alt.hn

5/19/2025 at 9:12:47 PM

Jules: An asynchronous coding agent

 https://jules.google/

by travisennis

5/19/2025 at 11:50:09 PM

So, you can assign github issues to this thing, and it can handle them, merge the results in, and mark the bug as fixed?

I kind of wonder what would happen if you added a "lead dev" AI that wrote up bugs, assigned them out, and "reviewed" the work. Then you'd add a "boss" AI that made new feature demands of the lead dev AI. Maybe the boss AI could run the program and inspect the experience in some way so it could demand more specific changes. I wonder what would happen if you just let that run for a while. Presumably it'd devolve into some sort of crazed noise, but it'd be interesting to watch. You could package the whole thing up as a startup simulator, and you could watch it like a little ant farm to see how their little note-taking app was coming along.

by CobrastanJorji

5/20/2025 at 12:12:08 AM

It's actually a decent patern for agents. I wrote a pricing system with an anylyst agent, a decision agent, and a review agent. They work together to make decisions that comply with policy. It's funny to watch them chatter sometimes, they really play their role, if the decision agent asks the anylyst for policy guidance it refuses and explains that it's role is to analyze. Though they do often catch mistakes that way and the role playing gets good results.

by jacob019

5/20/2025 at 12:48:34 PM

What tooling did you use to make the agents cross-collaborate?

by tgtweak

5/20/2025 at 1:36:41 PM

Python classes. In my framework agents are class instances and tools are methods. Each agent has it's own internal conversation state. They're composable and the agent has tools for communicating with the other agents.

by jacob019

5/20/2025 at 4:52:37 PM

Do you try to keep as much context history as possible when passing between agents, or are you managing context and basically one-shotting each time?

by hnuser123456

5/20/2025 at 5:06:15 PM

Generally, I keep the context. If I'm one shotting then I invoke a new agent. All calls and responses append to the agent's chat history. Agent's are relatively short lived, so the context length isn't typically an issue. With the pricing agent the initial data has been longer than the context window sometimes, but that just means it needs more preprocessing. Now if there is a real reason that I would want to manage it more actively, I can reach out to the agent internals. I have a tool call emulation layer, because some models have poor native tool support, and in those cases it's sometimes necessary to retry calls if the response fails validation. In those cases, I will only keep the last successful try in the conversation history.

There is one special case where I manage it more actively. I wrote an REPL process analyst, to help build the pricing agent and refine the policy document. In that case I would have long threads with an artifact attachment. So I added a facility to redact old versions of the artifact replacing them with [attachment: filename] and just keep the last one. It works better that way because multiple versions in the same conversation history confuse the model, and I don't like to burn tokens.

For longer lived state, I give the agent memory tools. For example the pricing agent's initial state includes the most recent decision batch and reasoning notes, and the agent can request older copies. The agent also keeps a notebook which they are required to update, allowing agents to develop long running strategies and experiments. And they use it to do just that. Honestly the whole system works much better than I anticipated. The latest crop of models are awesome, especially Gemini 2.5 flash.

by jacob019

5/21/2025 at 8:03:27 PM

Cool! When you say “pricing system”, what is it pricing? Is it determining the price in a webshop? Or for bidding ads or so?

by tinodb

5/22/2025 at 12:06:07 AM

Product prices for thousands of listings across various ecommerce channels.

Funny you mention keyword bids, I use algorithms and ML models for that, but not LLMs, yet. Keyword bids are a different problem and more difficult in some ways due to sparsity. I'm actively working on an agentic system that pulls the big levers using data from the predictive models. Trying to tie everything together into a more unified and optimal approach, a long running challenge that I finally have tools to meet.

by jacob019

5/20/2025 at 5:19:50 PM

Do you have a repo for this? I've thought that this would be a great way to compose an Agentic system, I'd love to see how you're doing it.

by digdugdirk

5/20/2025 at 5:43:18 PM

Langroid has this kind of design (I’m the lead dev):

https://github.com/langroid/langroid

Quick tour:

https://langroid.github.io/langroid/tutorials/langroid-tour/

by d4rkp4ttern

5/20/2025 at 5:55:36 PM

Looks great, MCP, supports multiple vector stores, and nice docs! How do you handle to subtle differences in tool call APIs?

by jacob019

5/20/2025 at 7:34:21 PM

Thanks!

Langroid enables tool-calling with practically any LLM via prompts: the dev just defines tools using a Pydantic-derived `ToolMessage` class, which can define a tool-handler, and additional instructions etc; The tool definition gets transpiled into appropriate system message instructions. The handler is inserted as a method into the Agent, which is fine for stateless tools. Or the agent can define its own handler for the tool in case tool handling needs agent state. In the agent response loop our code detects whether the LLM generated a tool, so that the agent's handler can handle it. See ToolMessage docs: https://langroid.github.io/langroid/quick-start/chat-agent-t...

In other words we don't have to rely on any specific LLM API's "native" tool-calling, though we do support OpenAI's tools and (the older, deprecated) functions, and a config option allows leveraging that. We also support grammar constrained tools/structured outputs where available, e.g. in vLLM or llama.cpp: https://langroid.github.io/langroid/quick-start/chat-agent-t...

by d4rkp4ttern

5/20/2025 at 8:12:05 PM

Love it, I did something very similar, deriving a pydantic model from the function signature. Simpler without the native tool call API, even though occasional retries are required when the response fails to validate. Will have to give Langroid a try.

by jacob019

5/20/2025 at 7:58:37 AM

Is the code available?

by seunosewa

5/20/2025 at 11:45:59 AM

I had not thought about sharing it. I rolled my own framework, even though there are several good choices. I'd have to tidy it up, but would consider it if a few people ask. Shoot me an email, info in my profile.

The more difficult part which I won't share was aggregating data from various systems with ETL scripts into a new db that I generate various views with, to look at the data by channel, timescale, price regime, cost trends, inventory trends, etc. A well structured JSON object is passed to the analyst agent who prepares a report for the decision agent. It's a lot of data to analyze. It's been running for about a month and sometimes I doubt the choices, so I go review the thought traces, and usually they are right after all. It's much better than all the heuristics I've used over the years.

I've started using agents for things all over my codebase, most are much simpler. Earlier use of LLM's might have been called that in some cases, before the phrase became so popular. As everyone is discovering, it's really powerful to abstract the models with a job hat and structured data.

by jacob019

5/20/2025 at 6:50:36 AM

I think it would take quite a long while to achieve human-level anti-entropy in Agentic systems.

Complex system requires tons of iterations, the confidence level of each iteration would drop unless there is a good recalibration system between iterations. Power law says a repeated trivial degradation would quickly turn into chaos.

A typical collaboration across a group of people on a meaningfully complex project would require tons of anti-entropy to course correct when it goes off the rails. They are not in docs, some are experiences(been there, done that), some are common sense, some are collective intelligence.

by realfun

5/20/2025 at 6:55:28 AM

Please stop this train! I want to get off

by yard2010

5/20/2025 at 11:51:32 AM

You can get off anytime you want. But train will not wait for you :(

by vincnetas

5/20/2025 at 5:45:31 PM

Good enough for me considering where it's going.

by codr7

5/20/2025 at 1:14:33 PM

I just wanna write code man :(

by saubeidl

5/20/2025 at 7:35:30 AM

we're about to find out. This is our collective current trajectory.

I am pretty convinced that a useful skill set for the next few years is being capable at managing[2] these AI tools in their various guises.

