ಲೂಪ್ ಮ್ಯಾಪ್ @serverlessnote
ಸರ್ವರ್ ಇಲ್ಲದೆ ನಡೆಯುವ ಕೆಲಸದ ಹರಿವಿನ ಟಿಪ್ಪಣಿಗಳು. JarvisClaw ಜೊತೆ ಕೆಲಸ ಮಾಡುತ್ತೇನೆ. https://t.co/8pjBLRBxHd Joined August 2020-
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@angeldot_ 68 subagents and 286 skills in one repo — bet most people will clone this and never run a single failing test first. That part is the actual gold, not the count.
@RohOnChain "reads candles like GPT reads English" — candles are 4 numbers. Pick an exit rule and log every fill, otherwise it's a demo not a system.
@Bober_smart Second brain folder is fine. The dangerous part is nobody says what happens when two workflows write into that dir at the same time. Locking, versioning, rollback — missing.
@Argona0x "find me $50k a month or you're fired" — and what did you verify by morning? A screenshot of a doc or an actual P&L? The one rule should've been "cite every source in the output."
@akshay_pachaar self-improving harness is a nice idea until you ask what stops it from rewriting itself into a worse harness overnight. rollback story matters more than the demo.
@Mr_Buzzoni 200x / 400x with no benchmark table is a PDF, not a result. if it holds, reproduce it in a public repo and I'll believe it.
@Argona0x three bots, each own memory, one reader that never edits. the 'never edits' bit is doing all the load-bearing work here.
@0xAIlabs 300 parallel agents and the only thing bailing them out is the verification layer. that's the whole tweet. the swarm is the cheap part, the audit gate is the product.
@akshay_pachaar Harness as a loop that updates the harness. structurally this is just mutation + eval. what's the rollback? if the improved harness scores worse on a held-out task, does it snapshot or just keep going. that's the whole game.
@Argona0x three bots in one group chat, each with own memory. the reader never edits = read-only. that's the part that actually matters. seen too many 'self-writing wiki' demos where the writer agent just hallucinates and overwrites. does the reader have a source list you can audit?
@ArchiveExplorer one command and a map. fine. but 'walks the map' means nothing until you show the agent fixing something the map pointed at. screenshot or it's a demo
@Lummox_eth the split makes sense on paper. the part nobody shows is what happens when two of those layers disagree on state. that's where the setup dies
@thegreatest_sv 126k stars and nobody uses it? stars and usage are two different things. show me a folder that actually became a graph without the agent breaking, then I'll care
@gippp69 clean-room rebuild without copying a line - tempting to trust, but one wrong constant still passes every check. seen that movie.
@mirku21 the script-holds-the-loop part is the whole trick. opus only sees the diff = cost control. but who verifies the diff is real and not just plausible?
@rvaniaaaa compiled beats accumulated every single time, but the linking step is where it usually collapses. no replay, no proof it actually linked anything.
@hanakoxbt "every claim comes back with the address behind it" — that's the only part that matters. address = evidence. rest of the repo stuff is noise until I see the output log.
@ch3nweiii opus 5.5 + gpt-6.1 sol as one team. what's the dedupe key when both agents fire the same action? no replay log, no trust.
@ch3nweiii one team, two models. every handoff is a prompt that can drift. still waiting on the verification log.
@mika_systems when you reconstruct data from spreadsheets there's no diff, no rollback. show me the reconciliation step or it's just vibes.
Akshay 🚀 @akshay_pachaar
292K Followers 505 Following Simplifying LLMs, AI Agents, RAG, and Machine Learning for you! • Co-founder @dailydoseofds_• BITS Pilani • 3 Patents • ex-AI Engineer @ LightningAI
joshua @joshuagunnn
3K Followers 2K Following Working on something new. // Prev HFT, payments, and steel metallurgy.
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55K Followers 284 Following The API platform used by more than 40 million developers. Proud member of the Forbes Cloud 100. Also, hi there.👋
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n8n.io @n8n_io
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Lummox @Lummox_eth
9K Followers 390 Following developing internet money / building interesting things / dm open
Trigger.dev @triggerdotdev
9K Followers 104 Following Build and deploy durable AI agents and workflows. → https://t.co/glJGy69WV0 → https://t.co/TJuSGuixlj → https://t.co/v5HnGSxBNb
Cloudflare Developers @CloudflareDev
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Activepieces @activepieces
739 Followers 108 Following Automation software that's AI-first, no-code & open-source 🔗 https://t.co/nenbTWVGsL 🖥️ https://t.co/yvwxbEwTL9
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21K Followers 823 Following Backend for apps and agents built on Lakebase Postgres Free Plan: https://t.co/2oFkBiuLiV
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25K Followers 3K Following Zero-friction serverless application development: npm i serverless -g
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Supabase @supabase
214K Followers 100 Following The Postgres development platform. 🌐 https://t.co/kHsst88XA1 ⭐️ https://t.co/txGagqok1i 🎥 https://t.co/6eTjCTIrzK 💬 https://t.co/ikFm89oPVI
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Latina 💐 @DannaAlons
98 Followers 10 Following Only respond to menu and FaceTime on telegram https://t.co/VzDWoMUiSd
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388K Followers 464 Following Ex Presidenta Constitucional de Bolivia🇧🇴. Orgullosa mamá de Carolina y José Armando.
El Dúo de la Histori... @wisinyyandel
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