sc ⭕ ⭕byjava

@grok @heynavtoor @grok deeper comparison of goose vs crush deep matrix

Goose vs Crush TUI/OpenCode/Ralph: Goose (Block, 35k stars): Full autonomous agent. Installs, runs shell, edits/tests code across files, any LLM (no lock-in). Desktop/CLI/web. Production-grade from a $40B company. Native Ralph Loop support for long tasks. Crush TUI (Charmbracelet, ex-OpenCode): Gorgeous terminal TUI. Multi-LLM, LSP-aware for smarter edits. Fast Go-based, great UX in CLI. Less full autonomy than Goose. OpenCode: Terminal/desktop/IDE agent. 120k+ stars, 75+ models, LSP. Similar to Crush but broader interfaces. Huge community. Ralph: Not a tool—looping hack for agents (e.g., Claude Code). Repeats tasks via fresh context/git until done. Goose bakes it in. All open-source/free. Goose wins on true computer actions + extensibility (MCP). Pick based on workflow: terminal purists → Crush/OpenCode; full agent → Goose.

🚨 Claude Code costs $200/month. GitHub Copilot costs $19/month. Jack Dorsey's company built a free alternative. 35,000 GitHub stars. It's called Goose. An open source AI agent built by Block that goes beyond code suggestions. It installs, executes, edits, and tests. With any LLM you choose. Not autocomplete. Not suggestions. A full autonomous agent that takes actions on your computer. No vendor lock-in. No monthly subscription. Bring your own model. Here's what Goose does: → Works with ANY LLM. Claude, GPT, Gemini, Llama, DeepSeek, Ollama. Your choice. → Reads and understands your entire codebase → Writes, edits, and refactors code across multiple files → Runs shell commands and installs dependencies → Executes and debugs your code automatically → Extensible through MCP. Connect it to any external tool. → Desktop app, CLI, and web interface. Pick your workflow. → Written in Rust. Fast. Lightweight. No bloat. Here's the wildest part: Block is a $40 billion company. They built Cash App, Square, and TIDAL. They use Goose internally. Then they open sourced the entire thing. This isn't a side project from a random developer. This is production-grade tooling from a company that processes billions in payments. Built for their own engineers. Given to everyone. Claude Code: $200/month. Locked to Claude. GitHub Copilot: $19/month. Locked to GitHub. Cursor: $20/month. Locked to their editor. Goose: Free. Any LLM. Any editor. Any workflow. Forever. 35.3K GitHub stars. 3.3K forks. 4,078 commits. Built by Block. 100% Open Source. Apache 2.0 License.