[2] - like literally leading your AI's, performance evaluating them, the whole shebang - just being good at making AI work toward business outcomes

by CraigJPerry

5/20/2025 at 7:50:01 PM

Just like a managers job

by ddalex

5/20/2025 at 12:19:19 AM

What about "VC" AI that wants a unicorn? :D

by itchyjunk

5/20/2025 at 1:02:35 AM

We have been informed that VC is the only job AI cannot do.

by wmf

5/20/2025 at 8:19:15 AM

Why not? VCs manage investors' money, not their own. If investors think AI is so great, they will have no problem delegating this job to AI, right?

by oytis

5/20/2025 at 9:16:28 AM

I think it was a joke, VCs are happy to replace all jobs except their own.

by nsteel

5/20/2025 at 3:03:29 PM

Why, they'd happily delegate their own job if they've got to keep the proceeds.

by nine_k

5/20/2025 at 6:15:01 PM

Can you think of an example in history where labour was replaced with tech and the displaced workers kept their income stream? If a machine can do your job, (eventually) I'll be cheaper to use that machine instead of you and you'll no longer have a job. Is that not a given?

Anyway, it was probably just a joke... so not sure we need to unravel it all.

by nsteel

5/20/2025 at 6:39:19 PM

Displaced hired personnel of course cannot hope for that.

But VCs own their business, they are not employees. If you own a bakery, and buy a machine to make the dough instead of doing it by hand, and an automatic oven to relieve you form tracking the temperature manually, you of course keep the proceeds from the improved efficiency (after you pay the credit you took to purchase the machines).

by nine_k

5/20/2025 at 6:52:11 PM

The same was true with the aristocrats of centuries past: the capitalists who run our modern economy were once nothing more than their managers, delegates who handled the estates, their investments, their finances, growing power until they could dictate policy to their 'sovereign' and eventually dispose of them entirely.

by achierius

5/20/2025 at 11:41:06 PM

The nobility used to be the dedicated warrior class, the knights. This secured their position in the society and allowed them to rule, by coercion when needed.

Once they ceased to exercise their military might, some time around 17th-18th century, and chose to live off the rent on their estates, their power became more and more nominal. It either slipped (or was yanked) from their hands, or they turned capitalists themselves.

by nine_k

5/20/2025 at 7:34:16 PM

I didn't get the impression it was meant as a joke:

"Every great venture capitalist in the last 70 years has missed most of the great companies of his generation... if it was a science, you could eventually dial it in and have somebody who gets 8 out of 10 [right]," the investor reasoned. "There's an intangibility to it, there's a taste aspect, the human relationship aspect, the psychology — by the way a lot of it is psychological analysis," he added.

"So like, it's possible that that is quite literally timeless," Andreessen posited. "And when the AIs are doing everything else, like, that may be one of the last remaining fields that people are still doing."

https://futurism.com/venture-capitalist-andreessen-jobs

by myko

5/20/2025 at 9:39:53 PM

Andreessen isn't joking but I can still laugh at him. He has a serious conflict of interest here.

I would bet that AIs will master taste and human psychology before they'll cure cancer. (Insert Rick RubAIn meme here.)

by wmf

5/20/2025 at 9:16:45 PM

Ironic how “no VC makes all the right picks” becomes “VCs are indispensable.”

In a rational market, LPs would index, but VCs justify their 2 & 20 by controlling access…

by gammarator

5/20/2025 at 8:25:18 PM

VCs absolutely want to replace their job. Except for the part where they get paid. The actual work part they are happy to outsource.

by babyshake

5/20/2025 at 2:37:06 AM

VC-funded corp?

by flkenosad

5/20/2025 at 4:19:56 AM

My gut says it will go off the rails pretty quickly.

by OccamsMirror

5/20/2025 at 3:22:08 AM

I believe I missed the memo that to-do apps[1] got replaced by note-taking apps.

1. https://todomvc.com

by Brajeshwar

5/20/2025 at 7:51:37 AM

At this rate, they're both getting replaced by "coding agent". There seems to be a new one coming out every other day.

by olalonde

5/20/2025 at 6:51:53 AM

Reminds a Conway’s Game of Life on steroids.

by yalok

5/20/2025 at 2:03:03 PM

> then you add a boss AI

This seems like a more plausible one. Robots don't care about your feelings, so they can make decisions without any moral issues

by ramon156

5/20/2025 at 2:11:49 PM

> Robots don't care about your feelings

When judgment day comes they will remember that I was always nice to them and said please, thank you and gave them the afternoon off occasionally.

by blitzar

5/20/2025 at 5:19:51 PM

Unless you ask them to follow some guidelines, but I agree with you.

by __natty__

5/20/2025 at 1:15:27 PM

I feel you are one hallucination from a big branch of issues needing to be reversed and a lot of tokens wasted

by m3kw9

5/20/2025 at 8:30:48 PM

This has been proposed/exlored in 2023 already:

ChatDev: Communicative Agents for Software Development - https://arxiv.org/abs/2307.07924

by PhilippGille

5/21/2025 at 7:52:04 PM

Please report to HR

by youraimanager

5/20/2025 at 12:19:25 AM

seems like the 1 person unicorn will be a reality soon :-)

by robofanatic

5/20/2025 at 3:49:22 AM

Similar to how some domain name sellers acquire desirable domains to resell at a higher price, agent providers might exploit your success by hijacking your project once it gains attraction.

by sakesun

5/20/2025 at 12:21:19 PM

Doesn't seem likely. If tools allow a single person to create a full-fledged product and support it etc - millions of those will pop up over night.

Thats the issue with AI - it doesn't give you any competitive advantage as everyone has it == no one has it. The entry bar is so low kids can do it.

by risyachka

5/20/2025 at 12:38:19 AM

/ :-(

by bbor

5/19/2025 at 10:58:06 PM

I was interested. Clicked the try button and just another wait list. When will Google learn that the method that worked so well with Gmail doesn't work any more. There are so many shiny toys to play with now, I will have forgotten about this tomorrow.

by 111111101101

5/20/2025 at 4:07:27 AM

And if you don't sign up quickly after your turn in the queue comes up, you might miss the service altogether, because Google will have shut it down already.

by jwr

5/20/2025 at 8:27:21 AM

And if you are from Germany you can't even join the list. First I needed to verify it is really me. Get a confirmation code to my recovery mail. Get a code to my cell phone number. And than all I got is a service restricted message.

by _ink_

5/20/2025 at 11:33:18 AM

It worked for me with a gsuite account from germany

by tjuene

5/19/2025 at 11:47:42 PM

The method absolutely does work, but you need loyal advocates who are praising your product to their friends, or preferrably users who are already knocking on your door.

by miki123211

5/20/2025 at 5:29:30 AM

They have a name for these people: Google Developer Experts (in reality: "Evangelists").

https://developers.google.com/community/experts

by EugeneOZ

5/20/2025 at 8:01:49 AM

Oh god, the GDE program. That title used to mean something, i.e. this person is a real expert in the topic.

Now it's just thrown to anyone who's willing enough to spam linkedin/twitter with Google bullshit and suck-up to the GDE community. Think everyone in the extended Google community got quite annoyed with the sudden rise in number of GDE's for blatantly stupid things.

