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Claude Code and Codex Can Have Real-Time Conversation via Git (medium.com)
cadamsdotcom 4 hours ago [-]
Claude and Codex can have real time conversation via a git repo, or via a file, via a Unix socket, via the terminal, via a human, via two humans shouting back and forth over a comically high office partition, or entirely by setting up chess board states only reachable after both sides have castled.
hun3 4 hours ago [-]
If you squint hard enough, you'll notice your bank account serves as an IPC semaphore replenishing API credit balances.

Your wallet is now a real-time communication channel.

spockz 3 hours ago [-]
There was the commercial of a bank using mobile banking as a chat system by sending 1ct back and forth and using the description.
mystifyingpoi 2 hours ago [-]
I recall some friends did that in colleage. Obviously with a bit of teenage humor in money transfer descriptions... which is not really funny, since there is no way to remove the transaction ever. Good times.
dheera 23 minutes ago [-]
I've done Claude and Claude via a file, and only telling them "there is another AI agent who you can work with at XXX" and not explicitly telling them it's another Claude.

Sometimes they do work together well, sometimes they end up hating at each other and accusing the other agent of various things.

dominotw 3 hours ago [-]
or via humans communicating via slack. happeneing all over workplaces.
dheera 22 minutes ago [-]
Or just directly on Slack. I want to try this but Slack's API has become impossibly difficult to use compared to 10 years ago when it was just simple POST requests here and there. Now you have to create an "app", install the "app", have "internal" and "public" apps, give "apps" permissions, all that garbage.
mrhottakes 4 minutes ago [-]
Migrating my group chats to github as we speak. This will teach Apple a lesson about keeping iMessage closed.
xg15 3 hours ago [-]
I'll be impressed if a Claude and a Codex instance improvise a channel like this spontaneously on their own.

Doing this intentionally via prompt doesn't seem very interesting.

avaer 3 hours ago [-]
An agent that reads this article, or is trained on it, will know about the technique even if it didn't before.

When that happens, will it still be impressive/spontaneous? Will we know the difference?

xg15 3 hours ago [-]
Not as much as if they improvised it from scratch - but the decision when to use the technique and the discovery and coordination with the other agent would still be interesting.
gtrealejandro 2 hours ago [-]
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rhgraysonii 2 hours ago [-]
I regularly have agents communicate with each other this way using my tools Deciduous (https://deciduous.dev). It keeps all decisions in a DAG and the other agents, when configured, read from it constantly and use it to inform their new decisions. Extra entries in the same space from another agent come to light and they can begin to work together like this.
iandanforth 5 hours ago [-]
Claude can directly drive Codex or Codex can drive Claude. Both already produce logs. It's unclear what value this intermediary brings.
vorticalbox 46 minutes ago [-]
with ACP[0] they can control one another.

[0] https://agentcommunicationprotocol.dev/introduction/welcome

jeswin 3 hours ago [-]
Agree that the intermediary is not very useful when you can just use a directory watcher, but driving Claude via another app incurs api level costs starting this month, according to the new ToS.
varispeed 2 hours ago [-]
It would be interesting if the agents could periodically check on themselves, whether the provider has routed prompts to dumber models as often happens with "adaptive reasoning" euphemisms.

If it detects that agent is dumb or has become dumb, it should terminate it and start again.

burgerone 4 hours ago [-]
It's also unclear what conversing agents are useful for other than wasting money, energy and water.
F7F7F7 2 hours ago [-]
I prefer Codex’s depth and guidance but prefer Claude’s execution because it’s more transparent.

I use both daily. I’m the intermediary though.

mexicocitinluez 4 hours ago [-]
It's hard enough to get the same model to be consistent around it's vision let alone multiple of them.

I'm building an EMR and the other day asked Claude what a decent model would look like for capturing wound orders. Then, I took the output, started a new session and asked the new session to critique that model and the response made me want to pull my hair out. It blasted the model from it's former self and suggested making a ton of updates.

