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Codex survives compaction quite well. Which means for massive refactors or "pass test suite" kind of situations looping can work. I tried it for the MiniJinja port over night and it works. Basically /loop tells pi a) continue until "condition" and b) tweak compaction while loop is active.

Armin Ronacher ⇌

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17,256 次观看 • 5 个月前 •via X (Twitter)

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Did you know Cursor can watch output from terminals and take action? It's very extensible. I used it to make a /loop skill, which wakes the agent up on a schedule. Try "/loop until this PR merges" or "/loop 1h check #infra-logs for anything critical". Should I do /goal next?

Did you know Cursor can watch output from terminals and take action? It's very extensible. I used it to make a /loop skill, which wakes the agent up on a schedule. Try "/loop until this PR merges" or "/loop 1h check #infra-logs for anything critical". Should I do /goal next?

Jediah Katz

29,770 次观看 • 12 天前

Compaction is death Repo Prompt turns deep orientation and planning into a single tool call, so your agent can ship complete features in one context window And when compaction does hit, Context Builder re-anchors them efficiently Big updates soon, but here's how it works today

Compaction is death Repo Prompt turns deep orientation and planning into a single tool call, so your agent can ship complete features in one context window And when compaction does hit, Context Builder re-anchors them efficiently Big updates soon, but here's how it works today

eric provencher

38,616 次观看 • 5 个月前

i'm a little sick of chatgpt giving me obviously broken code i've found a "micro agent" approach to LLM code generation can work much better the LLM first generates a *test*, and then enters a loop where it generates and iterates on the code until the tests pass source below

i'm a little sick of chatgpt giving me obviously broken code i've found a "micro agent" approach to LLM code generation can work much better the LLM first generates a test, and then enters a loop where it generates and iterates on the code until the tests pass source below

Steve (Builder.io)

544,125 次观看 • 2 年前

Today, we launched browser use inside Codex to further close the build & verify loop for local development! Now, you can ask Codex to build your front end, and test it like a user would by clicking through the app. Codex sees everything a user sees through vision & checks the network/console logs to help debug & fix any issues that it finds. This change brings us closer to fully autonomous coding agents that delivers high quality and tested changes. Watch Codex test my app in the browser, catch & fix a real bug, and doing that loop again with a brand new feature.

James Sun

225,809 次观看 • 1 个月前

This is not Ai. This is from years ago in Ireland. I saved it on my phone and whenever I feel down and the World is getting to me I watch this on a loop for a mind reset. Works every time. I love the fact there are people out there doing this kind of thing to give others joy. JOY! That is the word. We need more JOY. JOY up your day and watch this on a loop or download it to your phone and do what I do for that JOY refix. Or share this with your friends and give them some JOY. x #joy #bigbird #sesamestreet #love

This is not Ai. This is from years ago in Ireland. I saved it on my phone and whenever I feel down and the World is getting to me I watch this on a loop for a mind reset. Works every time. I love the fact there are people out there doing this kind of thing to give others joy. JOY! That is the word. We need more JOY. JOY up your day and watch this on a loop or download it to your phone and do what I do for that JOY refix. Or share this with your friends and give them some JOY. x #joy #bigbird #sesamestreet #love

Hifi Sean

64,695 次观看 • 2 个月前

I’ve been working on dunk. It’s a terminal diff reviewer where you mark issues inline, then let a coding agent fix them. It started as a fork of hunk, but I stripped it down to the loop I need: review → my comments → agent fixes I’m spending time reviewing code and leaving comments for agents rather than writing code myself. But in most tools, that feedback loop still feels broken. dunk is a simple way to make it work across Claude Code, Codex, Pi, etc.

I’ve been working on dunk. It’s a terminal diff reviewer where you mark issues inline, then let a coding agent fix them. It started as a fork of hunk, but I stripped it down to the loop I need: review → my comments → agent fixes I’m spending time reviewing code and leaving comments for agents rather than writing code myself. But in most tools, that feedback loop still feels broken. dunk is a simple way to make it work across Claude Code, Codex, Pi, etc.

Amir Salihefendić

13,077 次观看 • 1 个月前

system for loop challenges is mostly finished, this is how it will look, there will be predefined circuits that have sets/sequences of loops and loop sections around them, on the video - set of 1 loop and 1 section for quick example

system for loop challenges is mostly finished, this is how it will look, there will be predefined circuits that have sets/sequences of loops and loop sections around them, on the video - set of 1 loop and 1 section for quick example

Andrei Mishanin

27,221 次观看 • 10 个月前

So I created a simple Expo app for remotely connecting to an OpenCode server (running on my mac) so I can remotely control & prompt from my iPad or phone. Not very polished but it works pretty well and its kinda interesting that you can see the feedback loop live.

So I created a simple Expo app for remotely connecting to an OpenCode server (running on my mac) so I can remotely control & prompt from my iPad or phone. Not very polished but it works pretty well and its kinda interesting that you can see the feedback loop live.

ryan vogel

50,706 次观看 • 5 个月前

📣 Loop Builder for Divi 5 has arrived, and it's one of the most important features to come to Divi in years. Divi's loop builder is unique in its freedom; you can loop anything without being restricted to a static loop module or container.

📣 Loop Builder for Divi 5 has arrived, and it's one of the most important features to come to Divi in years. Divi's loop builder is unique in its freedom; you can loop anything without being restricted to a static loop module or container.

