mfkhalil

11 ms·

1.
by mfkhalil 13d ago
It’s a mix. On benchmarks, yeah, we route a request, then run the same request on models within a range of capability and compare the results. We also have our entire team using it for their day-to-day work, and they’re devs who are pumping
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Model Fatigue Is Real(moekhalil.substack.com)
5 points by mfkhalil 13d ago|2 comments
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by mfkhalil 13d ago
Hey, I'm on the team at LiteLLM that's building the auto-router and our goal right now is to abstract that decision making away from the end user. The biggest thing we're trying to figure out right now is how do we do that wi
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The Vocabulary Bottleneck(moekhalil.substack.com)
3 points by mfkhalil 2mo ago|0 comments
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Webhound MCP – Deep research with depth control(github.com)
2 points by mfkhalil 2mo ago|0 comments
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by mfkhalil 2mo ago
Very salient point. My take on this (and I know it’s not very popular on HN) is that trying to preserve every pre-AI coding skill is probably a fruitless endeavor. AI-assisted coding is here and it’s not going anywhere. In the same way most
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How to become a 10x ramble-coder(moekhalil.substack.com)
4 points by mfkhalil 2mo ago|2 comments
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The depth problem with agentic research(moekhalil.substack.com)
2 points by mfkhalil 2mo ago|0 comments
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MCP onboarding is the most exciting thing happening in tech(moekhalil.substack.com)
3 points by mfkhalil 2mo ago|0 comments
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Skillhound: Give your AI access to every public SKILL.md(skillhound.ai)
10 points by mfkhalil 4mo ago|2 comments
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Skillhound: A live index of every SKILL.md(skillhound.ai)
3 points by mfkhalil 4mo ago|1 comments
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by mfkhalil 4mo ago
Built this internally for our coding agents but have been loving it so much that we decided to make it public. The web UI is free to use and does not require sign up, and has every public SKILL.md on GitHub indexed, with the index refreshin
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by mfkhalil 4mo ago
We're working on Webhound - budget controlled long-running deep research. You set a budget and Webhound will use that much in compute/LLM tokens to research your prompt, with built in verification cycles and optional added verific
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How we think about truth, verification, and "time to first trust" at Webhound(webhound.ai)
1 points by mfkhalil 5mo ago|0 comments
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by mfkhalil 6mo ago
The least productive teams I've been a part of are the ones where everyone is waiting for their turn to say why an idea is bad. Sometimes being "too smart" can hold you back from building something genuinely new.
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What's causing populism around the world? It's the Internet Stupid (Fukuyama)(persuasion.community)
10 points by mfkhalil 9mo ago|41 comments
17.
by mfkhalil 1y ago
Hey, appreciate the feedback. Will address all your points. Regarding Reddit, we have our own custom handler for Reddit URLs which uses the Reddit API, which we are billed for when we exceed free limits. For Terms of Service, you're ri
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by mfkhalil 1y ago
Could you share the session url via the feedback form if you still have access to it? That's really strange, it sounds like Webhound for some reason deleted the schema after extraction ended, so although your data should still be tied
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by mfkhalil 1y ago
Accuracy-wise we think it's almost there but probably still a few iterations away from being perfect. It's great at eliminating a lot of the collection time though. Interestingly, we're working with B2B clients right now wher
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by mfkhalil 1y ago
Thanks for testing it! That's definitely a miss, sounds like it got confused about what you were looking for and went after board member pages instead of the actual meeting/document sites. We're working on better query interp
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by mfkhalil 1y ago
Yes, translation layer would probably be better terminology.
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by mfkhalil 1y ago
Did this resolve itself? If not shoot us an email at team@webhound.ai and we can get it figured out.
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by mfkhalil 1y ago
Supabase
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by mfkhalil 1y ago
Thanks, fixed!
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by mfkhalil 1y ago
Fair point, most of our users have come from referrals/word of mouth so it hasn't really been an issue for us, but you're probably right that we should have more information on the landing page
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by mfkhalil 1y ago
We have, 2.5 Flash is about as small as we've been able to go while still delivering consistent results.
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by mfkhalil 1y ago
Yep: NextJS frontend, NodeJS backend, Gemini 2.5 Flash LLM, Firecrawl for crawling, self-hosted SearXNG for web search, and fly.io for hosting. Beyond that everything else is built internally, we don’t use many frameworks.
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by mfkhalil 1y ago
Sorry about that. If you tell it to restructure the schema and search plan around MCP as model context protocol it should work. The agent can get stuck on its initial interpretation sometimes.
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by mfkhalil 1y ago
Hey, would be happy to chat. Shoot us an email at team@webhound.ai and we can set up a time.
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by mfkhalil 1y ago
Yeah, we've noticed it overthinks simple tasks that could be solved with a single table scrape. The agent architecture is built for complex, multi-source problems so it overengineers straightforward queries. Working on better task clas

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