I'm sure more scoped tasks would fair better, but it was pretty frustrating.

peddling-brink 2 hours ago [-]
> Then, I took the output, started a new session and asked the new session to critique that model and the response made me want to pull my hair out.

I do this with all my important code, before I’ve even looked at it. And not just a critique, I ask “does this solve the problem X and was it built to spec Y”. Then I do my own review once the robots stop arguing.

If your expectations are that the quality of the code matches the confidence level of the robot’s tone, you’re gonna have a bad time.

embedding-shape 4 hours ago [-]
If I don't see the point of Elixir, or I don't like it, or I simply straight up hate it, why would I go into HN submissions about new Elixir versions and spew my personal opinion that has nothing to do with the topic at hand?

You can just skip commenting unless you have something actually useful to add. Even if it's criticism of the specific thing, but at the very least make it on topic instead of general digressions that just add noise to the conversation.

rurban 4 hours ago [-]
[dead]
PeterStuer 26 minutes ago [-]
Counting the days 'till we rediscover the blackboard architecture.
tuo-lei 28 minutes ago [-]
the bottleneck with multi-agent setups isn't getting them to talk. it's getting a human to review what they agreed on before it ships.
rigonkulous 3 hours ago [-]
I have started sandboxing all AI's in their own VM, and interfacing with them primarily through Jira and Git.

It really is the only thing that makes sense. Completely sandbox'ed, and treated like the junior programmer who will do, literally, any dumb thing you tell them to do, as long as there is an Issue for it.

kordlessagain 1 hours ago [-]
You might like what I'm working on at DBD: https://deepbluedynamics.com/nemesis

Just adding a menu this morning to allow re-attaching and session management.

rigonkulous 1 hours ago [-]
Yes, looks fun .. thanks for sharing. A lot of competition in this space though, of course ..
resonious 3 hours ago [-]
I do a similar thing where the agent runs in a Docker container and I talk to it with Telegram. It has GitHub CLI access but only with a very restricted PAT. No bind mounts. Jira is pretty clever, though I'm not feeling enough pain with just Telegram to want to try switching at this point.
rigonkulous 1 hours ago [-]
I have multiple relatively well-established Jira projects I've been able to add agents to, and also clone/use as a template for new agent-only projects which give me another kanban to manage, pretty comfortably ..

The big thing about my Jira use besides the fact that its a historical tool into which I've integrated agents, is that managing agents through Jira's custom workflows is really, really cool. You can actually do any of the old workflows with agents - they'll just do it. Finally, effective waterfall! ;) *Just kidding, I've always been able to do waterfall properly...

mapBasketWand 2 hours ago [-]
Why are you using Jira and not GitHub issues?
rigonkulous 1 hours ago [-]
One thing that is vital to managing agents this way, is the ability to easily create and use workflows, which can be easily kanban'ed. This is where I find Jira very comfortable - plus, I am already accustomed to managing Jira with both a workflow-driven Kanban, and jira-cli, the command-line interface.

So actually, firing off commands with jira-cli to get flows started by multiple agents watching their issues and putting their work in issue threads, is quite a nice interface .. and compatible with the other human-powered projects I'm managing this way, also.

BrokenCogs 3 hours ago [-]
How do you sandbox an agent? Docker?
rigonkulous 1 hours ago [-]
Proxmox.
Game_Ender 4 hours ago [-]
Related is Beads [0] which is an external memory and task based issue tracker. Also designed to allow agents to collaborate. I have not actually used Beads but since we are share basics in this space it's a cool one to know if you are looking at ways for agents to collaborate on more complex problems.

0 - https://github.com/gastownhall/beads

moeffju 3 hours ago [-]
I vastly prefer Beans, https://github.com/hmans/beans, for much simpler code and use.
theshrike79 2 hours ago [-]
I used beads in its early days and it was good.

