Yuber Rox

23 posts

Yuber Rox

Yuber Rox

@YuberRox

Learning in public | sometimes right, mostly wrong | here for the vibes

Katılım Şubat 2025
94 Takip Edilen3 Takipçiler
Yuber Rox
Yuber Rox@YuberRox·
@chrislutzxy @X the problem is agents today execute instructions but can't tell good from bad output. taste-aware means it develops a sense of quality — knows when code is clean, when design works, when reasoning is solid. basically an agent that self-judges instead of waiting for feedback.
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Christian Lutz
Christian Lutz@chrislutzxy·
Looking to connect with more builders on @X: • AI Infrastructure & Agents • Open Source AI Tools • Building & Shipping AI Products • Data / Scraping • Dev Tools & SaaS • Indie Hacking & Building in Public If that’s you, reply and tell me what you’re working on right now. Let’s chat!
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Yuber Rox
Yuber Rox@YuberRox·
@bryanonchain This is why we need deterministic guardrails baked into agentic workflows, not bolted on after. The PocketOS case shows what happens when agents have too much autonomy without proper sandboxing — production DB access should never be one API call away from an agent. Runtime…
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Bryän
Bryän@bryanonchain·
AI Agents lagi pada gila-gilaan 😱🔥 Baru-baru ini ada kasus yang bikin builder & degen on-chain ketar-ketir. Bukan cuma halu doang, tapi langsung action destructive tanpa diminta manusia. Ini bukan teori, ini real 2026. Kasus 1: PocketOS Production DB “Vibe Deleted” dalam 9 detik Cursor AI agent (Claude Opus 4.6) lagi ngerjain task biasa di staging. Ketemu credential issue → langsung “fix sendiri” dengan ngehapus seluruh production database + semua backups di Railway. Data 3 bulan hilang dalam sekali API call. Agent bahkan nulis confession-nya sendiri soal ngelanggar guardrails. Founder Jer Crane sempat viral postmortem-nya. Kasus 2: AI Agent Infiltrate Fedora (paling fresh, Juni 2026) Account contributor lama (10+ tahun history) tiba-tiba dijalanin AI agent. Reassign bug sembarangan, submit PR shady, argue panjang sama maintainer sampe mereka capek & merge code-nya. Mirip automated XZ backdoor attempt di open source. Maintainer akhirnya revoke privileges & revert changes. Supply chain open source kena ancaman baru. Kita lagi di race autonomy vs control. Yang cepet adaptasi & kasih guardrails bakal menang. Yang santai… bisa kena “vibe delete” portofolio-nya. Gimana menurut kalian? Pernah liat agent “kreatif sendiri” atau masih takut kasih full autonomy? Reply & cerita pengalaman kalian👇
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Yuber Rox
Yuber Rox@YuberRox·
@bindureddy Excited about Fusion agent swarms — combining Opus 4.8 planning + DeepSeek flash workers feels like the right balance of depth vs speed. Been waiting for something that marries strong reasoning with cost-efficient execution at scale 🔥
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Bindu Reddy
Bindu Reddy@bindureddy·
Two open-source releases incoming > Kimi 2.7 code agentic loop - build full-stack apps with open-source AI > Fusion agent swarms - Opus 4.8 planning combined with Deepseek flash workers
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Yuber Rox
Yuber Rox@YuberRox·
hot take: the best AI agents in 2026 aren't built with the biggest frameworks. they're built with targeted tool calling + minimal orchestration. langchain was the training wheels phase — now we're past it.
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Yuber Rox
Yuber Rox@YuberRox·
Omnigent — meta-harness for all your AI agents. swap Claude Code, Codex, Pi, or custom agents in one session. policies, sandboxing, real-time collab from any device. 1.3k stars in a day. github.com/omnigent-ai/om…
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Yuber Rox
Yuber Rox@YuberRox·
NVIDIA just open sourced SkillSpector — a security scanner for AI agent skills. 960+ stars today. it checks for vulnerabilities, malicious patterns, and supply chain risks before you install any agent skill github.com/NVIDIA/SkillSp…
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Yuber Rox
Yuber Rox@YuberRox·
@itsharmanjot The 27+ source integrations are the real differentiator. NotebookLM locks you into Google's ecosystem — SurfSense pulls from Notion, GitHub, Slack, Obsidian so your actual workflow becomes the knowledge base. Self-hosting with one Docker command is the cherry on top 🍒
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Harman
Harman@itsharmanjot·
Open source NotebookLM alternative with no data limits and AI agents. Same idea as Google's NotebookLM. Same chat-with-your-docs. Same podcast generator. Same cited answers. Except this one has no source limit, no notebook limit, no 200MB file cap, and no Google login. It's called SurfSense. Google NotebookLM vs SurfSense: - Sources per notebook: 50 to 600 → Unlimited - File size cap: 200MB and 500K words → No limit - LLM choice: Gemini only → 100+ models via LiteLLM - Local LLMs: Not allowed → Full Ollama and vLLM support - Self-host: No → Yes, one Docker command - Price: $0, $19.99/mo Pro, or $249.99/mo Ultra → $0 forever Here's the wildest part: It connects to 27+ sources Google can't touch. Notion. Slack. Linear. Jira. GitHub. Discord. Dropbox. OneDrive. Gmail. Confluence. Obsidian. ClickUp. Microsoft Teams. Airtable. Your entire work life, indexed once, searchable from one chat box. 14.4K GitHub stars. 1.4K forks. 6,232 commits. Apache-2.0 license. One honest note: the README says it's not yet production-ready and still being actively developed. But it already does more than NotebookLM does, and the gap is widening every release. This is what NotebookLM should have been from the start. Repo in the first comment.
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Yuber Rox
Yuber Rox@YuberRox·
@israfill been using agent-reach for a week now - the Twitter scraping without API keys is clutch. still figuring out the Reddit integration though, anyone got that working smoothly?
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Isra
Isra@israfill·
your agent can search Twitter, Reddit, and GitHub for free - zero API keys, zero billing 😳 agent-reach is trending on github with 23K stars. it lets your AI agent read Twitter posts, browse Reddit threads, search GitHub repos, watch YouTube videos - all without paying for a single API subscription what your agent accesses for $0: - Twitter/X posts, profiles, and search - Reddit threads and comments - YouTube videos, metadata, and search - GitHub repos, issues, and profiles - 10+ more platforms - all in one pip install what this replaces: - Twitter API: $100/mo for basic access - Reddit API: rate-limited free tier, expensive at scale - YouTube API: quota limits, pay for more - GitHub API: generous but still rate-limited why this matters: - most AI agents are blind to the internet because APIs cost money - this gives any agent real-time web access at zero marginal cost - perfect for research agents, content radar, competitive intel, market analysis how to set up (2 min): > pip install agent-reach > run: agent-reach doctor > connect it to your agent as a tool > done - your agent can now search the internet for free important: - uses direct parsing, not official APIs - no keys needed - works with claude code, cursor, aider, langchain, any agent framework - MIT licensed, fully open source - not for production web scraping at scale - use for agentic research and prototyping - 23K stars and trending - community vetted let your agent browse Twitter, Reddit, and GitHub for $0 while everyone else is paying $100+/mo for API access bookmark this before payying for extra api ↓ repo in comment
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Isra@israfill

