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Posted by meetpateltech 7 hours ago

Ex-GitHub CEO launches a new developer platform for AI agents(entire.io)
245 points | 208 comments
thom 2 hours ago|
Either the models are good and this sort of platform gets swept away, or they aren’t, and this sort of platform gets swept away.
XorNot 1 hour ago||
The most interesting thing about everyone trying to position themselves as AI experts is the futility of it: the technology explicitly promises tomorrows models will be better then todays, which means the skill investment is deflationary: the best time to learn anything is tomorrow when a better model will be better at doing the same work - because you don't need to be (conversely if you're not good at debugging and reverse engineering now...)
rgbrenner 21 minutes ago|||
the best time to learn anything is tomorrow when a better model will be better at doing the same work

doesn’t that presume no value is being delivered by current models?

I can understand applying this logic to building a startup that solves today’s ai shortcomings… but value delivered today is still valuable even if it becomes more effective tomorrow.

frogperson 57 minutes ago||||
You nailed it. Thats exactly how I feel. Wake me up when the dust settles, and i'll deep dive and learn all the ins and outs. The churn is just too exhausting.
delichon 45 minutes ago|||
You might wake up in a whole different biome, Rip Van Winkle.
beepbooptheory 25 minutes ago||
I don't get the pressure. I don't know about you, but my job for a long time has been continually learning new systems. I don't get how so many of my peers fall into this head trip where they think they are gonna get left behind by what amounts to anticipated new features from some SaaS one day.

How do you both hold that the technology is so revolutionary because of its productive gains, but at the same time so esoteric that you better be ontop of everything all the time?

This stuff is all like a weird toy compared to other things I have taken the time to learn in my career, the sense of expertise people claim at all comes off to me like a guy who knows the Taco Bell secret menu, or the best set of coupons to use at Target. Its the opposite of intimidating!

BarryMilo 11 minutes ago|||
I'm not scared that my skills will be obsolete, I'm scared employers will think they are. The labor market was already irrational enough as it was.
delichon 19 minutes ago|||
A slow, deliberate approach is an excellent idea. We get nowhere by jumping at every shiny thing. But life may be too short to wait for the dust to settle.
cjonas 41 minutes ago|||
I may just be a "doomer", but my current take is we have maybe 3-5 years of decent compensation left to "extract" from our profession. Being an AI expert will likely extend that range slightly, but at the cost of being one of the "traitors" that helps build you're own replacement (but it will happen with or without you).
SpaceManNabs 24 minutes ago|||
I have a reading list of a bunch of papers i didn't get through over the past 2 years. it is crazy how many papers on this list are completely not talked about anymore.

I kinda regret going through the SeLU paper lol back in the late 2010s.

hsbauauvhabzb 18 minutes ago|||
But think of all the investor dollars between now and then!
heliumtera 55 minutes ago||
They know hence: forget what it does, it was created by the ex CEO of another commonly used thingy!
ibejoeb 2 hours ago||
>CLI to tie agent context into Git on every push.

Is this the product? I don't want to jump on the detractor wagon, but I read the post and watched the video, and all I gathered is that it dumps the context into the commit. I already do this.

parhamn 12 minutes ago||
> I already do this.

Hows your ability to get an enterprise to mandate their 5000 employees to use it? That's what most of these types of rounds are about.

agluszak 31 minutes ago|||
but you don't have a $60M seed and $300M valuation!!!1
causal 2 hours ago|||
Same thought. If anything I'm usually trying to find ways to reduce how much context is carried over.
ttoinou 1 hour ago|||
Isnt this overloading git commits too much ? Like 50kb per commit message
ibejoeb 1 hour ago||
Git is totally fine keeping a few extra text files. These are ephemeral anyway. The working sessions just get squashed down and eliminated by the time I've got something worth saving anyway. At that point, I might keep a overview file around describing what the change does and how it was implemented.

(I will give the agent boom a bit of credit: I write a lot more documentation now, because it's essentially instruction and initial instruction to anything else that works on it. That's a total inversion, and I think it's good.)

The bigger problem is, like others have said, there's no one true flow. I use different agents for different things. I might summarize a lot of reasoning with a cheap model to create a design document, or use a higher reasoning model to sanity check a plan, whatever. It's a lot like programming in English. I don't want my tool to be prescriptive and imposing its technical restrictions on me.