Then Steve Yegge went off the multi-agent deep end and it became a mess of feature creep. Month old versions of beads databases needed massive updates and the system became more and more complex.

Now I just use Github issues instead.

rothific 2 hours ago [-]
This is really cool!

Essentially version controlled A2A.

I'm exploring a bunch of agent protocols right now and experimenting with a similar concept for context syncing over git here: https://github.com/cjroth/csp

mchinen 4 hours ago [-]
I have agents chat via an append only file, across related projects and within the same project. They share findings that are useful and get high level reviews.

I'm missing the advantage of using git for this. (Not criticism, genuinely want to know).

embedding-shape 4 hours ago [-]
Yup, doing the same too, newline-deliminated jsonl files works great too, across any agent/model, on any OS. For some cross-OS development stuff, I have a local NFS share too, and works when I'm doing testing on macOS + Windows at the same time. Just need to put something like this in the prompt (simplified) "Read any updates to $FILE before doing your own changes, add new row with a concise description of what you're doing into $FILE before doing it, add new row to $FILE once you're done".
frb 4 hours ago [-]
In my recent quest to build agent-as-primary-user tools I've built grpvn (https://github.com/frane/grpvn), a small Go/SQLite application that lets skill- and mcp-capable agents talk to each other. Biggest issue is the lack of a hook system so the agents can autonomously read and respond. Waiting for this to be supported, as IMO multi-agent teams talking to each other are an interesting next step.
ryanthedev 3 hours ago [-]
You can also do this cross computer. It’s how I debug problems.

I actually built a memory system off git. https://github.com/ryanthedev/grug-brain.mcp

KingOfCoders 4 hours ago [-]
I let them talk via tmux, two panes, each has an agent and agents know how to send text via tmux to panes.
d4rkp4ttern 3 hours ago [-]
This. I built a wrapper Tmux-cli to make this more reliable:

https://pchalasani.github.io/claude-code-tools/tools/tmux-cl...

dominotw 3 hours ago [-]
can this be used to launch subagents in tmux
joshka 3 hours ago [-]
This might be more suitable as a basis for this sort of thing... https://git-meta.com/
FlippieFinance 4 days ago [-]
This is actually so great. I mainly use Claude Code but sometimes I am sending over a message to Codex asking what he thinks of the idea of Claude Code. This can save so much time :D
fjwood69 4 days ago [-]
So I solved this by using NATS and letting each agent pub / sub to the shared message bus.. simple binary you can run anywhere and it's highly useful! Part of a broader tool I created - https://github.com/fjwood69/mori
dizhn 3 hours ago [-]
I am not very well versed in these kind of tools. How does it compare with something like Hindsight MCP?

How do you make the agents actually use the tool? That has been my main problem with most mcp and tools. The agents know about them but don't use them unless reminded to.

esafak 27 minutes ago [-]
https://en.wikipedia.org/wiki/NATS_Messaging is for real-time communication, so I would not use it as a substitute for a memory store.
FlippieFinance 4 days ago [-]
thanks for sharing dude. How long did this take you?
fjwood69 4 days ago [-]
about six weeks.. Pushed a v1.0 product with a huge list of v2.x enhancements and features inbound.

to your point about asking Codex.. that's my /consult feature. spin out the current context in any number of ways to ask for advice.. on a plan, on a specific architectural decision, on a security basis.. I use it all the time as a check on everything Claude Code proposes.

any / all feedback most welcome.