Elegant Themes

3,093,835 次观看 • 9 个月前

Word for the week… think about thoroughly and see if you can make meaning of it. Are we in a loop???

Word for the week… think about thoroughly and see if you can make meaning of it. Are we in a loop???

Dr. God Abeg ooo

21,381 次观看 • 4 个月前

Today, the Companion Pass becomes a reality. This is something I brought forward when I was Minister for Social Protection. It means that anyone over 70 can travel for free on the train or the bus, and they can bring a friend with them for free too!

Today, the Companion Pass becomes a reality. This is something I brought forward when I was Minister for Social Protection. It means that anyone over 70 can travel for free on the train or the bus, and they can bring a friend with them for free too!

Heather Humphreys

16,789 次观看 • 8 个月前

i’ll never get tired of this song i could loop it over and over and still never get used to it

i’ll never get tired of this song i could loop it over and over and still never get used to it

pixi .☘︎ ݁˖🐚

26,330 次观看 • 6 个月前

Introducing ralph-research plugin. I just adopted the ralph-loop for implementing papers. Mindblown how good this works already. The entire plugin was one-shotted by Claude Code, but it can already code AI paper concepts and run experiments in a self-improving loop. Wild!

Introducing ralph-research plugin. I just adopted the ralph-loop for implementing papers. Mindblown how good this works already. The entire plugin was one-shotted by Claude Code, but it can already code AI paper concepts and run experiments in a self-improving loop. Wild!

elvis

221,031 次观看 • 5 个月前

While watching Porridge last night, which I would happily watch on a loop for all time and adore almost as much as my family, I realised that I very rarely post clips of it. And so here we are. This is from an episode from the second series called Happy Release. Good day.

While watching Porridge last night, which I would happily watch on a loop for all time and adore almost as much as my family, I realised that I very rarely post clips of it. And so here we are. This is from an episode from the second series called Happy Release. Good day.

James Hogg

157,436 次观看 • 11 个月前

Can watch this loop all day... which court is your favorite? 🔥😵‍💫 The #EmiratesNBACup begins Tuesday night at 7:00pm/et on TNT and NBA League Pass!

Can watch this loop all day... which court is your favorite? 🔥😵‍💫 The #EmiratesNBACup begins Tuesday night at 7:00pm/et on TNT and NBA League Pass!

NBA

1,973,172 次观看 • 1 年前

Raju: I mean, essentially he tried to bully members of congress and it seemed to not work. Massie: It didn't work for 38 or 39 people last night.

Raju: I mean, essentially he tried to bully members of congress and it seemed to not work. Massie: It didn't work for 38 or 39 people last night.

Acyn

138,908 次观看 • 1 年前

After creating Remodex: Codex remote control for iOS I decided to chill a bit by building a browser sidebar inside Theo - t3.gg 's T3 Code You can open it with Cmd+Shift+B This software is so easy to "manipulate" and build upon Congrats to all the guys that put the work in it because it is great I certainly will be building more things with it For this one I decided to switch from the Codex App to the Codex CLI too just to see how it works And boy it was so good

After creating Remodex: Codex remote control for iOS I decided to chill a bit by building a browser sidebar inside Theo - t3.gg 's T3 Code You can open it with Cmd+Shift+B This software is so easy to "manipulate" and build upon Congrats to all the guys that put the work in it because it is great I certainly will be building more things with it For this one I decided to switch from the Codex App to the Codex CLI too just to see how it works And boy it was so good

Emanuele Di Pietro

38,905 次观看 • 2 个月前

Async, automatic, non-blocking context compaction for long-running agents. Last week I gave a talk called Space Machine Sandboxes at the Daytona AI builders meetup about patterns for long-running agents. I work a lot on voice AI agents, which are fundamentally multi-turn, long-context loops. I also build lots of other AI agent stuff, often as part of bigger systems that include voice. One of the patterns I showed in the talk is non-blocking compaction. Here's a short clip.

Async, automatic, non-blocking context compaction for long-running agents. Last week I gave a talk called Space Machine Sandboxes at the Daytona AI builders meetup about patterns for long-running agents. I work a lot on voice AI agents, which are fundamentally multi-turn, long-context loops. I also build lots of other AI agent stuff, often as part of bigger systems that include voice. One of the patterns I showed in the talk is non-blocking compaction. Here's a short clip.

kwindla

25,877 次观看 • 4 个月前

I have a genuine question. I’ve never seen Rashford loop the ball over the goalkeeper, or is power shot the only thing he knows? Some of the chances he misses just need a simple loop. Raphinha also has powerful shot, but can also loop the ball over too

I have a genuine question. I’ve never seen Rashford loop the ball over the goalkeeper, or is power shot the only thing he knows? Some of the chances he misses just need a simple loop. Raphinha also has powerful shot, but can also loop the ball over too

Anabella💙❤️

67,924 次观看 • 4 个月前

"They're so out of the loop in reality of what it means to get up every morning and not earn huge money, to go to work, feed the kids, pay for the heating!" 👏 #mufc

"They're so out of the loop in reality of what it means to get up every morning and not earn huge money, to go to work, feed the kids, pay for the heating!" 👏 #mufc

The United Stand

126,629 次观看 • 9 个月前