honorable_coder

6 ms·

1.
The Two Agentic Loops(archgw-tau.vercel.app)
2 points by honorable_coder 8mo ago|0 comments
2.
Agent Safety is a [bounded] Box(brooker.co.za)
1 points by honorable_coder 8mo ago|1 comments
3.
by honorable_coder 8mo ago
I'm an avid reader of Marc's blogs - they have a sense of practicality and general wisdom that's easily to follow, even for an average developer like me. In his most recent post, Marc contends that the creative and expressive
4.
by honorable_coder 1y ago
You mean Claude Code 2.0 Router? What's 2.0 about your router, isn't it the v1? And its not packaged into a CLI agent - its integrated into Claude Code (meaning you don't support other agents yet). Correct?
5.
Claude Code 2.0 Router – Aligning LLM routing to preferences, not benchmarks(github.com)
2 points by honorable_coder 1y ago|1 comments
6.
by honorable_coder 1y ago
Hi HN — we're the team behind Arch-Router ( https://huggingface.co/katanemo/Arch-Router-1.5B ), A 1.5B preference-aligned LLM router that guides model selection by matching queries to user-defined domains (e.g., tra
7.
Model literals, semantic aliases, and preference-aligned routing for LLMs(docs.archgw.com)
1 points by honorable_coder 1y ago|1 comments
8.
by honorable_coder 1y ago
Today we’re shipping a major update to ArchGW (an edge and service proxy for agents [1]): a unified router that supports three strategies for directing traffic to LLMs — from explicit model names, to semantic aliases, to dynamic preference-
9.
Show HN: Model-literals, model-aliases, and preference-aligned routing for LLMs(docs.archgw.com)
2 points by honorable_coder 1y ago|0 comments
10.
Is model choice the only free lunch in AI?(educative.io)
3 points by honorable_coder 1y ago|0 comments
11.
Show HN: Detecting hallucinations in LLM function calling with entropy(archgw.com)
4 points by honorable_coder 1y ago|0 comments
12.
Detecting hallucinations in LLM function calling with entropy(archgw.com)
2 points by honorable_coder 1y ago|2 comments
13.
by honorable_coder 1y ago
We use this technique heavily for function-calling scenarios in https://github.com/katanemo/archgw , which uses a 3b function-calling model to neatly map a user's ask to one of many tools — the model doesn’t need t
14.
Show HN: Arch-Router – Aligning LLM Routing with Human Preferences(arxiv.org)
1 points by honorable_coder 1y ago|0 comments
15.
by honorable_coder 1y ago
The core insight of decoupling route selection from model assignment is rooted in first principles engineering thinking. Someone recently wrote about their work in more detail here: https://medium.com/@dracattusdev/fina
16.
Are prompts the new unit of work for applications?(archgw.com)
3 points by honorable_coder 1y ago|0 comments
17.
Are prompts the new unit of work?(archgw.com)
2 points by honorable_coder 1y ago|1 comments
18.
by honorable_coder 1y ago
Bit of context: the team that build envoy proxy is now building a new network substrate for agents treating prompts as a first class citizen in the stack. You can check out their open source efforts here: https://github.com/
19.
by honorable_coder 1y ago
and you say you aren't "vested" in liteLLM?
20.
by honorable_coder 1y ago
How do I put this behind a proxy? You mean run the module as a containerized service? But provider switching is built in some of these - and the folks behind envoy built: https://github.com/katanemo/archgw - developers
21.
by honorable_coder 1y ago
and managed from among the application servers that are greedily trying to store/retrieve this state? Not to mention you'll have to be in the business of defining, updating and managing the schema, ensuring that upgrades to the db
22.
by honorable_coder 1y ago
a proxy means you offload observability, filtering, caching rules, global rate limiters to a specialized piece of software - pushing this in application code means you _cannot_ do things centrally and it doesn't scale as more copies of
23.
by honorable_coder 1y ago
the people behind envoy proxy built: https://github.com/katanemo/archgw - has the learnings of Envoy but natively designed to process/route prompts to agents and LLMs. Would be curious about your thoughts
24.
Show HN: RouteGPT – model routing on ChatGPT aligned to user preferences(chromewebstore.google.com)
2 points by honorable_coder 1y ago|0 comments
25.
by honorable_coder 1y ago
yes yes, i am dyslexic so it shows up a lot more in short responses.
26.
by honorable_coder 1y ago
I see what you are doing there - HLRF for free.
27.
1.5B LLM routing model that aligns to preferences, not leaderboards(huggingface.co)
3 points by honorable_coder 1y ago|1 comments
28.
by honorable_coder 1y ago
Hi HN — we're the team behind Arch (an open-source edge and service proxy for agents)[1], and today we're releasing Arch-Router ( https://huggingface.co/katanemo/Arch-Router-1.5B ), a 1.5B LLM router model desi
29.
Show HN: 1.5B LLM routing model that aligns to preferences, not leaderboards(huggingface.co)
4 points by honorable_coder 1y ago|0 comments
30.
An LLM Router That Thinks Like an Engineer(medium.com)
11 points by honorable_coder 1y ago|1 comments

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