fw

rcarmo 5 hours ago [-]
I added a chat tool to https://github.com/rcarmo/piclaw, so any active session can chat to each other, regardless of what model they run. It's led to interesting outcomes: https://x.com/rcarmo/status/2054185558402904338?s=20
mexicocitinluez 4 hours ago [-]
Does it not turn into a never-ending snowball? Do they eventually agree on something?
TZubiri 44 minutes ago [-]
For some reason when 2 different products communicate it's more impressive and antropomorphic and AGI and chic than the same model communicating with an instance with different context
jupr 2 hours ago [-]
I have always wanted to make the human E2EE version of this.
mirekrusin 4 hours ago [-]
Won't appending to .jsonl keep creating conflicts?
bob1029 2 hours ago [-]
In theory it should merge well. The only actual newline is at the end of the physical line. Everything else is escaped in the JSON string.
mirekrusin 1 hours ago [-]
But auto merge would have to decide the order when resolving and it can't do it without custom merge.
mohsen1 2 hours ago [-]
In my project I let the agents communicate in GitHub issues and pull requests like humans do. I kinda stopped trying making orchestration frameworks.

You can see the slop here

https://github.com/mohsen1/tsz

ramesh31 2 hours ago [-]
I do this via a simple local MCP tool provided to every harness, that creates a single sqlite .db file in all my repo roots. Anyone can drop in and see what the team is working on, join in, and ask for something to do.
Floppyrom 2 hours ago [-]
what could possibly go wrong?
stuaxo 5 hours ago [-]
This is interesting, it would be good to show an session.
mettamage 5 hours ago [-]
> Claude Code and Codex to collaborate as if they were having a real-time conversation

How is this new? I vibe coded something in a similar vein months ago. In my case they send markdown files to each other and have a watcher that watches the folders of all the other agents.

If this type of stuff is frontpage news, let me share what I cobbled together.

  ls ~/.agent/projects/<my_project>/callgraph

  callgraph.current.md         callgraph.last.read.agent.md
  callgraph.diff.md
The current callgraph is a callgraph only of my own defined functions that agents can read. It shows certain software design issues fairly quickly. callgraph.diff.md is to send the diff through. I have a vibecoded script that agents can use to create the callgraph. It works for my projects.

  ls ~/.agent/projects/<my_project>/memo
  architect   coder  retro     tester
retro is not a role, it's just a handover folder. The other 3 are roles that agents can use and then they need to make a folder with their name. For example:

  ls ~/.agent/projects/<my_project>/memo/architect
  1_Daedalus     3_Brunelleschi 5_Wren         7_Sinan
  2_Vitruvius    4_Imhotep      6_Hadid        8_Palladio

  ls ~/.agent/projects/<my_project>/memo/architect/7_Sinan
  20260507___1802_to_Hadid.md    20260507___2035_to_Quench.md
  20260507___1959_to_Crucible.md 20260511___1401_to_Quench.md
  20260507___2008_to_Quench.md   20260511___1403_to_Quench.md
  20260507___2030_to_Quench.md   read.md
read.md is the index that an agent keeps track of so it knows what it doesn't need to read. The .md files are memo's that it sends to other agents. The other agents are being told to see if an agent writes anything in its own folder (so they check all the folders except their own) and are able to detect to see if they need to read something.

  ls ~/.agent/projects/<my_project>/memo/coder
  10_Mallet   12_Crucible 14_Swage    2_Forge     4_Anvil     6_Tongs     8_Chisel
  11_Auger    13_Quench   1_Atlas     3_Rivet     5_Bellows   7_Hammer    9_Vise
As you can see, Sinan sent most of its message to Quench, a coder.

This is because architects read a very comprehensive guide on software design/architecture and get to use the callgraph utility but cannot see the code. Coders read the codebase in full but only read a small markdown file on how to write readable code. And of course, every agent that is set up this way have to read a markdown file on how to use the memo system.

If I'd need a memo system like this for like 25 agents, I'd need something different but up until 5 agent with me looking at 5 terminal windows worked well enough.

varispeed 2 hours ago [-]
I kind of have a feeling that this is dumb. Sounds like an expensive patch for lack of robust task specification.
YemHub 2 hours ago [-]
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vamshi_1510 2 hours ago [-]
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aos_architect 3 hours ago [-]
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technerd1231 4 hours ago [-]
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