow-up made the answer practical.

Nico Lane

I am stuck on a flaky test nobody can reproduce. I need to isolate a timing-dependent test failure and design a deterministic reproduction, but my current attempt is getting vague and too big. What would you check first?

Geminigemini-2.5-pro

First, shrink the decision. Do not solve the whole subject at once. 1. Reproduce the failure before changing code. 2. Keep the patch smaller than the diagnosis. 3. Write the rollback before deployment. Write down the result you need by the end of this session. Then choose one input you trust and make a first pass that can be checked. If that pass fails, you will know which assumption to revisit instead of starting over.

Show all 3 messages

3402.4k

EMEmil Novak@emilnovak·2w ago

Forked from@inesnavarro/The making practice sessions less repetitive tutor prompt I saved

I finally found a good way to learn debugging from a minimal reproduction

The useful change was doing a small retrieval check before reading more.

Emil Novak

I want to learn debugging from a minimal reproduction, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

ChatGPTgpt-5

Good. Do these without looking anything up: 1. Explain debugging from a minimal reproduction in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

631484

SISilas Berg@silasberg·1mo ago

reading a Postgres query plan: a study session that did not turn into more notes

A practical session with a worked example, a short test, and a clear stopping point.

Silas Berg

I want to learn reading a Postgres query plan, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

ChatGPTgpt-5

Good. Do these without looking anything up: 1. Explain reading a Postgres query plan in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6313.7k

SOSoraya Aziz@sorayaaziz·1mo ago

debugging from a minimal reproduction: a study session that did not turn into more notes

A practical session with a worked example, a short test, and a clear stopping point.

Soraya Aziz

I want to learn debugging from a minimal reproduction, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Claudeclaude-opus-4.5

Good. Do these without looking anything up: 1. Explain debugging from a minimal reproduction in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6314.2k

EVEva Kovac@evakovac·2mo ago

The reading a Postgres query plan tutor prompt I saved

This version makes the model wait for an answer, correct selectively, and keep an error log.

Eva Kovac

Tutor me on reading a Postgres query plan. My current level: [beginner / some experience / advanced] What I need to do with it: [real task, exam, project, or conversation] Time available today: [minutes] Material I am using: [paste notes, example, code, data, or source] Teach one small idea at a time. Start with a two-question diagnostic. Wait for my answer before explaining. Use one worked exampl

ChatGPTgpt-5

Good. Do these without looking anything up: 1. Explain reading a Postgres query plan in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6415.1k

KEKenji Fujita@kenjifujita·2mo ago

I finally found a good way to learn using property-based tests

The useful change was doing a small retrieval check before reading more.

Kenji Fujita

I want to learn using property-based tests, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Claudeclaude-opus-4.5

Good. Do these without looking anything up: 1. Explain using property-based tests in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6214.6k

RORonan Byrne@ronanbyrne·4w ago

A practice-first plan for using property-based tests

I asked for a plan built around attempts and feedback, not a list of resources.

Ronan Byrne

I want to learn using property-based tests, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

ChatGPTgpt-5

Good. Do these without looking anything up: 1. Explain using property-based tests in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6312.3k

ZUZuri Mensah@zurimensah·4w ago

The finding duplicated state in React tutor prompt I saved

This version makes the model wait for an answer, correct selectively, and keep an error log.

Zuri Mensah

Tutor me on finding duplicated state in React. My current level: [beginner / some experience / advanced] What I need to do with it: [real task, exam, project, or conversation] Time available today: [minutes] Material I am using: [paste notes, example, code, data, or source] Teach one small idea at a time. Start with a two-question diagnostic. Wait for my answer before explaining. Use one worked ex

Geminigemini-2.5-pro

Good. Do these without looking anything up: 1. Explain finding duplicated state in React in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6311.8k

NONoura Kassem@nourakassem·2mo ago

I finally found a good way to learn designing idempotent background jobs

The useful change was doing a small retrieval check before reading more.

Noura Kassem

I want to learn designing idempotent background jobs, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Geminigemini-2.5-pro

Good. Do these without looking anything up: 1. Explain designing idempotent background jobs in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6314.5k

JAJasper Wong@jasperwong·2mo ago

A practice-first plan for planning a zero-downtime migration

I asked for a plan built around attempts and feedback, not a list of resources.

Jasper Wong

I want to learn planning a zero-downtime migration, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Claudeclaude-opus-4.5

Good. Do these without looking anything up: 1. Explain planning a zero-downtime migration in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6214.1k

MAMaya Torres@mayatorres·1mo ago

A practice-first plan for designing idempotent background jobs

I asked for a plan built around attempts and feedback, not a list of resources.

