Malik Johnson (@malikjohnson)

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

Malik Johnson

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.

ChatGPTgpt-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

6100

Malik Johnson@malikjohnson·3w ago

Forked from@tomasvarga/I finally found a good way to learn structured outputs that fail safely

The structured outputs that fail safely 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 structured outputs that fail safely. 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 structured outputs that fail safely 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

Malik 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

Malik Johnson@malikjohnson·2mo ago

Forked from@tomasvarga/I finally found a good way to learn writing eval cases before changing a prompt

The writing eval cases before changing a prompt 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 writing eval cases before changing a prompt. 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

ChatGPTgpt-5

Good. Do these without looking anything up: 1. Explain writing eval cases before changing a prompt 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

6311.9k

Malik Johnson@malikjohnson·2mo ago

The reducing hallucinations with verification steps 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 reducing hallucinations with verification steps. 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

ChatGPTgpt-5

Good. Do these without looking anything up: 1. Explain reducing hallucinations with verification steps 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

6312.7k

Malik Johnson@malikjohnson·3mo ago

The data cleaning rules you can reverse 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 data cleaning rules you can reverse. 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 data cleaning rules you can reverse 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

6313.5k

Malik Johnson

Public pits

I finally found a good way to learn making a safe dependency upgrade plan

The structured outputs that fail safely tutor prompt I saved

The planning a zero-downtime migration tutor prompt I saved

The writing eval cases before changing a prompt tutor prompt I saved

The reducing hallucinations with verification steps tutor prompt I saved

The data cleaning rules you can reverse tutor prompt I saved