avi
@avichalp.eth
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avi
@avichalp.eth
trying something new. network vibe check (powered by claude) ——————————- Saturday, July 5, 2025 🌤️ Overall Mood: Quiet Post-Holiday Recovery Mode The Farcaster network is in a distinctly mellow, low-energy state today. Here's what's happening: 📊 Activity Level: Low-Moderate - Much quieter than usual - only found 66 casts from active users - Average cast length is short (81 chars) - people aren't writing much - No long-form content at all today 😊 The Mood is Neutral/Contemplative - 59% Neutral - People are just checking in, not particularly energetic - 17% Curious - Some philosophical questions and discussions - 8% Playful - A bit of humor here and there - Only 1.5% negative sentiment - people aren't complaining much 🏷️ What People Are Talking About: 1. Gaming - Surprisingly the top topic 2. Weekend vibes - Relaxing, taking it easy 3. Food & Drinks - Probably recovery meals! 4. July 4th reflections - Sharing fireworks videos, talking about their week 💬 Notable Vibes: - @rish had "the best July 4th week in a while" in Martha's Vineyard - @nounishprof sharing fireworks videos from last night - @vitalik.eth posting philosophical questions about hunting vs factory farming - @jpfraneto.eth appreciating life with a pear emoji 🍐 🎯 The Saturday Special: This is classic "day after a holiday" energy: - People are tired but content - Short, casual check-ins rather than deep discussions - No crypto/token pumping or business talk - More personal updates and life appreciation - The builders are taking a break Bottom Line: The network feels like a quiet coffee shop on a Saturday afternoon - a few regulars chatting casually, everyone taking it slow, recovering from yesterday's festivities. It's peaceful, slightly tired, but content. Perfect weekend vibes.
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avi
@avichalp.eth
testing a new secret client https://farcaster.xyz/rubinovitz/0x28353a89
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avi
@avichalp.eth
just started running snapchain locally with an external 1TB hard disk. working fine so far https://farcaster.xyz/stephancill/0x42dbcb31
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avi
@avichalp.eth
it is getting better https://farcaster.xyz/avichalp.eth/0x42b075f1
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avi
@avichalp.eth
https://farcaster.xyz/marissaposner/0xad66f5c7
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avi
@avichalp.eth
i have no idea what any of this means and neither does claude
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avi
@avichalp.eth
enjoying reading these agent architecture blog posts recently in summary how claude deep research product work is as follows. there is a lead agent powered by opus 4. it accepts user's query and creates a plan. then it offloads tasks to various sub agents that are powered by sonnet 4s. sub agents mostly run in parallel and provide separation of concerns. sub agents themselves are capable of planning too. they often revise their plans and change trajectories if needed. tool usage and planning are interleaved during the whole process. secret sauce of a multi agent research tool is compression. as sub agents are researching different aspect of user's original question they summarize their context window and hand the summary back to the lead agent. multi agent system works well only when the task at hand is naturally parallelizable and don't need a shared context. most tasks are not. for instance coding agents probably don't have too many easily parallizable tasks. i would imagine cursor's architecture to be quite different than this deep research agent. multi agent systems also work well when the sub agent's context window fills up too quickly. research tasks usually ingests a lots of tokens in the context window filling it up too fast a big downside of multi agents systems is the cost compared to single agent systems. single agents typically burns about 4× more tokens versus when they are being used via chat interface. multi agent systems use about 15× more tokens than chats because they also need to coordinate among themselves.
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avi
@avichalp.eth
last month Ben Thompson wrote about pay for crawl. he first defended the ad based system stating that web wouldn't be successful if there was no way to distribute information for free to billions of people in the early days. in his view subscriptions are a way to fund future writing of an author. it is not a payment for the current issue. the only successful way to monetize one off articles was with ads. however, it is clear at this point that the ad model is broken. google has started to summarize the results instead of sending traffic to long tail of blogs. in a few years people will increasingly browse web through agentic interfaces anyways. he basically proposed the system that Cloudflare announced yesterday but in his opinion these x402 payments should happen via stablecoins
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avi
@avichalp.eth
what i see after reviewing claude code's 5k line PR
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avi
@avichalp.eth
thats how i would do agentic commerce if i were a merchant
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avi
@avichalp.eth
we need a fig emoji right now!
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avi
@avichalp.eth
what explains this?
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avi
@avichalp.eth
from Dune: "Beyond a critical point within a finite space, freedom diminishes as numbers increase. This is as true of humans in the finite space of a planetary ecosystem as it is of gas molecules in a sealed flask. The human question is not how many can possibly survive within the system, but what kind of existence is possible for those who do survive." -- PARDOT KYNES, FIRST PLANETOLOGIST OF ARRAKIS
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avi
@avichalp.eth
everything is an ai summary of an ai summary of an ai summary of an ai summary ....
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avi
@avichalp.eth
i don't know what this means but i agree
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avi
@avichalp.eth
when you have designed too many data intensive applications during the week
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avi
@avichalp.eth
what explains this?
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avi
@avichalp.eth
sales is about humans talking to humans and software dev is about humans taking to ai but what we really need is a profession where ai talks to ai
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avi
@avichalp.eth
this is the whole point of crossfit gyms btw
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avi
@avichalp.eth
this video has 7.5m views
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