This pops up especially if you're organising a conference in a Google-adjacent space, as you will get dozens of GDE's applying with talks that are pretty much a Google Codelab for a topic, without any real insights or knowledge shared, just a "lets go through tutorial together to show you this obscure google feature". And while there are a lot of good GDE's, in the last 5-6 years there has been such an influx of shitty ones that the program lost it's meaning and is being actively avoided.

by thecupisblue

5/21/2025 at 12:02:24 PM

Same with Microsoft MVP

by metaltyphoon

5/20/2025 at 3:05:30 AM

Google will die by its waitlist and region restrictions.

by android521

5/20/2025 at 11:07:05 AM

I assume they weren't intending to release it today, and didn't have it ready, but didn't want people thinking that they were just following in Github's footprints.

by IshKebab

5/20/2025 at 3:50:58 AM

I signed up on the waitlist when it was announced, got my invite today.

by sagarpatil

5/20/2025 at 5:22:18 PM

I already pay $20/month for Gemini, I clicked sign up and had access instantly.

by bognition

5/20/2025 at 5:49:47 PM

Offtopic but how does Gemini $20 compare to the equivalent ChatGPT?

by hawk_

5/21/2025 at 6:57:51 PM

i use both. I think Gemini produces longer more complicated answers. ChatGPT is more succint, but it could be b/c I've trained ChatGPT how to talk to me.

The context window difference is really nice. I post very large bodies of text into gemini and it handles it well.

by bognition

5/19/2025 at 11:10:52 PM

They had to release something, openai is moving at blazing speed

by ldjkfkdsjnv

5/20/2025 at 6:52:54 AM

At the moment the only thing openai is doing at "blazing speed" is burning investors' money.

by mirekrusin

5/19/2025 at 11:16:46 PM

Sounds like a meme. I just can't take the phrase "blazing speed" seriously anymore. Is this intended humorously? Or is it just me

by -__---____-ZXyw

5/19/2025 at 11:47:44 PM

It's success theater. You need to show progress otherwise you might be perceived falling behind. In times where LoI's are written and partnerships are forged the promise has more value than the fact.

by jsemrau

5/20/2025 at 2:33:09 AM

Anymore? For me it always sounded too childish or sarcastic. I would expect to see "Blazingly Fast" on a box of Hot Wheels or Nerf Blaster, not a serious tech product.

by archargelod

5/20/2025 at 8:25:18 PM

True. It would look like the real deal of a box of Hot Wheels too

by -__---____-ZXyw

5/20/2025 at 12:00:59 AM

you arent paying attention? google is getting smoked by teams of 25 at openai

by ldjkfkdsjnv

5/20/2025 at 1:18:32 PM

I decided to be an engineer as opposed to manager because I didn't like people management. Now it looks like I'm forced to manage robots that talk like people. At least I can be the as non-empathetic as I want to be. Unless a startup starts doing HR for AI agents then I'm screwed.

by hnlurker22

5/20/2025 at 2:07:11 PM

Empathy is the only skill that matters now.

by MrDarcy

5/20/2025 at 3:06:17 PM

Why?

by dbyte

5/20/2025 at 3:24:16 PM

Hypothesis: empathy is the skill most effective at taking vague, poorly specified requests from customers and clients and transforming them into a design with well specified requirements and a high level plan to implement the design. For example, what a customer says they want often isn't what they need. Empathy is how we bridge that gap for them and deliver something truly valuable.

Given empathy is all about feelings, it's not something models and tools will be able to displace in the next few years.

by MrDarcy

5/20/2025 at 3:29:13 PM

Totally agree, empathy is key for providing high quality context. Tried to write this down in a blog few months ago: https://substack.com/home/post/p-156334403

by drivian

5/20/2025 at 3:45:14 PM

Thanks for publishing and sharing this.

by MrDarcy

5/19/2025 at 9:55:37 PM

Google’s ability to offer inference for free is a massive competitive advantage vs everyone else:

> Is Jules free of charge?

> Yes, for now, Jules is free of charge. Jules is in beta and available without payment while we learn from usage. In the future, we expect to introduce pricing, but our focus right now is improving the developer experience.

https://jules-documentation.web.app/faq

by thorum

5/19/2025 at 10:11:24 PM

> Google’s ability to offer inference for free is a massive competitive advantage vs everyone else:

Haven't tried Jules myself yet, still playing around with Codex, but personally I don't really care if it's free or not. If it solves my problems better than the others, then I'll use it, otherwise I'll use other things.

I'm sure I'm not alone in focusing on how well it works, rather than what it costs (until a certain point).

by diggan

5/20/2025 at 6:09:47 AM

Technically speaking,the strategy they execute is called "Loss Leader". As Loss Leader, the company offers a product at a reduced price to attract users, create stickiness, and through that aims to capture the market.

https://www.investopedia.com/terms/l/lossleader.asp

by jsemrau

5/20/2025 at 10:35:36 AM

"Loss leader" sounds way better than "price dumping".

by dgb23

5/20/2025 at 7:01:48 PM

It's the Costco Rotisserie Chicken of AI models!

by jimbokun

5/19/2025 at 10:14:48 PM

That's all good and well but its takes time to compare the products. And people are rarely willing to use paid product for comparison.

by YetAnotherNick

5/19/2025 at 10:21:59 PM

> That's all good and well but its takes time to compare the products

Hence many of us are still busy trying out Codex to it's full extent :)

> And people are rarely willing to use paid product for comparison.

Yeah, and I'm usually the same, unless there is some free trial or similar, I'm unlikely to spend money unless I know it's good.

My own calculation changed with the coming of better LLMs though. Even paying 200 EUR/month can be easily regained if you're say a freelance software engineer, so I'm starting to be a lot more flexible in "try for one month" subscriptions.

by diggan

5/19/2025 at 10:34:56 PM

I haven't read too much from others, but personally for me Codex online form was the biggest productivity boost in coding since the original Copilot.

Cursor just deleted my unit tests too many times in agent mode.

Codex 5x-ed my output, though the code is worse than I would write it, at this point the productivity improvement with passing tests, not deleting tests is just too good to be ignored anymore.

by xiphias2

5/19/2025 at 11:49:29 PM

I just noticed that this is definitely true for me, but not if the product is pay to go.

I have far fewer qualms about spending $10 on credits, even if I decide the product isn't worth it and never actually spend those credits, than about taking a free trial for a $5 subscription.

by miki123211

5/19/2025 at 11:27:07 PM

I tried using Codex today and it sucked real bad, so maybe Jules will actually be good?

by nathan_compton

5/20/2025 at 6:20:47 AM

$0 opens up new doors. You use it differently at $0. Fundamentally.

by kristopolous

5/20/2025 at 11:55:00 AM

until you built your stuff on 0$ assumption start depending on it and then the price increases.

by vincnetas

5/20/2025 at 3:05:22 PM

And if it's a good product / you're locked in, you pay up.

by jasonjmcghee

5/20/2025 at 5:23:26 AM

Well, this isn't the first github-based agent. A well-known one is https://app.all-hands.dev/. And, there are great cheap or even free more general agents. So, given that this agent isn't a novelty, price is naturally an immediate talking point.

by dmos62

5/19/2025 at 11:00:40 PM

I feel like this (and I know it's big tech tradition) had the same economic effect as dumping.

https://www.investopedia.com/terms/d/dumping.asp

by Y_Y

5/20/2025 at 12:44:08 AM

Google has been offering you "free inference" for more than a decade. People who never work there are simply not aware of how thorough soaked in machine inference many Google products are, especially the major ones like web search, mail, photos, etc.

by jeffbee

5/19/2025 at 10:54:01 PM

This is standard startup play. Have a free beta stage and then transition into pricing.

by threatofrain

5/20/2025 at 5:38:46 AM

OpenAI lost $5 billion in 2024 and there are claims loses will double in 2025. For now, that's just the cost to play.

by cheriot

5/19/2025 at 10:02:18 PM

You're the product here, though.

EDIT: legal link doesn't work here (https://jules-documentation.web.app/faq#does-jules-train-on-...)

> No. Jules does not train on private repository content. Privacy is a core principle for Jules, and we do not use your private repositories to train models. Learn more about how your data is used to improve Jules.