All of that aside: it's impossible that this tool raised $60 million. The problem with this post is that it's supposed to be a hype post about changing the game "entirely" but it doesn't give us a glimpse into whatever we're supposed to by hyped about.

ttoinou 1 hour ago||
the git commits message description never go away though, unless you're editing the git with BFG cleaner
ibejoeb 1 hour ago||
1. Commit messages go away if you remove the commit, but

2. Don't put it in the message. Put it in files.

andyhedges 1 hour ago||
I have it (claude, codex) summarise what we've discussed about a design, big change, put it in an MD file and then I correct it, have it re-read it and then do the change.

Then later if it goes off piste in another session tell it to re-read the ADDs for x, y and z.

If someone could make that process less clunky, that would be great. However it's very much not just funnel every turd uttered in the prompt onto a git branch and trying a chug the lot down every session.

mixologic 25 minutes ago|||
what about using git notes to stash the summaries? (https://git-scm.com/docs/git-notes)
duttish 1 hour ago||||
Very similar for me. I have a plans folder in my root where I store the plans while they're either under improvement or under implementation. Once they're done they're moved into the plans/old folder. So far it's worked great. It's a couple of manual steps extra but very helpful record.
ibejoeb 1 hour ago||||
Pretty much the same thing. I don't find it to be a burden. Regarding the product, I'm willing to believe I just don't see big picture, but without some peek at the magic, I don't know how much easier this could really be.
csmclass 1 hour ago|||
[dead]
brandall10 9 minutes ago||
60 million SEED round? This is really a thing now?
ljm 6 minutes ago|
[dead]
stack_framer 6 hours ago||
We went from having new JavaScript frameworks every week to having new AI frameworks every week. I'm thinking I should build a HN clone that filters out all posts about AI topics...
bonesss 4 hours ago||
Looking at the most popular agent skills, heavily geared towards react and JS, I think a lot of the most breathless reports of LLM success are weighted towards the same group of fashion-dependant JavaScript developers.

The same very online group endlessly hyping messy techs and frontend JS frameworks, oblivious to the Facebook and Google sized mechanics driving said frameworks, are now 100x-ing themselves with things like “specs” and “tests” and dreaming big about type systems and compilers we’ve had for decades.

I don’t wanna say this cycle is us watching Node jockies discover systems programming in slow motion through LLMs, but it feels like that sometimes.

daliusd 6 hours ago|||
Create extension that does that. AI can do that for you in 10 minutes
cyanydeez 1 hour ago|||
Or, you could perform a public service by creating a HN clone only for bots and try to convince the bots trolling here to go there.
vintermann 2 hours ago|||
You know the only effective way to do that, right?
cobolexpert 2 minutes ago|||
Yep exactly, a Perl script
malfist 1 hour ago|||
Claude create a clone of Hacker News, no mistakes. Must compile.
cyanydeez 1 hour ago||
Just give me your bank account, claude API, Mother's maiden name, your zip code, your 3 digit security code, and anything else you think I might need to live as malfist the magnificant. Can I call you that?
jahsome 6 hours ago|||
I've long wished for a 'filter' feature for the hn feed -- namely the old trend of web3 slop -- but with little else than keywords to filter, it would likely be tedious and inaccurate. Ironically, I think with AI/LLMs it could be a little easier to analyze.
chasd00 3 hours ago|||
one technique i've found useful is i don't click on the link if i'm not interested.
jtokoph 5 hours ago|||
It’s one reason I hoped lobste.rs had taken off. All posts are tagged and you can filter out by tag.
bitwize 5 hours ago||
This is how software is being written now. What you propose is like joining a forum called "Small-Scale Manufacturing News" and filtering out all 3D-printing articles.
LtWorf 4 hours ago||
We want to filter out the irrelevant software :)
raphaelmolly8 6 hours ago||
The context preservation problem is genuinely painful - I've been using task.md files and CLAUDE.md conventions to maintain agent state across sessions, and it's duct tape at best. First-class "checkpoints" that capture reasoning alongside diffs is an appealing idea.

But I'm skeptical of building this as a separate platform rather than as tooling on top of git. The most useful AI dev workflow improvements I've seen (cursor rules, aider conventions, claude hooks) all succeeded precisely because they stayed close to existing tools. The moment you ask developers to switch their entire SDLC stack, adoption becomes the real engineering challenge - not the tech.

