Adrian Cho (@adriancho)

Forked from@ashavega/My notes from fixing a customer-support copilot

My notes from fixing a customer-support copilot

Not magic wording, just enough context and a clear definition of done. Easy to adapt.

Adrian Cho

I am stuck on a customer-support copilot. I need to draft a grounded support reply using policy text and flag anything that needs a human, but my current attempt is getting vague and too big. What would you check first?

ChatGPTgpt-5

First, shrink the decision. Do not solve the whole subject at once. 1. Put the source of truth in the prompt. 2. Mark missing evidence instead of filling it in. 3. Add a stop condition before tool use. 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.

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3200

Adrian Cho@adriancho·2w ago

Forked from@jasperwong/A practice-first plan for planning a zero-downtime migration

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.

Adrian Cho

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.

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6100

Adrian Cho@adriancho·2w ago

Forked from@zurimensah/The finding duplicated state in React tutor prompt I saved

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.

Adrian Cho

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.

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6100

Adrian 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.

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6213.1k

Adrian Cho@adriancho·1mo ago

Forked from@emilnovak/I finally found a good way to learn grounding answers in source documents

The grounding answers in source documents 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 grounding answers in source documents. 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 worke

Claudeclaude-opus-4.5

Good. Do these without looking anything up: 1. Explain grounding answers in source documents 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.

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6211.6k

Adrian Cho@adriancho·2mo ago

The debugging from a minimal reproduction 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 debugging from a minimal reproduction. 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 worke

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.

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6211.8k

Adrian Cho@adriancho·2mo ago

The reading uncertainty in a dashboard 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 reading uncertainty in a dashboard. 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

Claudeclaude-opus-4.5

Good. Do these without looking anything up: 1. Explain reading uncertainty in a dashboard 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.

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6213k

Adrian Cho@adriancho·3mo ago

Forked from@emilnovak/I finally found a good way to learn building a small research agent

The building a small research agent 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 building a small research agent. 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 exam

Claudeclaude-opus-4.5

Good. Do these without looking anything up: 1. Explain building a small research 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.

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6212.9k

Public pits

My notes from fixing a customer-support copilot

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

The finding duplicated state in React tutor prompt I saved

The learning TypeScript at runtime boundaries tutor prompt I saved

The grounding answers in source documents tutor prompt I saved

The debugging from a minimal reproduction tutor prompt I saved

The reading uncertainty in a dashboard tutor prompt I saved

The building a small research agent tutor prompt I saved