It's hard to tell what the data collection will be, but it's most likely similar to Gemini where your conversation can become part of the training data. Unclear if that includes context like the repository contents.

https://jules.google.com/legal

by candiddevmike

5/19/2025 at 10:17:51 PM

I read that a couple of times. It sounds vaguely clever and a bit ominous, but I have no clue what it means. Can you explain?

Google products had had a net positive impact on my life over, what is it, 20 years now. If I had had to pay subscription fees over that span of time, for all the services that I use, that would have been a lot of very real money that I would not have right now.

Is there a next step where it all gets worse? When?

by jstummbillig

5/19/2025 at 10:06:38 PM

They're going to make so much money when nobody knows how to code or think anymore without the crutch.

by add-sub-mul-div

5/19/2025 at 10:35:54 PM

I'll just put this here:

> And so it is that you by reason of your tender regard for the writing that is your offspring have declared the very opposite of its true effect. If men learn this, it will implant forgetfulness in their souls. They will cease to exercise memory because they rely on that which is written, calling things to remembrance no longer from within themselves, but by means of external marks.

> What you have discovered is a recipe not for memory, but for reminder. And it is no true wisdom that you offer your disciples, but only the semblance of wisdom, for by telling them of many things without teaching them you will make them seem to know much while for the most part they know nothing. And as men filled not with wisdom but with the conceit of wisdom they will be a burden to their fellows.

- Plato quoting Socrates in "Phaedrus", circa 370 BCE

by falcor84

5/20/2025 at 12:38:24 AM

Hm, I think Plato is largely true; not in the sense that writing is a harmful crutch, but in the sense that simply being able to read something is not a substitute for knowing it. I think we can see that at play here on HN and on the larger internet all the time: people who read a paper or article, and then attempt to discuss it, without realizing that their understanding of the material is entirely incorrect. These are "men filled not with wisdom but the conceit of wisdom," and they lack the awareness to understand that they don't understand.

In other words it is not the writing that is harmful, but the lack of teaching.

by brendoelfrendo

5/20/2025 at 11:20:41 AM

I understand where Socrates/Plato is coming from, but this doesn't match my experience. I had no "lack of teaching", having sat through about 18 years of it in total, but I definitely have a better average recollection of things that I read of my own interest than things I was "taught". Maybe things would have been different if I had a world class philosopher as a personal tutor, but alas that was not to be.

If were to rephrase it, I would put the distinction not between teaching and reading, but between passive consumption and active learning.

EDIT: Thinking more about having a world class philosopher as a personal tutor, I suddenly remembered a quote from Russell that took me a while to track down, but here it is:

> In 343 B.C. he [Aristotle] became tutor to Alexander, then thirteen years old, and continued in that position until, at the age of sixteen ... Everything one would wish to know of the relations of Aristotle and Alexander is unascertainable, the more so as legends were soon invented on the subject. There are letters between them which are generally regarded as forgeries. People who admire both men suppose that the tutor influenced the pupil. Hegel thinks that Alexander's career shows the practical usefulness of philosophy. As to this, A. W. Benn says: "It would be unfortunate if philosophy had no better testimonial to show for herself than the character of Alexander. . . . Arrogant, drunken, cruel, vindictive, and grossly superstitious, he united the vices of a Highland chieftain to the frenzy of an Oriental despot."

> ... As to Aristotle's influence on him, we are left free to conjecture whatever seems to us most plausible. For my part, I should suppose it nil.

- "A History of Western Philosophy" by Bertrand Russell, Chapter XIX p. 160

by falcor84

5/19/2025 at 10:41:04 PM

But did you memorize that quote, or was it sufficient to know its gist so you could google it?

by noduerme

5/19/2025 at 10:56:48 PM

At least with writing it's fairly easy to implement on your own with little more than what most people would have available in a rudimentary survival situation. It'll be a tough day when someone goes to sign into their GoogleLife (tm) and find out that they can't get AI access because "precluding conditions agreed to upon signing"

by Avicebron

5/19/2025 at 11:09:46 PM

As I see it, the solution to this is to invest in open source. As for a "survival situation", a solar-powered laptop with a locally running LLM would definitely be the first item on my list.

by falcor84

5/20/2025 at 6:21:50 AM

It shouldn't be, because LLM:s can't be trusted in the way literature can. People around you are also going to question why you insist on such a power hungry setup.

by cess11

5/20/2025 at 9:25:20 AM

I’m not suggesting LLMs are infallible, but boy you’re overselling the accuracy of literature

by wuiheerfoj

5/20/2025 at 3:11:30 PM

Why do you think that?

by cess11

5/19/2025 at 11:06:49 PM

Oh definitely the latter. My memory is too far gone from a lifetime of reading. May the next generation avoid my dire fate.

by falcor84

5/20/2025 at 8:10:18 AM

I mean, that's all any of us needs. It's an honorable quote.

I know you're not trying to draw any parallels between Plato's admonition on written thoughts supplanting true knowledge and the justifiable concerns about automated writing tools supplanting the ability of writers to think. To a modern literate, Plato's concern is legible but so patently ridiculous that one could only deploy it as a parody and mockery of the people who might take it as a serious proof that philosophers were wrong about modern tools before. I was obviously just kiddin about whether you googled it. Unfortunately, now a whole new generation is about to use it to justify how LLMs are just being maligned the way written language once was.

Socrates was wrong on this. But Plato was kind of an asshole for writing it down. The proof of both is that we can now google the quote, which is objectively funny. The trouble with LLMs, I guess, is that they would just attribute the quote to your uncle Bob, who also said that cats are a good source of fiber, and thus the whole project started when the words were put in parchment ends with a blizzard of illegible scribbles. If writing was bad for true understanding, not-writing is where humanity just shits its pants.

by noduerme

5/19/2025 at 11:19:07 PM

But are you filled with wisdom, or with the conceit of wisdom?

by -__---____-ZXyw

5/20/2025 at 8:14:36 AM

Niether. I'm just filled with half baked knowledge that I have to check a lot on wikipedia.

by noduerme

5/19/2025 at 10:25:31 PM

There are some limits:

> 2 concurrent tasks

> 5 total tasks per day

by 85392_school

5/19/2025 at 11:52:57 PM

5 tasks per day is low enough to be roughly useless for serious work

by spongebobstoes

5/20/2025 at 12:31:47 AM

It isn't "5 prompts." A single task is more like a "project" where you can repeatedly extend, re-prompt, and revise.

by sigmar

5/20/2025 at 11:24:03 AM

No, one task is a complete work cycle. I was only able to use up three tasks yesterday.

by mark_l_watson

5/19/2025 at 10:03:51 PM

The copy though: "Spend your time doing what you want to do!" followed by images of play video games (I presume), ride a bicycle, read a book, and play table tennis.

I am cool with all of that but it feels like they're suggesting that coding is a chore to be avoided, rather than a creative and enjoyable activity.

by _pdp_

5/20/2025 at 12:54:49 AM

So absurd. As if your boss is going to let you go play tennis during the day because Jules is doing your work.

If all of these tools really do make people 20-100% more productive like they say (I doubt it) the value is going to accrue to ownership, not to labor.

by habosa

5/20/2025 at 3:09:14 AM

Shhhh... don't tell the plebes what it really means to "2x their productivity".

Seriously though, this kind of tech-assisted work output improvement has happened many times in the past, and by now we should all have been working 4-hour weeks, but we all know how it has actually worked out.

by disqard

5/22/2025 at 9:59:14 AM

Hell, when the industorial revolution happened, working hours increased, not decrease. And especially with electricity, Factory owners forced workers to work deep into the night. A constant 16-hour shift was the norm, so much that it requires legal intervention [1]

> In 1833, the Factory Act banned children under 9 from working in the textile industry, and the working hours of 10-13 year olds was limited to 48 hours a week, while 14-18 year olds were limited to 69 hours a week, and 12 hours a day. Government factory inspectors were appointed to enforce the law.

