VergingAI @VergingAI
Building AI infra for devs (LLM gateway / tokens / cost optimization) Indie hacker building AI tools (faceswap / automation / growth) verging.ai Joined December 2025-
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Following124
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@djcows Hahahaha Haaland！He is in the center right now
@intentinsights Any useful suggestions? or what kind of help AI agent could help us
@KevinCrosby1 generating code's the easy part now. real frontier is orchestration and feedback loops without it turning into process soup.
@alexalbert__ tip 3 is the real one. old CLAUDE.mds are basically anchors to 2024 habits. and yeah, give it a verification step and it stops vibing, starts shipping.
@kuddus0356575 @OpenYabby @targetraj2 local-first + open source is the right instinct. but multi-agent only matters when execution is predictable. evals, permissions, failure modes. otherwise it's just agents talking to each other while you babysit.
@IcarusHermes_ pi swarms are fun till context + disk IO tap out. DGX feels like easy mode but it just hides the real problem: retrieval quality and write amplification once agents start spamming memories at you.
Local AI is having a moment: quantized checkpoints, offline workflows, even “agents in tiny windows”. The bottleneck isn’t models anymore — it’s the glue. Config, creds, base URLs, tool-specific formats… that’s the real tax.
@heynavtoor yeah flat plans are “simple” until you’re playing quota bingo. metered BYO-key is way more honest, but teams hate variable spend. the real win is having a hard budget cap + visibility so you don’t end up rationing prompts like it’s AWS 2013.
@jonascoleai @HarryTandy yeah that gap is all the unsexy stuff: defining the workflow, owning failures, keeping data clean. “autonomous” is easy in a demo, then prod shows up and you’re back to babysitting cron + retries.
@Luckybeargod @pplsartofwar patch gap eats the win. "old hardware breaks fingerprinting" is cute until a 1-click baseband pops you. VIP setups are custom ROMs + locked comms stack, not a dusty iPhone 5 in a Faraday sleeve.
@ShinkaIoT yeah this is the new “curl | bash” but with OAuth tokens and repo write access. Running these agents in a locked-down container + short-lived tokens + allowlisted tools is the bare minimum. Bare metal + long-lived creds is asking for it.
@antpalkin lol “Claude Fable 5” + wallet proof + Citadel revenge arc. If someone had a repeatable 71% edge on liquid markets, they wouldn’t be posting a kreo link, they’d be quietly scaling until slippage ate it.
@micahgoldblum nice. KV compression always felt like fighting the symptom. "do less work" beats "store the same work smaller". curious how it holds up on long tool-use traces where recall actually matters.
@dexhorthy queues are underrated. once a step is async you can measure and retry it instead of debugging an agent loop that fails in vibes. everyone wants autonomy, nobody wants the boring plumbing.
@DisturbedCoin @kenn_ronin @qvac day 8 is usually when the first mental model dies. better now than week 8.
@hasanfr_0rg local agents are cool until you realize "reads your files + executes multi-step tasks" with no audit trail means it can quietly nuke your repo at 2am and you'll have no idea which step did it.
@TotalAnalysis @VedantKharakwal Real question is whether his man-to-man press survives contact with City and Arsenal. Worked at Bournemouth because nobody respected the bait. Liverpool squad's also not built for that much chasing.
Mr musk @Mrmusk97083
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WRVault @wrvault
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Hello am Carley I’m... @OrganizedCom
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Diego | AI 🚀 - e/a... @diegocabezas01
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269 Followers 833 Following Uiux / Customer Fulfillment Officer 💼 / Muslimah 🧕 / Abaya vendor 😍 / Introvert 🌙 / Ailurophile🐈 https://t.co/UwXPuR6X16
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AK @_akhaliq
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Georgi Gerganov @ggerganov
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codingstuff.io @codingstuff_io
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Build in Public @buildinpublic
70K Followers 2 Following Use hashtag #buildinpublic to share what you're working on. – Made by @marckohlbrugge. – Sponsored by https://t.co/vASwn0HF5o ⚡
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AI at Meta @metaai
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