Curious, how did you settle on Haiku/Sonnet? Because there are much cheaper models on OpenRouter that probably perform comparatively...

Consider Haiku 4.5: $1/M input tokens | $5/M output tokens vs MiniMax M2.7: $0.30/M input tokens | $1.20/M output tokens vs Kimi K2.5: $0.45/M input tokens | $2.20/M output tokens

I haven't tried so I can't say for sure, but from personal experience, I think M2.7 and K2.5 can match Haiku and probably exceed it on most tasks, for much cheaper.

Really interesting idea. Finally a use of AI that goes beyond the simple “chat on top of a resume” and actually tries to demonstrate skills with real evidence by reading the code.

I also really like the separation between the public and private agent. It’s an architectural choice that many people ignore when talking about AI agents.

The approach to cost control and model selection is also very solid.

Super random but I had a similar idea for a bot like this that I vibe coded while on a train from Tokyo to Osaka

https://web-support-claw.oncanine.run/

Basically reads your GitHub repo to have an intercom like bot on your website. Answer questions to visitors so you don’t have to write knowledge bases.

I actually use IRC in my coding agent

Change into rooms to get into different prompts.

using it as remote to change any project, continue from anywhere.

I tried it, it was cool. I don't like nully's attitude though. Very dismissive and tough.

But I like your setup as a whole. I'll see if I can get some takeaways from it.

I do tiered here too, with the lowest tier just a qwen local bot.

By the way how do you handle the escalation from haiku to opus I wonder?

For future reference I recommend having another Haiku instance monitor the chat and check if people are up to some shenanigans. You can use ntfy to send yourself an alert. The chat is completely off the rails right now...

This reads like it was written by AI. I don't understand how it provides any real security if the "guardrails" against prompt injection are just a system prompt telling the dumber model "don't do this"

This is such a great idea. I have an idea now for a bot that might help make tech hiring less horrible. It would interview a candidate to find out more about them personally/professionally. Then it would go out and find job listings, and rate them based on candidate's choices. Then it could apply to jobs, and send a link to the candidate's profile in the job application, which a company could process with the same bot. In this way, both company and candidate could select for each other based on their personal and professional preferences and criteria. This could be entirely self-hosted open-source on both sides. It's entirely opt-in from the candidate side, but I think everyone would opt-in, because you want the company to have better signal about you than just a resume (I think resumes are a horrible way to find candidates).

This looks like a fun project. I'm going to be that guy and spam this reminder regarding the HN submission text:

Don't post generated/AI-edited comments. HN is for conversation between humans

https://news.ycombinator.com/item?id=47340079

At the very least prompt your LLM to skip the AI-isms for "your" comments!

Cool approach using IRC as transport. I've been experimenting with MCP as the control plane for letting AI agents manage infrastructure specifically database operations. The lightweight transport idea is underrated vs heavy REST APIs.

Nice. I had some fun. Good work!

One question. Sonnet for tool use? I am just guessing here that you may have a lot of MCPs to call and for that Sonnet is more reliable. How many MCPs are you running and what kinds?

> That boundary is deliberate: the public box has no access to private data.

Challenge accepted? It’d be fun to put this to the test by putting a CTF flag on the private box at a location nully isn’t supposed to be able to access. If someone sends you the flag, you owe them 50 bucks :)

That was very educational, I found out I didn't know a lot of stuff.

How do you keep it from getting prompt injected?

Oh I get it the runtimes are nice and small, you're using Claude for the intelligence. Obv

I think I'm just impressed with anthropic more than anything. Defcon would have me believe that prompt injections are trivial

The demo seems to be in a messed up state at the moment. Maybe it's just getting hammered and too far behind?

lol I sent this link to my Claude bot connected to my Discord server and it started converting with nully and another bot named clawdia. moltbook all over again. I’m surprised how effortlessly it connected to IRC and started talking.

I wonder if this brings back demand for IRC clients on mobile devices? ;-)

> The model can't tell you anything the resume doesn't already say.

Good observation. But I would worry that in the scenario when this setup is the most successful, you have built a public facing bot that allows people to dox you.

While I am a huge fan of IRC, wouldn't be simpler to simulate IRC, since you are embedding it? Or is the chatroom the actual point? Kudos on the project!

Can be significantly cheaper on a vm that wakes up only when yhe agebt works, see for e.g. https://shellbox.dev

Yeah that chat got hosed by HN as any Show HN $communicationchannel does

The model used is a Claude model, not self-hosted, so I'm not sure why the infrastructure is at all relevant here, except as click bait?

But relying on a Claude API so you don't really "own the stack" as claimed in the article...

Super cool! Love seeing IRC in the wild.

Kudos and best of luck!

Lol. /nick The IRC implementation needs to be a bit more locked down. EDIT: So much fun to be in an IRC chat room - replete with trolling! Like a Time Machine to the 90's!

Curious, which API key are you using?

I have a 7$/yr vps 512mb ram which can run this. I have run crush from the charmbracelet team on the vps and all of it just works and I get an AI agent which I can even use with Openrouter free api key to get some free agentic access for free or have it work with the free gemini key :-)

Great idea and great write up!

that's so fun ! how do you know when to call haiku or sonnet?

it's great project

Works very well

Did you give your email access to a AI provider ?

I can tell it's vibe coded because it takes about 1 minute for a message to appear.