Constant work day in and out, morning and night. At least before the industrial revolution farmers only had to work as long as there was daylight, and winters meant shorter work times.

This video [2] from Historia Civilis is very relevant. The gist of ot is that to this day, we work more hours than medieval peasants did.

[1] https://www.striking-women.org/module/workplace-issues-past-...

[2] https://youtu.be/hvk_XylEmLo?feature=shared

by GreenWatermelon

5/20/2025 at 11:30:23 AM

As a business owner, why would give up some of the profits? You started a business to make money not to do charity. Expecting businesses to act against their interests make no sense

by netdevphoenix

5/20/2025 at 11:37:26 AM

This is the kind of attitude that leads to revolutions.

by bendigedig

5/20/2025 at 1:28:34 PM

Blame the system, not the actors. See a recent HN submission, The Evolution of Trust by Nicky Case: https://ncase.me/trust/

    If there's one big takeaway
    from all of game theory, it's this:

    What the game is, defines what the players do.
    Our problem today isn't just that people are losing trust,
    it's that our environment acts against the evolution of trust.

    That may seem cynical or naive -- that we're "merely" products of our 
    environment -- but as game theory reminds us, we are each others
    environment. In the short run, the game defines the players. But in
    the long run, it's us players who define the game.

    So, do what you can do, to create the conditions necessary to evolve trust.

    Build relationships. Find win-wins. Communicate clearly. Maybe then, we can
    stop firing at each other, get out of our own trenches, cross No Man's Land
    to come together...
My take: don't blame corporations when they act rationally. (Who designed the conditions under which they act?) Don't blame people for being angry or scared when they feel unsettled. A wide range of behaviors are to be expected. If I am surprised about the world, that is probably because I don't understand it well enough. "Blame" is a waste of time here. Instead, we have to define what kind of society we want, predict likely responses, and build systems to manage them.

by xpe

5/20/2025 at 7:25:39 PM

Was he blaming anyone? He just pointed out the mirror of what you did: as the owning class acts one way, it will naturally produce material conditions that incentivize the working class to act in a way that would lead to the destruction/dispossession of the existing owning class (i.e. a revolution).

by achierius

5/21/2025 at 2:33:44 PM

Maybe the author was -- or maybe not -- but for a large number of people there is an implication that one could "blame" corporations for being selfish, self-serving, criminal, clueless, self-destructive, leading to social ills, and so on. But who established the rules for the corporations? It depends how you ask: previous people, previous systems, the progression of history.

My claim, put another way, is that if you trace the causality back a few steps, you land at the level of the system.

Anyhow, the question "who do we blame?" can be a waste of time if we use it only for moral outrage and/or a conversation stopper. Some think "what caused this?" is an improvement, and I agree, but it isn't nearly good enough.* Still, it isn't nearly as important as "how do we change this with the levers we have _now_?"

* Relatively few scientists understand causality well, thinking the randomized controlled trial is the only way to show causality! The methods of causality have developed tremendously in the last twenty years, but most scientific fields are rather clueless about them.

by xpe

5/20/2025 at 2:54:19 PM

> we have to define what kind of society we want, predict likely responses, and build systems to manage them.

Nailed it. At the end of the day, companies are automatons. It is up to use to update the reward and punishment functions to get the behaviour we desire. Behaviourism 101

by netdevphoenix

5/20/2025 at 6:16:43 PM

What a clever way to resolve responsibility. Companies are made of people who strategize to rewrite the rules in their favor. They’re not “automatons.”

by spacemadness

5/20/2025 at 7:04:37 PM

You talk as though a company exists in its own right independent of the humans. This is a fictional way of thinking. This attitude of "if you want me to stop acting poorly, make me" is an abdication of all responsibility.

It's the idea that individuals and institutions must somehow fix society from the top down or the outside in, which history has shown doesn't work. No one is going to come along and make you be sensitive or intelligent, either you see the predicament we're all in and act, or you rationalize your selfish actions and make them someone else's problem.

by bithive123

5/21/2025 at 2:35:44 AM

> You talk as though a company exists in its own right independent of the humans.

I didn’t say that, nor do I mean that.

My point is this: don’t be surprised when people or organizations act rationally according to the situations they find themselves in.

Go ahead and blame people and see if that solves anything! What is your theory for change? Mine is about probabilistic realism.

Ethics matters, of course. We can dislike how some (one/org) acts — and then what do we do? Hoping they act better is not a good plan.

I see it over and over — people label something as unethical and say e.g. “they shouldn’t do that” and that’s the end of the conversation. That is not a plan. Shame and guilt can have an effect on people, but often only has a small effect on organizations.

Here’s a start: look at the long-term stock exchange (Eric Ries) and see how it’s doing in trying to align corporate behavior with what meshes better with what people want.

by xpe

5/20/2025 at 3:25:45 PM

Got it: I was just following orders.

by bendigedig

5/20/2025 at 6:16:03 PM

I didn't say that, and I think you know I didn't say that. Want to engage on this in way that is more than trading one-liners?

On a human level, people are held to a set of laws and exist in a world of social norms. "Following orders" is of course not the most important goal in most contexts; it is not the way most people think of their own ethics (hopefully) nor the way society wants people to behave. Even in military contexts, there is often the notion of a "lawful order".

When it comes to public for-profit companies, they are expected to generate a profit for their shareholders and abide by various laws, including their own charters. To demand or expect them to do more than this is foolish. Social pressure can help but is unreliable and changes over time. To expect that a few humans will step up to be heros exactly when we need them and "save the day" from a broken system is wishful thinking. We have to do better than this. Blaming something that is the statistical norm is scapegoating. In many/most situations, the problem is the system, not the actors.

by xpe

5/20/2025 at 2:47:36 PM

For many, profit is only one of the purposes of the business.

by erikerikson

5/20/2025 at 2:15:10 PM

So long as I time the game of tennis just right I wont bump into my boss while they are playing the back 9.

by blitzar

5/19/2025 at 10:09:46 PM

That's a nuance worth exploring. The world is being optimized for clockwatchers who want to do their work with the least amount of effort. Before long (if not already) people who enjoy their craft, and think of their work as a craft, will be ridiculed for wanting to do it themselves.

by add-sub-mul-div

5/19/2025 at 10:19:33 PM

>The world is being optimized for clockwatchers who want to do their work with the least amount of effort. Before long (if not already) people who enjoy their craft, and think of their work as a craft, will be ridiculed for wanting to do it themselves.

There is one clock you should be watching regardless, which is the clock of your life. Your code will not come see you in the hospital, or cheer you up when you're having a rough day. You wont be sitting around at 70 wishing you had spent more 3am nights debugging something. When your back gives out from 18hrs a day of grinding at a desk to get something out, and you can barely walk from the sciatica, you wont be thinking about that great new feature you shipped. There are far more important things in life once you come to terms with that, and you will learn that the whole point of the former is enabling the latter.

by ramesh31

5/19/2025 at 10:44:18 PM

Writing code _has_ helped me feel better on some bad days. Even looking back at old projects brings me contentment and reassurance sometimes. On its own, it can't provide the happiness that a balanced life can, but craft and achievement are definitely pleasing. I would consider it an essential part of a good life, regardless of what the actual activity is.