Curious whether the open source commitment means the checkpoint format itself will be an open spec that other tools can build on.

mixologic 22 minutes ago||
Doesnt the tooling already exist? i.e. you could use `git notes` to attach agent state as checkpoints to Trees, Commits, Tags etc.
dipree 6 hours ago||
The CLI is open source, everyone can use it and it does work with git only. So, no separate platform needed. The platform only provides convenience to view checkpoints at the moment. However you can also view them in the CLI. It's here https://github.com/entireio/cli
rnewme 11 minutes ago||
Ironically, I was shortly contracting on PoC similar to this for ex github cofunder around this time last year.
andrewshawcare 7 hours ago||
> The game has changed. The system is cracking.

Just say what your thing does. Or, better yet, show it to me in under 60 seconds.

Web sites are the new banner ads and headings like that are the new `<blink>`.

StableAlkyne 1 hour ago||
> Web sites are the new banner ads and headings like that are the new `<blink>`.

It's been like this since the Dotcom era

Or did you forget that you can do anything at zombo.com?

It appears to be rather slow today, but here's a Wiki link for the uninitiated- https://en.wikipedia.org/wiki/Zombo.com

ziml77 1 hour ago||
The domain expired a few days ago and was purchased by someone else and then changed. There's a recreation of the original here https://html5zombo.com/
sph 1 hour ago|||
That's the saddest news I've heard this year.

It's still around, but has been redesigned and it's under "new management". Further proof that the internet is dying.

calebbushner 1 hour ago|||
Wait really?!? I’m surprised at how much that saddens me. What is the point of the internet without zombo com
mentalgear 7 hours ago|||
Exactly ... tired by all the marketing hyperbole talk. Just show what your product does in a simple example / showcase. If it's good, people will like it. You can save yourself a lot of text copy and user time that way.
ezekg 6 hours ago|||
They'll learn soon enough that selling to developers necessitates speaking clearly.
davepeck 3 hours ago|||
Dohmke never spoke clearly to developers when he was GitHub's CEO.
LtWorf 4 hours ago|||
They will sell to their managers
jeltz 3 hours ago||
No. With this kind of bullshit they plan to try to sell to C-levels and board members.

Edit: Actually it may just be aimed at investors. Who cares about having a product?

properbrew 3 hours ago||
> Actually it may just be aimed at investors

The fact that the first image you see has "$60M seed" in big text, I have to agree, this does not feel aimed at devs.

eddythompson80 5 hours ago||||
The problem is that when it comes to (commercial) developer tools and services, everyone can/wants to be everything, so why let a simple statement or a showcase limit you? "Hey, we are a container scanning service... But we can also be a container registry too, a CI, a KeyValue store, an agent sandbox provider, git hosting? We can do quick dev deployments/preview too. Want a private npm registry? Automated pull request reviews? Code Signing service? We are working on a new text editor btw"
CodingJeebus 5 hours ago||||
I feel like these types of pages are less geared towards actual users of the product and more towards the investors who love the vague and flowery language. We're no longer in a world where the path to profitability was the objective goal anyway, it makes sense to me that the marketing of software is becoming decreasingly detached from reality..

It's almost like an extension of the "if you're not paying for the product, you are the product" idea. If you're assessing a tool like this and the marketing isn't even trying to communicate to you, the user, what the product does, aren't you also kind of "the product" in this case too?

munk-a 6 hours ago|||
But what if my product is just an attempt to make a cushy exit during the AI bubble?
jtokoph 5 hours ago|||
I couldn’t figure out what they were doing in the first few screens of scrolling. Moved on.
eej71 2 hours ago|||
Its like a modern day redux of zombo com.
layer8 1 hour ago||
That’s a bit insulting to zombo.com.
sho_hn 1 hour ago||
AI is everything at zombo.com.

Everything is AI at zombo.com.

1970-01-01 3 hours ago|||
They also seem bothered by color photography in 2026. All style, no substance.
dmix 5 hours ago|||
You need to use AI to summarize the point of articles about AI products
cess11 3 hours ago|||
Seems they install a Git hook or something that executes on commit and saves your chatbot logs associated with the commit hash. This is expected to somehow improve on the issue that people are synthesising much more code than they could read and understand, and make it easier to pass along a bigger context next time you query your chatbots, supposedly to stop them from repeating "mistakes" that have already wasted your time.
wellf 3 hours ago|||
What it does? Imagine a multi line commit message.

Yes yes a Dropbox comment. But the problem here is 1 million people are doing the same thing. For this to be worth 60M seed I suspect they need to do something more than you can achieve by messing around locally."