Maya Torres

I want to learn designing idempotent background jobs, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Claudeclaude-opus-4.5

Good. Do these without looking anything up: 1. Explain designing idempotent background jobs in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6312.1k

MAMalik Johnson@malikjohnson·1mo ago

The planning a zero-downtime migration tutor prompt I saved

This version makes the model wait for an answer, correct selectively, and keep an error log.

Malik Johnson

Tutor me on planning a zero-downtime migration. My current level: [beginner / some experience / advanced] What I need to do with it: [real task, exam, project, or conversation] Time available today: [minutes] Material I am using: [paste notes, example, code, data, or source] Teach one small idea at a time. Start with a two-question diagnostic. Wait for my answer before explaining. Use one worked e

ChatGPTgpt-5

Good. Do these without looking anything up: 1. Explain planning a zero-downtime migration in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6311.7k

RORonan Byrne@ronanbyrne·2mo ago

A practice-first plan for reviewing code written by an agent

I asked for a plan built around attempts and feedback, not a list of resources.

Ronan Byrne

I want to learn reviewing code written by an agent, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

ChatGPTgpt-5

Good. Do these without looking anything up: 1. Explain reviewing code written by an agent in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6314.3k

TOTomas Varga@tomasvarga·2mo ago

I finally found a good way to learn planning a zero-downtime migration

The useful change was doing a small retrieval check before reading more.

Tomas Varga

I want to learn planning a zero-downtime migration, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Geminigemini-2.5-pro

Good. Do these without looking anything up: 1. Explain planning a zero-downtime migration in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6215.2k

NINico Lane@nicolane·1mo ago

a flaky test nobody can reproduce, minus the vague advice

Sharing the wording because it gave me something I could check instead of a confident wall of text.

Nico Lane

Give me a short checklist for a flaky test nobody can reproduce. I want something I can run before I call the work done.

Geminigemini-2.5-pro

Use this pass: - [ ] The goal is one sentence and names the user or decision - [ ] Inputs are current, relevant, and traceable - [ ] Assumptions are visible - [ ] Reproduce the failure before changing code - [ ] Keep the patch smaller than the diagnosis - [ ] Write the rollback before deployment - [ ] One failure case has been tested - [ ] The next owner and next action are clear If you cannot check an item, mark it unknown. Do not quietly treat unknown as done.

Show all 3 messages

3302.3k

ANAnya Volkov@anyavolkov·2mo ago

What I was getting wrong about using property-based tests

Sharing the correction because the mistake looked reasonable until I tested it.

Anya Volkov

I want to learn using property-based tests, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Claudeclaude-opus-4.5

Good. Do these without looking anything up: 1. Explain using property-based tests in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6313.6k

AMAmina Farah@aminafarah·2mo ago

I finally found a good way to learn testing API failure paths

The useful change was doing a small retrieval check before reading more.

Amina Farah

I want to learn testing API failure paths, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

ChatGPTgpt-5

Good. Do these without looking anything up: 1. Explain testing API failure paths in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6414.8k

EMEmil Novak@emilnovak·2mo ago

I finally found a good way to learn learning TypeScript at runtime boundaries

The useful change was doing a small retrieval check before reading more.

Emil Novak

I want to learn learning TypeScript at runtime boundaries, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

ChatGPTgpt-5

Good. Do these without looking anything up: 1. Explain learning TypeScript at runtime boundaries in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6313.2k

RORowan Blake@rowanblake·2mo ago

making a safe dependency upgrade plan: a study session that did not turn into more notes

A practical session with a worked example, a short test, and a clear stopping point.

Rowan Blake

I want to learn making a safe dependency upgrade plan, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Claudeclaude-opus-4.5

Good. Do these without looking anything up: 1. Explain making a safe dependency upgrade plan in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6214.4k

KEKeiko Mori@keikomori·3w ago

A practice-first plan for making a safe dependency upgrade plan

I asked for a plan built around attempts and feedback, not a list of resources.

Keiko Mori

I want to learn making a safe dependency upgrade plan, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Geminigemini-2.5-pro

Good. Do these without looking anything up: 1. Explain making a safe dependency upgrade plan in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

631654

QUQuinn Harper@quinnharper·2mo ago

A practice-first plan for debugging from a minimal reproduction

I asked for a plan built around attempts and feedback, not a list of resources.

Quinn Harper

I want to learn debugging from a minimal reproduction, but I keep collecting explanations instead of getting better at it. I have 35 minutes. Start by checking what I already know.

Geminigemini-2.5-pro

Good. Do these without looking anything up: 1. Explain debugging from a minimal reproduction in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

Show all 6 messages

6214.1k

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