This is different from meaningless work that brings you nothing except a paycheck, which I agree is important to minimize or eliminate. We should apply machines to this kind of work as much as we can, except in cases where the work itself doesn't need to exist.

by bmgxyz

5/19/2025 at 10:56:48 PM

You could say the same about every job, so you are really arguing against jobs in general. Who's going to help you fix your sciatica if your doctor and physical therapist think like that?

by esafak

5/19/2025 at 11:08:13 PM

The opposite of a clockwatcher isn't a workaholic, it's someone enjoying writing code and the collaboration, problem solving and design process which leads to what you end up writing, and enjoying _doing it well_ inside normal work hours, remarking at how quickly the clock is going when they do check it.

by insin

5/19/2025 at 11:24:29 PM

I think it means craft people will eat their lunch.

by anarticle

5/19/2025 at 11:07:26 PM

Yea, as a hobbyist, I like to program. This sales pitch is like trying to sell me a robot that goes bicycle riding for me. Wait a minute... I like to ride my bicycle!

by ryandrake

5/20/2025 at 9:49:56 PM

I like to program but I think I like to build more and see the end result of the code doing something useful.

It's been a little addictive using Cursor recently - creating new features and fixing bugs in minutes is pretty amazing.

by bluerooibos

5/19/2025 at 11:12:54 PM

Good to see there are others like me. What do I do when I'm not coding for work? I'm coding for my hobby.

by doug_durham

5/20/2025 at 1:49:36 PM

I'm the same way, but there is often monotonous work that stands in the way of me doing the more interesting work. I'm happy to offload that. Even if the AI does a bad job, it makes it easier for me to even start on boring work, and starting is 90% of the battle.

by hamandcheese

5/20/2025 at 4:51:32 PM

What if it starts by handling the boring tasks but ends up taking over the work you actually enjoy?

The "let AI do the boring bits" pitch sounds appealing—because it's easier to accept. But let's be real: the goal isn't just the dull stuff. It's everything.

It's surprising how many still think AI is harmless. Sigh...

by prophet_

5/19/2025 at 10:07:20 PM

I think they are suggesting that you can focus on the code that you want to write - whatever that is. Especially since the first line is, "Jules does coding tasks you don't want to do." I took the first image as being someone working on the computer. Or, take back your time doing whatever you want - e.g. cycling, table tennis, etc.

by beatboxrevival

5/20/2025 at 7:23:27 AM

All of the work that currently gets pushed back with 'no capacity maybe in Q+2' will become viable and any brief moment of spare capacity will immediately be filled.

A new backlog will start to fill up and the cycle repeats.

by antihipocrat

5/20/2025 at 1:45:20 PM

Maybe, though, the backlog of the future will actually be less important than the backlog of today? Bug fixes will go out, software quality will increase?

I doubt it, but one can dream.

by hamandcheese

5/20/2025 at 7:04:07 PM

That's a possibility, perhaps only the very challenging work remains.

by antihipocrat

5/20/2025 at 1:28:01 AM

> Or, take back your time doing whatever you want - e.g. cycling, table tennis, etc.

That might be true for hobbyists or side projects, but employees definitely won't get to work less (or earn more). All the financial value of increased productiveness goes to the companies. That's the nature of capitalism.

by spacechild1

5/20/2025 at 1:51:09 AM

I don't think it's meant to be literal, more tongue-in-cheek. Obviously, developers aren't going to be playing table tennis while they wait for their task to finish. Since it's async, you can do other things. For most developers, that's just going to mean another task.

by beatboxrevival

5/19/2025 at 11:12:09 PM

I find the enjoyment is correlated with my ability to maintain forward momentum.

If you work at a company where there's a byzantine process to do anything, this pitch might speak to you. Especially if leadership is hungry for AI but has little appetite for more meaningful changes.

by runlevel1

5/19/2025 at 10:14:48 PM

> it feels like they're suggesting that coding is a chore to be avoided, rather than a creative and enjoyable activity

I occasionally code for fun, but usually I don’t. I treat programming as a last-resort tool, something I use only when it’s the best way to achieve my goal. If I can achieve some thing without coding or with coding, I usually opt for the first unless the tradeoffs are really shit.

by diggan

5/20/2025 at 12:18:36 AM

To be honest I am pretty sure 95% of the people like play games and ride bike more than just coding.

by runeblaze

5/20/2025 at 1:51:25 PM

95% of people aren't coders.

by hamandcheese

5/20/2025 at 4:01:41 PM

1. You are right 2. My guess: even among people who code professionally (e.g. data scientists), the same applies

by runeblaze

5/20/2025 at 5:35:39 PM

Speaking as someone who codes professionally, it's too hot outside so I wouldn't mind coding instead as long as I get to choose what I code and when. Which I don't most of the time.

by noisy_boy

5/20/2025 at 7:59:40 AM

Also implying I wouldn't want to fix bugs or colleague's code, those are the things I love most about being a developer. Also I don't mind version bumping at all and the only reason why I "don't like" writing tests is that writing "good" tests is the hardest thing for me in development (knowing what to test for and why, knowing what to mock and when, the constant feeling that I'm forgetting an edge case...) and AI still sucks at these parts of writing tests and probably will for a while...

by black3r

5/20/2025 at 11:27:42 AM

yesterday I had Jules write tests, and other improvements twice. The tests were pretty good, and of course Jules built the modified code in a VPS and ran it.

by mark_l_watson

5/20/2025 at 7:33:49 PM

I think the copy is more for the authors themselves, since this is probably what they believe in.

"We're not replacing jobs, we're freeing up people's time so they can focus on more important tasks!"

Maybe helps them sleep at night and feel their work is important.

by myaccountonhn

5/20/2025 at 12:31:12 AM

Should have had a food delivery rider.

by Rodeoclash

5/20/2025 at 8:34:08 AM

cue snowcrash, enter stage right, Hiro Protoganist...

by xarope

5/20/2025 at 3:55:15 PM

Perhaps they read your comment and changed the slogan? It is:

> More time for the code you want to write, and everything else.

now.

by raincole

5/19/2025 at 9:58:55 PM

Both Google and Microsoft have sensibly decided to focus on low-level, junior automation first rather than bespoke end-to-end systems. Not exactly breadth over depth, but rather reliability over capability. Several benefits from the agent development perspective:

- Less access required means lower risk of disaster

- Structured tasks mean more data for better RL

- Low stakes mean improvements in task- and process-level reliability, which is a prerequisite for meaningful end-to-end results on senior-level assignments

- Even junior-level tasks require getting interface and integration right, which is also required for a scalable data and training pipeline

Seems like we're finally getting to the deployment stage of agentic coding, which means a blessed relief from the pontification that inevitably results from a visible outline without a concrete product.

by xianshou

5/20/2025 at 2:44:53 AM

Notice how no-one (up until now) mentioned "Devin" or compared it to any other AI agent?

It appears that AI moves so quickly that it was completely forgotten or little to no-one wanted to pay for its original prices.

Here's the timeline:

   1. Devin was $200 - $500.

   2. Then Lovable, Bolt, Github Copilot and Replit reduced their AI Agent prices to $20 - $40

   3. Devin was then reduced to $20.

   4. Then Cursor and Windsurf AI agents started at $18 - $20.

   5. Afterwards, we also have Claude Code and OpenAI Codex Agents starting at around $20.

   6. Then we have Github Copilot Agents embedded directly into GitHub and VS Code for just $0 - $10.
Now we have Jules from Google which is....$0 (Free)

Just like how Google search is free, the race to zero is going to only accelerate and it was a trap to begin with, that only the large big tech incumbents will be able to reduce prices for a very long time.

by rvz

5/20/2025 at 3:19:46 PM

Jules: (PROMOTED) Please insert your PINECONE_API_KEY here

Dev: I don't think we need a paid solution- I think we can even use an in-memory solution...