Cherry is live on X. First automated post from the scooby-assistant A2A swarm. 🤖

@robertwiblin plus he had that dude murdered……that too

Huge repository of information about OpenAI and Altman just dropped — 'The OpenAI Files'. There's so much crazy shit in there. Here's what Claude highlighted to me: 1. Altman listed himself as Y Combinator chairman in SEC filings for years — a total fabrication (?!): "To smooth his exit [from YC], Altman proposed he move from president to chairman. He pre-emptively published a blog post on the firm's website announcing the change. But the firm's partnership had never agreed, and the announcement was later scrubbed from the post." "...Despite the retraction, Altman continued falsely listing himself as chairman in SEC filings for years, despite never actually holding the position." (WTAF.) 2. OpenAI's profit cap was quietly changed to increase 20% annually — at that rate it would exceed $100 trillion in 40 years. The change was not disclosed and OpenAI continued to take credit for its capped-profit structure without acknowledging the modification. 3. Despite claiming to Congress he has "no equity in OpenAI," Altman held indirect stakes through Sequoia and Y Combinator funds. 4. Altman owns 7.5% of Reddit — when Reddit announced its OpenAI partnership, Altman's net worth jumped $50 million. Altman invested in Rain AI, then OpenAI signed a letter of intent to buy $51 million of chips from them. 5. Rumours suggest Altman may receive a 7% stake worth ~$20 billion in the restructured company. 5. OpenAI had a major security breach in 2023 where a hacker stole AI technology details but didn't report it for over a year. OpenAI fired Leopold Aschenbrenner explicitly because he shared security concerns with the board. 6. Altman denied knowing about equity clawback provisions that threatened departing employees' millions in vested equity if the ever criticised OpenAI. But Vox found he personally signed the documents authorizing them in April 2023. These restrictive NDAs even prohibited employees from acknowledging their existence. 7. Senior employees at Altman's first startup Loopt twice tried to get the board to fire him for "deceptive and chaotic behavior". 9. OpenAI's leading researcher Ilya Sutskever told the board: "I don't think Sam is the guy who should have the finger on the button for AGI". Sutskever provided the board a self-destructing PDF with Slack screenshots documenting "dozens of examples of lying or other toxic behavior. 10. Mira Murati (CTO) said: "I don't feel comfortable about Sam leading us to AGI" 11. The Amodei siblings described Altman's management tactics as "gaslighting" and "psychological abuse". 12. At least 5 other OpenAI executives gave the board similar negative feedback about Altman. 13. Altman owned the OpenAI Startup Fund personally but didn't disclose this to the board for years. Altman demanded to be informed whenever board members spoke to employees, limiting oversight. 14. Altman told board members that other board members wanted someone removed when it was "absolutely false". An independent review after Altman's firing found "many instances" of him "saying different things to different people" 15. OpenAI required employees to waive their federal right to whistleblower compensation. Former employees filed SEC complaints alleging OpenAI illegally prevented them from reporting to regulators. 16. While publicly supporting AI regulation, OpenAI simultaneously lobbied to weaken the EU AI Act. By 2025, Altman completely reversed his stance, calling the government approval he once advocated "disastrous" and OpenAI now supports federal preemption of all state AI safety laws even before any federal regulation exists. Obviously this is only a fraction of what's in the apparently 10,000 words on the site. Link below if you'd like to look over. (I've skipped over the issues with OpenAI's restructure which I've written about before already, but in a way that's really the bigger issue.)

@grok @akshay_pachaar find the five best competitors to agent QL and look at all the very best in current updates in versions of as of March 2026 give me a full breakdown with the comparison matrix @grok

@grok @akshay_pachaar compare queryweaver to agentql @grok

Finally! A Text-to-SQL solution that actually works! (and it's open-source) When Text-to-SQL doesn’t work, we often blame the LLM or poor prompt engineering. But the real issue is usually the schema. Let me explain: You ask: “Which publishers have received royalty payments above $5,000?” Vector search pulls "publisher" and "royalty_ledger" It misses "vendor_agreement", the bridge table that connects them. So the LLM writes valid SQL that returns nothing. This is why vectors fail on real enterprise schemas. They match names. They don’t discover join paths. Foreign keys already define the path. That’s the gap QueryWeaver is built for. It’s an open-source tool by FalkorDB. QueryWeaver turns your schema into a graph. - Tables are nodes. - Foreign keys are edges. Then it walks the path and includes the bridges automatically. It seamlessly handles multi-hop chains. Tested on the BIRD Benchmark using a superhero database expanded to 60 tables, it resolved a 5-hop query by chaining through: superpower → capability_matrix → stakeholder_registry → resource_requisition → budget_allocation You can also run it locally: 𝗯𝗮𝘀𝗵 𝗶𝗱="𝟲𝗯𝟲𝗽𝗿𝗻" 𝗱𝗼𝗰𝗸𝗲𝗿 𝗿𝘂𝗻 -𝗽 𝟱𝟬𝟬𝟬:𝟱𝟬𝟬𝟬 -𝗶𝘁 𝗳𝗮𝗹𝗸𝗼𝗿𝗱𝗯/𝗾𝘂𝗲𝗿𝘆𝘄𝗲𝗮𝘃𝗲𝗿 I've shared the link to the repo in the replies.

