Yann Leflour Profile picture
Mar 24 β€’ 10 tweets β€’ 6 min read β€’ Twitter logo Read on Twitter
While I went off track once again, I managed to ship something πŸŽ‰

Here is the content of pAIRprog chrome 0.0.1:
πŸ”Έ Copy Github issue + answers into prompts
πŸ”Έ Copy StackOveflow issue + answer into prompts

It's under review, but it'll drop here: chrome.google.com/webstore/detai…

1/10
Of course, #gpt4 is coding most of it

But I'd say it's a 70% / 30% effort split this time

It provided a lot of outdated answers
> So I needed to feed it Github issues
> Which is tedious
> Which is why I'm making this extension πŸ™ƒ

But I learned a lot along the way πŸ‘‡

2/10
πŸ’‘ #gpt4 "knows" the HTML of popular sites

I asked it to write code to add a "copy as Prompt" link for @StackOverflow

I remained as vague as possible, yet it wrote me the right CSS classes in the selector 😦

3/10 ImageImageImage
πŸ’‘Once again, #gpt4 has been able to direct me to the right tools

I just told it I needed markdown. It brought in "turndown" which was exactly the right tool for this

I didn't know this library before, and it got the job done πŸ‘

4/10
πŸ’‘Once #gpt4 has done a task, it can adapt quickly

I needed the same script to fetch Github Issues as prompts

My prompt got more than minimal

(Although its understanding of @github's HTML was a tad outdated)

5/10 Image
πŸ’‘ You can hire #gpt4 as a E2E tester of itself

I wanted my prompt to be concise. So I invented a structure to get straight to the point

To test it, I had #chatgpt explain to me what it understood from the prompt

E2E test passed βœ…

6/10 Image
πŸ’‘Be vague with #gpt4 for code

Being an experienced software engineer is actually holding me back. I've been directing it quite a lot, as I would with a junior dev

But it doesn't need as many instructions

So I need to be more of a PO than an architect and let it deliver

7/10
And there's a lot more coming on this topic in the future...

But while I was writing this down, the big news dropped 🚨

I hope this is implemented correctly cause I wonder how they deal with context πŸ€”

github.blog/2023-03-22-git…

8/10
What bout my own extension?

Well, it's about the journey, not the destination, isn't it?

And let me tell you, the journey is not over

Sure, I'm putting the ext. on hold. But as I went on I've been building a folder full of ideas

And they are way better than this 😁

9/10
So I'm putting an end to Phase 1 of my GPT Cinematic Universe

Still expect the daily drop (on weekdays) and be ready for Phase 2 as I take you along the ride

Don't forget to follow for more, and I'd appreciate it if you could help me by liking this first tweet πŸ˜‰

10/10

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More from @yleflour

Mar 28
πŸ€– My LLM Week 1 & 2 πŸ€–

#gpt4 was only publicly released 14 days ago

Yet, the LLM world is moving really fast, and people are noticing that it's an "iPhone moment"

But if you haven't been able to play catch up, here are the 3 top topics that caught my attention πŸ‘‡
1/ The paper on jobs impacted by #gpt dropped
And #llm replacement is already starting and hitting some

reddit.com/r/blender/comm…
Read 10 tweets
Mar 27
🏁 On with S02E01 of my saga for the AI-enabled developer

In this issue, I want to talk a bit about the elephant in the room 🐘

A topic that's not really mentioned for #gpt4's web users cause you need to preserve the magic πŸͺ„

Yep, I'm gonna talk about max context size πŸ‘‡

1/13
☝️ #gpt4 doesn't remember everything

Have you heard of 8K and 32K contexts?

Apart from pricing πŸ’Έ, do you know what it really entails?

It means that your chat actually has a short-term memory 😢

2/13 Image
If you are a #gpt pro user, have you noticed that it keeps forgetting rules from time to time?

And have you noticed that the longer the messages & response, the faster it seems to forget?

Well, that's because of context limitations

3/13
Read 13 tweets
Mar 23
🏁 And on with part 6

Let's take a turn and work on the Chrome Extension cause I believe I'll be getting it out way before the VSCode one

I'm not waiting for the web to get promptful so I'm taking maters into my own hands

1/11
As always, #gpt4 is setting up and creating everything for me admirably. Although I see some questionable configs in eslint, prettier and tsconfig if it tries to provide them

Oh πŸ’© !

2/11 Image
I've been keeping the same chat window to keep as much context as possible. But because of this, I now have to deal with resets

I need to be able to get a new chat window up to speed as quickly as possible ⏱

3/11
Read 11 tweets
Mar 22
🏁 Like a plumber would say, "Let's-a-go" with part 5

This time, I'll focus a bit more on the development side cause that may be why you've come here in the first place πŸ˜—

1/13
#chatgpt's been great to pop up new projects (albeit some outdated methods once in a while)

But now that we're getting to the meat of software making, which is actually more than following a gettin' started page, a couple of things are happening

Time for numbering #️⃣

2/13
1️⃣ I need to provide more context more often

Yep, the large data set it's been trained on is not enough. Now it needs to be aware of local context which means:

πŸ”Έ Reminding it of folder structure
πŸ”Έ Giving files content
πŸ”Έ Giving dependencies content
πŸ”Έ Fetching it doc

3/13
Read 13 tweets
Mar 21
🏁 On with Part 4 of my #gpt4 saga

Between pricing (I'm cheap as f😡k) and rate limiting, I'm now spending half my time writing

Truth is, I quite enjoy it so let's gooooo πŸ‘‡

1/15
So at least the #GPT4's API is available for prompting.

But I don't like the playground

πŸ‘ΆπŸ» I need pairprog-webview, nextjs, tailwind to chat with your own API
πŸ€– Sure thing
πŸ‘΅πŸ» Wow, this API call looks quite outdated and doesn't work
πŸ€– ermmm...

How do I solve this? πŸ€”

2/15
Open up platform.openai.com/docs/api-refer…

Copy, paste into @euangoddard ✨magnificent✨ "Paste as markdown page", copy back, paste to #gpt4

πŸ‘ΆπŸ» Here's the updated doc
πŸ€– K boss
βœ‚οΈ > πŸ“‹ > ▢️

✨ It works ✨

3/15
Read 16 tweets
Mar 20
I'm on an adventure to get #gpt4 to code its own VSCode extension πŸ—Ί

Starting from scratch with Language Models, I'll share every discovery, insight, or rambling that crosses my mind along the way.

So, if you're interested, here's a link to every part πŸ‘‡
1️⃣ The honeymoon part

In which I start my journey and quickly diverge into publishing a full website using mostly #gpt4 prompts
2️⃣ Leaning into prompts

In which I make the mistake of continuing my part 1 thread and quickly diverge into some insights about #gpt4 prompting, and the parallels to standards in #leanengineering
Read 9 tweets

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