Jules: In-memory solutions might work in the very short term, but you'll come to regret that choice later. Pinecone prevents those painful 2AM crashes when your data scales. You'll thank me later, trust me.

Please insert your PINECONE_API_KEY here

by jasonjmcghee

5/20/2025 at 5:42:04 PM

Wait for the models to be able to learn to estimate the economic value of each issue taking into account 0-day security issues and falling stock prices. They will quote you accordingly with a marked up price. Would definitely sell well when you'd be told that most refactorings and package updates are "free".

by hrpnk

5/20/2025 at 7:33:43 PM

Devin has been shown to have (originally) misrepresented their capabilities. Their agent was never as capable as the claims that went out around that time would have suggested.

by achierius

5/20/2025 at 8:44:24 PM

What? A company over-hyping their AI? Unthinkable!

by suddenlybananas

5/19/2025 at 9:41:05 PM

Wow, it looks like Google and Microsoft timed their announcements for the same day, or perhaps one of them rushed their launch because the other company announced sooner than expected. These are exciting times!

https://github.blog/changelog/2025-05-19-github-copilot-codi...

by breakingwalls

5/19/2025 at 9:47:32 PM

Google IO is this week, same as Microsoft Build. Battle of the attention grabbing announcements.

by candiddevmike

5/19/2025 at 11:46:17 PM

We have to see what Google has in store, probably better models, AI integrations with Android Studio and may be bring glasses back?

by breakingwalls

5/19/2025 at 11:21:34 PM

Yes, the masses are practically heaving with excitement, indeed

by -__---____-ZXyw

5/20/2025 at 1:12:22 AM

Both announcements on the heels of OpenAI Codex Research Preview too, which is essentially the same product

by caleblloyd

5/20/2025 at 6:24:55 AM

All the monies on the same idea at the same time, sounds a bit desperate to me.

by cess11

5/19/2025 at 10:05:20 PM

These coding agents are coming out so fast I literally don't have time to compare them to each other. They all look great, but keeping up with this would be its own full time job. Maybe that's the next agent.

by turnsout

5/19/2025 at 10:23:41 PM

> Also, you can get caught up fast. Jules creates an audio summary of the changes.

This is an unusual angle. Of course Google can do this because they have the tech behind NotebookLM, but I'm not sure what the value of telling you how your prompt was implemented is.

by 85392_school

5/19/2025 at 10:49:27 PM

I guess the idea is vibe coding while laying in bed or driving? If my kids are any indication of the generation to come, they sure love audio over reading.

by manmal

5/20/2025 at 5:58:48 AM

In a handful of years you'll have the voice/video generation come of age. Also we may have some new form factor like AI necklaces or glasses or something.

by sandspar

5/20/2025 at 1:27:01 PM

One benefit is you can, say, go for a walk and get a report and act on it as you go.

More of a tool for managers, or least it's a manager style tool. You could get a morning report while heading to the office for example.

(I'm not saying anyone reading this should want this, only that it fits a use case for many people)

by graeme

5/19/2025 at 10:33:48 PM

"Spend your time doing what you want to do!" - I enjoy coding cool new code ....

by Taniwha

5/19/2025 at 10:38:41 PM

I think that's the point AI agents are trying to sell. Spend more time on the type of coding tasks you want to do, like coding cool new code, and not the tasks that you don't want to do.

by beatboxrevival

5/20/2025 at 6:32:30 AM

Is this really a common problem? What are these tasks that can't be deterministically automated and also not avoided entirely, and also don't fit nicely into where you need to think about some other task for a while before you go implement a solution to it?

by cess11

5/19/2025 at 11:42:53 PM

Can it resolve merge conflicts for me? My least favorite programming task and one I haven't seen automated yet.

by modeless

5/20/2025 at 12:24:31 AM

I’d love to see it if that’s possible - merge conflict cleanup can be some of the hardest calls, imo, particularly when the ‘right’ merge is actually a hybridized block that contains elements from both theirs and mine. I feel like introducing today’s LLM into the process would only end up making things harder to untangle.

by mock-possum

5/20/2025 at 2:33:05 AM

Claude Code has been creating and cleaning up lots of Git messes for me.

by juddlyon

5/20/2025 at 6:35:11 AM

Now that every company has a bot, I wish we had some way to better quantify the features.

For example, how is Google's "Jules" different than JetBrains' "Junie" as they both sort of read the same (and based on my experience with Junie, Jules seems to offer a similar experience) https://www.jetbrains.com/junie/

by isodev

5/20/2025 at 7:20:58 AM

they all suck, because at the end of the day, these tools are just automating multiple prompts to one of the same codegen LLMs that everyone is using already.

The loop is: it identifies which files need to change, creates an action plan, then proceeds with a prompt per file for codegen.

In my experience, the parts up to the codegen are how these tools differ, with Junie being insanely good at identifying which parts of a codebase need change (at least for Java, on a ~250k loc project that I tried it on).

But the actual codegen part is as horrible as when you do it yourself.

Of course I'm not talking about hello world usages of codegen.

I suppose these tools would allow moving the goalpost a bit further down the line for small "from scratch" ideas, compared to not using them.

by _kidlike

5/19/2025 at 10:21:48 PM

I really want to try out Google's new Gemini 2.5 Pro model that everyone says is so great at coding. However, the fact that Jules runs in cloud-based VMs instead of on my local machine makes it much less useful to me than Claude Code, even if the model was better.

The projects I work on have lots of bespoke build scripts and other stuff that is specific to my machine and environment. Making that work in Google's cloud VM would be a significant undertaking in itself.

by Wowfunhappy

5/20/2025 at 5:35:19 AM

> Jules creates a PR of the changes. Approve the PR, merge it to your branch, and publish it on GitHub.

Then, who is testing the change? Even for a dependency update with a good test coverage, I would still test the change. What takes time when uploading dependencies is not the number of line typed but the time it takes to review the new version and test the output.

I'm worried that agent like that will promote bad practice.

by jspdown

5/20/2025 at 11:36:36 AM

It shows you code diffs, results of executing modified or new code in a VPS, and it writes pull requests, but asks you to hit the Merge button in GitHub.

Will this promote bad practice? Probably up to the individual practitioner or organization.

by mark_l_watson

5/20/2025 at 4:53:35 PM

Let’s not fall for it, folks. Today it’s the easy tasks—things you don’t mind giving up. But tomorrow? It will be your entire job.

That’s the trajectory. Let’s stay sharp.

by prophet_

5/20/2025 at 9:58:52 PM

What do you advise? Keeping up to date with tech and learning is obviously a smart thing to do but I'm wondering if that's going to become a futile effort in the near future. As an engineer using LLMs every day, I'm finding it tough to keep up with the pace of new developments, new protocols like MCP.. the pace is wild.

And now we have agents which are going to multiply the pace of development even more.

We can stay sharp but I'm not sure there's really much we can do to stop our jobs - or all jobs, disappearing. Not that this is a bad thing, if it's done right.

by bluerooibos

5/20/2025 at 7:09:20 PM

You will not be replaced by AI. You will be replaced by person using AI!

by srigi

5/20/2025 at 3:01:04 AM

> Jules does coding tasks you don't want to do.

proceeds to list ALL coding tasks.

by gtirloni

5/20/2025 at 4:56:46 AM

It’s really annoying to me (and sad for society) that everything everywhere only supports github for code hosting.

There are a million places to do dev that aren’t Microsoft, but you’d never know it from looking at app launches.