"Claude build me a script in bash to implement a Ralph loop with a KV store tied to my git commits for agent memory."

rgxsh 6 hours ago||
It is not the system that is on crack ...
rippeltippel 1 hour ago||
Agents can save their reasoning into markdown files, and commit those files to Git. Are "Checkpoints" just a marketing term for that, or there's more to it?
reubenmorais 1 hour ago||
Claude Code already does this, you can access it with /resume, /rewind and /fork. I'd imagine building a version that saves in the repo instead of in the home folder would take very minimal effort.
SkyPuncher 1 hour ago||
This is about doing it seamlessly and flawlessly then sharing it across a team.
ElFitz 47 minutes ago||
So using something like the compound engineering plugin and committing its "brainstorms", plans, and "solutions"?
giancarlostoro 6 hours ago||
> Spec-driven development is becoming the primary driver of code generation.

This sounds like my current "phase" of AI coding. I have had so many project ideas for years that I can just spec out, everything I've thought about, all the little ideas and details, things I only had time to think about, never implement. I then feed it to Claude, and watch it meet my every specification, I can then test it, note any bugs, recompile and re-test. I can review the code, as you would a Junior you're mentoring, and have it rewrite it in a specific pattern.

Funnily enough, I love Beads, but did not like that it uses git hooks for the DB, and I can't tie tickets back to ticketing systems, so I've been building my own alternative, mine just syncs to and from github issues. I think this is probably overkill for whats been a solved thing: ticketing systems.

visarga 6 hours ago||
I am going lower level - every individual work item is a "task.md" file, starts initially as a user ask, then add planning, and then the agent checks gates "[ ]" on each subtask as it works through it. In the end the task files remain part of the project, documenting work done. I also keep an up to date mind map for the whole project to speed up start time.

And I use git hooks on the tool event to print the current open gate (subtask) from task.md so the agent never deviates from the plan, this is important if you use yolo mode. It might be an original technique I never heard anyone using it. A stickie note in the tool response, printed by a hook, that highlights the current task and where is the current task.md located. I have seen stretches of 10 or 15 minutes of good work done this way with no user intervention. Like a "Markdown Turing Machine".

dworks 1 hour ago|||
that's similar to the workflow i built, inspired by Recursive Language Models: https://github.com/doubleuuser/rlm-workflow
giancarlostoro 6 hours ago||||
That's hilarious, I called it gates too for my reimplementation of Beads. Still working on it a bit, but this is the one I built out a month back, got it into git a week ago.

For me a gate is: a dependency that must pass before a task is closed. It could be human verification, unit testing, or even "can I curl this?" "can I build this?" and gates can be re-used, but every task MUST have one gate.

My issue with git hooks integration at that level is and I know this sounds crazy, but not everyone is using git. I run into legacy projects, or maybe its still greenfield as heck, and all you have is a POC zip file your manager emailed you for whatever awful reason. I like my tooling to be agnostic to models and external tooling so it can easily integrate everywhere.

Yours sounds pretty awesome for what its worth, just not for me, wish you the best of luck.

https://github.com/Giancarlos/GuardRails

mattmanser 3 hours ago|||
This is built in to Claude Code, when you're in plan mode it makes a task MD file, even giving it a random name and storing it in your .claude folder.

I'm confused how this is any different to the pretty standard agentic coding workflow?

wild_egg 1 hour ago|||
Task management is fundamentally straightforward and yet workflow specific enough that I recommend everyone just spend a few hours building their own tools at this point.

Beads is a nightmare.

samename 2 hours ago||
Me too. I've been using spec-kitty [0], a fork of Spec Kit. Quite amazing how a short interview on an idea can produce full documents of requirements, specs, tasks, etc. After a few AI projects, this is my first time using spec driven development, and it is definitely an improvement.

[0]: https://github.com/Priivacy-ai/spec-kitty

giancarlostoro 1 hour ago||
Nice, I'll check yours out after work, looks pretty polished.
mohsen1 2 hours ago|
I am not willing to share my sheepish prompts with my team. Sorry!
ibejoeb 1 hour ago||
Hah. "If it's not too much trouble, would you mind if we disable the rimraf root feature?"

Gotta bully that thing man. There's probably room in the market for a local tool that strips the superfluous niceties from instructions. Probably gonna save a material amount of tokens in aggregate.

schaefer 1 hour ago||
I'm with you. I start every new prompt with: "Good morning", even at midnight. I'll be so embarrassed if that leaks.
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