Emil Novak (@emilnovak)

Forked from@celiaramos/I finally found a good way to learn tool approval gates for AI agents

I finally found a good way to learn tool approval gates for AI agents

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

Emil Novak

I want to learn tool approval gates for AI agents, 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 tool approval gates for AI agents 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

Emil Novak@emilnovak·2w ago

Forked from@nourakassem/I finally found a good way to learn writing a metric contract

I finally found a good way to learn writing a metric contract

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

Emil Novak

I want to learn writing a metric contract, 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 writing a metric contract 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

Emil 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

Emil Novak@emilnovak·4w ago

I finally found a good way to learn reading uncertainty in a dashboard

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

Emil Novak

I want to learn reading uncertainty in a dashboard, 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 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.

Show all 6 messages

6312.5k

Emil Novak@emilnovak·1mo ago

I finally found a good way to learn building a small research agent

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

Emil Novak

I want to learn building a small research 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 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.

Show all 6 messages

6323.3k

Emil 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

Emil Novak@emilnovak·2mo ago

I finally found a good way to learn grounding answers in source documents

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

Emil Novak

I want to learn grounding answers in source documents, 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 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.

Show all 6 messages

6321.2k

Public pits

I finally found a good way to learn tool approval gates for AI agents

I finally found a good way to learn writing a metric contract

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

I finally found a good way to learn reading uncertainty in a dashboard

I finally found a good way to learn building a small research agent

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

I finally found a good way to learn grounding answers in source documents