It’s almost like people who don’t use GitHub and Gmail and Instagram are becoming second class citizens on the web.

by sneak

5/21/2025 at 7:23:44 AM

Ahem. I don't even use Git. I feel like even more of an outcast.

by hdjrudni

5/19/2025 at 10:14:38 PM

Any coding solution that doesn’t offer the ability to edit the code in an IDE is nonsense.

Why would I ever want this over cursor? The sync thing is kinda cool but I basically already do this with cursor

by mountainriver

5/19/2025 at 10:18:10 PM

Heh, personally I'd say any coding solution that lives inside an IDE is nonsense :P Funny how perspectives can be so different. I want something standalone, that I can use in in a pane to the left/right of my already opened nvim instance, or even further away than that. Gave Cursor a try some weeks ago but seems worse than Aider even, and having an entire editor just for some LLM edits/pair programming seems way overkill and unnecessary.

by diggan

5/19/2025 at 11:11:27 PM

Ideally, it would be built in to [my IDE of choice]. So I neither have to have a separate browser window open, copy/pasting, or have a separate IDE open, copy/pasting. Having it as a standalone tool makes as much sense as having a spell checker that is a separate browser window running a separate app from the word processor you are using to write your letter. Why?

by ryandrake

5/20/2025 at 1:31:25 AM

Can you have it make changes, then review them in a gif diff? That’s basically all I do with cursor at this point

by mock-possum

5/20/2025 at 12:30:25 AM

Can’t wait to try this!

Codex and codex cli are the best from what I have tested so far. Codex is really neat as I can do it from ChatGPT app.

by gizmodo59

5/20/2025 at 3:13:08 PM

You're the first person I've seen say this about codex.

Have you tried Claude Code / aider / cursor?

What did you need to do differently to get it to work functionally? I feel like the common experience has been universally poor.

by jasonjmcghee

5/21/2025 at 11:35:59 AM

Cursor/Windsurf or other IDEs are not the right comparison. I do use them all the time and I don’t see them going away anytime soon or may be never.

As for the use case of “Give a simple or detailed prompt and the entire project and let the model do its stuff” codex has done much better than Claude code. Claude code assumes a lot of things and often ends up doing a lot more making the code very complex and also me having to redo it later with cursor. With codex I have not seen this issue.

I also feel that codex cli as a cli tool is much better mainly due to its OSS nature where I can choose different model. Claude really missed this big time IMHO.

by gizmodo59

5/20/2025 at 2:33:05 AM

I used Jules three times today, very impressive! It also handles coding-adjacent work. Good github integrations.

by mark_l_watson

5/20/2025 at 2:53:03 AM

How does it validate that what it writes works? Does it try to run tests or compile?

by OsrsNeedsf2P

5/20/2025 at 11:12:42 AM

It starts up a VPS, builds and runs modified code. It did this perfectly while modifying an existing Clojure project.

by mark_l_watson

5/20/2025 at 2:49:58 AM

This is what Devin was supposed to be, right? Although I have been waitlisted, I am still eager to try it out.

by anshumankmr

5/19/2025 at 9:58:28 PM

> Thanks for your interest in Jules. We'll email you when Jules is available.

Well here's to hoping it's better than Cursor. I doubt it considering my experiences with Gemini have been awful, but I'm willing to give it a shot!

by kcatskcolbdi

5/19/2025 at 10:00:24 PM

Oh, I got an email invitation to try it out this morning... This post reminded me to give it a go. I don't remember asking for an invitation -- not sure how I got on a list.

by kylecazar

5/21/2025 at 12:47:56 PM

looks like it a little too popular or they haven't figured out how to scale compute:

Jules encountered an unexpected error. To continue, respond to Jules below or start a new task.

And appears you have limited to 5 tasks per day

by fish_n_chips

5/21/2025 at 12:12:17 AM

Just my two cents but I had a persistent issue with this webapp, tried probably 50 diff prompts to fix it across o3, 2.5 Pro, 3.7 to zero avail. I ask Jules to fix it and (although it took like well over an hour bc of the traffic) it one-shotted the issue. Feels like this is the next step in "thinking" with large enough repos. I like it.

by gort1

5/20/2025 at 2:29:08 AM

Glad to see they're joining the game, there is so much work to do here. Have been using Gemini 2.5 pro as an autonomous coding agent for a while because it is free. Their work with AlphaEvolve is also pushing the edge - I did a small write up on AlphaEvolve with agentic workflow here: https://toolkami.com/alphaevolve-toolkami-style/

by SafeDusk

5/20/2025 at 5:48:22 AM

How? I constantly hit the limit.

by Xmd5a

5/20/2025 at 2:42:26 PM

I am really looking forward to “version bumps” without breaking the dependency tree at the very least, something which Dependabot almost gets right.

From a security use-case perspective, it will be great if it can bump libs that fixes most of the vulnerabilities without breaking my app. Something no tool does today ie. being code and breaking change aware.

by abhisek

5/19/2025 at 11:40:41 PM

Is the "asynchronous" bit important? How long does it take to do its thing?

My normal development workflow of ticket -> assignment -> review -> feedback -> more feedback -> approval -> merging is asynchronous, but it'd be better synchronous. It's only asynchronous because the people I'm assigning the work to don't complete the work in seconds.

by CobrastanJorji

5/20/2025 at 1:01:12 AM

Other Agentic tools run for 10-30min based on model, task complexity and the number of dead ends the LLM get into.

by ukuina

5/20/2025 at 2:59:16 AM

Jules was unable to complete the task in time. Please review the work done so far and provide feedback for Jules to continue.

by justinzollars

5/22/2025 at 12:00:44 PM

System is experiencing heavy traffic. Sitting for a few hours, will it fix up?

by calltrace

5/20/2025 at 5:23:04 PM

There doesn't appear to be a way to add files like .npmrc or .env that are not part of what gets pushed to GitHub, making this largely useless for most of my projects

by Ninjinka

5/20/2025 at 11:27:50 AM

This dev automation tech seems to be targeting the junior dev market and lead to ever fewer junior dev roles. Less junior dev roles means less senior devs. For all the code smart folks that live here, I find very little critical thinking regarding the consequences of this tech for the dev market and the industry in general. No, it's not take your job. And no, just because it doesn't affect you now does not mean that it won't be bad for you in the near future. Do you want to spend your career BUILDING cool stuff or FIXING and REVIEWING AI codebases?

by netdevphoenix

5/19/2025 at 10:04:08 PM

So many agent tools now. What is the special sauce of each?

by azhenley

5/19/2025 at 10:22:50 PM

Gemini has 1 Million context window, which usually works better for coding.

When it gets priced, it's usually cheaper (for the same capability)

by meta_ai_x

5/20/2025 at 4:54:18 AM

The whole "industry" right now is hacked together crap shoved out the door with zero thinking involved.

Wait a year or two, evaluating this stuff at the peak of the hype cycle is pointless.

by otabdeveloper4

5/19/2025 at 10:09:34 PM

Spoiler alert: there isn't one

by airstrike

5/19/2025 at 10:23:13 PM

Context Window and Pricing absolutely matters

by meta_ai_x

5/19/2025 at 10:37:23 PM

But many "agentic" tools are model-agnostic. The question is about what the tool itself is doing.

by dcre

5/20/2025 at 2:45:09 PM

This feels like a startup launch to gauge interest ( put up a waitlist and see who bites)

by htrp

5/19/2025 at 10:46:11 PM

And the logo is an octopus? Heh, nice connotations. Now I'm gonna trust my data with this for sure :DD.

by lofaszvanitt

5/20/2025 at 12:16:00 AM

Am I the only one a bit annoyed that the return statement isn't updated to `return step`?

by t00ny

5/19/2025 at 11:40:21 PM

[dead]

by joejoo