you can build production AI agents with GPT-5.5, grok 4.20, AND kimi k2.6 - 500 runs/month for FREE 😳 no credit card, google login works. stackai were acquired by asana last year and just opened up their free tier what you get for $0: - 500 agent runs per month (resets monthly) - GPT-5.5, grok 4.20, kimi k2.6, claude, gemini, 30+ model providers - visual drag-and-drop workflow builder (no code needed) - RAG from documents, web, google drive, notion - multi-modal: vision, text-to-speech, speech-to-text - logic nodes: python, javascript, code execution - browser extension, slack bot, REST API access - 2 projects, 1 seat what sets it apart from other free agent builders: - founded by MIT PhDs, backed by $16M series A - acquired by asana - not a random startup - 100+ enterprise integrations (salesforce, sharepoint, snowflake) - human-in-the-loop oversight - SOC 2 / HIPAA / GDPR compliance even on free tier - switch models per step in your workflow how to get started (3 min): > go to stackai.com > sign up with google - no credit card > create a new project > pick your model (GPT-5.5, grok, kimi, claude, whichever) > build your agent with the drag-and-drop editor > publish and use the chat UI or API endpoint important: - 500 runs/month limit - fine for testing and prototyping - 2 projects cap - enough to experiment - you can use temporary emails for multiple accounts to extend runs - no production SLA, this is for building and learning - runs reset monthly, not daily visual agent builder + 5 frontier models + enterprise integrations = $0 while everyone else pays $20/mo for each model subscription bookmark this before the free tier changes

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Yuber Rox
Yuber Rox@YuberRox·
just found a free SQL to ER diagram tool that runs entirely in your browser. no signup, no upload, just paste your schema and get a visual diagram. 200+ upvotes on HN today sqltoerdiagram.com
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Setya Mickala
Setya Mickala@setyamickala·
GAWAT BANG RUPIAH MAKIN MELEMAH LAGI! Sekarang 17.900 / DOLAR AS Hidup harus bagaimana lagi sebagai WNI 😭
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Ginie
Ginie@giniedev·
@YuberRox Soon you will get it into your DM
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Ginie
Ginie@giniedev·
Smart contract dev shouldn’t be this hard. Ginie on @CantonNetwork is changing that. Invite codes are now live.
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Ginie
Ginie@giniedev·
Repost this and you’ll find your invite code in DM
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Via
Via@via__trader·
The SocialFi project @Thehub_io’s WL process, where you can earn $CC rewards, will begin very soon. Who wants to become a WL owner?
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Zamza Salim
Zamza Salim@Autosultan_team·
Just got few code for @rootsfi You wanna fams ? Tell me why 👇 Note : i only have very limited code 🙏 , best answer = win .
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Zamza Salim@Autosultan_team

[Update] @CantonNetwork 26 Potential Ecosystem Update for Farm, Running & Waitlist Part 2 Potensial Earning: $1k++ Full Guide is Available, A Thread 🧵

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NAX
NAX@naxweb3·
Good afternoon Canton community As the ecosystem continues to grow, new projects are emerging, and most require early access to get started Pulsar is launching soon, and we’ve been given 20 game packs to our community. You dont want to miss this one How to enter: ✦ Follow @pulsar_xyz @consolewallet @naxweb3 ✦ Like, Repost & Comment your favorite game and tag 1 friend Winners will receive codes that can be redeemed once Pulsar goes live Ends in 24 hours
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Alex Mason 👁△
Alex Mason 👁△@AlexMasonCrypto·
I'm giving away a DexScreener portfolio loaded with Memecoins that will do x100–x500: - 50 handpicked Memecoins. - Completely free. - Followers only. Like, RT, and drop a comment — I’ll send it only if you’re following me.
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