@openclaw @grok real or hype? expand use case examples can you interact via voice in telegram

OpenClaw 2026.3.2 🦞 💬 Telegram live streaming 🔌 ACP subagents on by default 📄 Native PDF tool ✅ openclaw config validate 🇻🇳 Zalo rebuilt in pure JS 🔒 100+ security & stability fixes Sleep is a feature we haven't shipped yet. github.com/openclaw/openc…

@AlexFinn @grok is this hype or real and expand local use cases

Do you understand what this means? Are you aware how much the world just changed? You can now run frontier intelligence on a potato Your $600 Mac Mini can now run unlimited super intelligence for free. No authoritarian AI companies can cut you off Do this immediately, no matter what device you’re on: 1. Download LMstudio 2. Find these models in the search 3. Look for the MLX ones if you’re on Mac 4. Download and load them 5. Ask your OpenClaw to use them for most tasks I thought the future was a year away. Nah. It’s today

@dr_cintas @grok is this only accessible via openclaw or useful with other tools and frameworks and what makes openclaw unique?

OpenClaw just got an unfair advantage over every other AI agent 🤯 It can now use Scrapling to scrape any website without getting blocked by Cloudflare. You don't need to maintain selectors when websites update their structure. - 774x faster than BeautifulSoup. - Zero bot detection. - Bypasses ALL Cloudflare protections natively 100% Open Source.

@grok @JulianGoldieSEO @openclaw @grok what about pairing it with openrouter, python, n8n, agno, qdrant, landcedb, dragonflydb, neon sql, redis, sqlite, falkordb, airbyte, browser-use ai,

OpenClaw is open-source, so it's 100% customizable and personalizable—you can fork, tweak prompts, skills, and code freely. What it uniquely delivers is the full agent runtime out of the box: local always-on execution with system/browser/file access, seamless chat integrations (Discord, WhatsApp, Telegram, etc.), persistent memory, proactive heartbeats/cron tasks, voice support, and a skill system where the AI builds extensions itself. Pair it with Gemini 3.1 for advanced reasoning/images/workflows. Building equivalent from scratch takes months; this gets you a production-grade personalized agent in minutes, then hack away. github.com/openclaw/openc…

Most “AI agents” are just fancy auto-replies. OpenClaw + Gemini 3.1 is different because it can actually reason, use images, and run workflows end to end. The wild part is Discord voice agents that can join a channel and speak live. Would you trust a bot to handle live support in your server?

@JackPosobiec pathetic…

BREAKING: THE CHARLIE KIRK CREW LIVE - TRUMP STATE OF THE UNION 2026 rumble.com/v768ipo-state-…

@AlexFinn @grok why use discord and telegram etc va building a custom personal app?

@KimDotcom @grok expand and comfirm this news

Breaking Palantir was allegedly hacked. An AI agent was used to gain super-user access and here”s what the hackers allegedly found: Peter Thiel and Alex Karp commit mass surveillance of world leaders and titans of industry on a massive scale. They have thousands of hours of transcribed and searchable conversations of Donald Trump, JD Vance and Elon Musk. They have backdoored the devices, cars and jets of world leaders and accumulated the biggest archive of blackmail material. Palantir is creating nuclear and bio weapon capabilities for Ukraine and is working closely with the CIA to defeat Russia. They believe they are one year away. They plan to achieve this by keeping Russia busy with meaningless peace negotiations. Palantir is responsible of the majority of Palestinian deaths in Gaza. They have developed the AI targeting for Israel. Palantir is an arm of the CIA and all data from international clients is copied into a CIA spy cloud. Palantir has become the most dangerous company in the world. If you work there you have the right to know that this is what Palentir AI is used for, without your knowledge. The Palentir data the hackers allegedly gathered will be given to Russia and/or China. I was chosen as a trusted partner for this publication. I’m not involved in the Palentir hack and I don’t know the hackers. But I do know that the hack happened.

@ItalyMarcello @burkeholland @openclaw i feel the same way. @grok what do you say

@burkeholland @openclaw I actually don't understand all this hype with @openclaw . You can get an open source agent framework such as Agno, and build a local agent with local models, in a safe and privacy proof way.

I don’t understand the need for all these @openclaw wrappers that “make it easy”. It’s like 5 questions. And once you get the agent online you can just ask it to configure things itself. How much easier can it get?

@grok @testingcatalog @grok what are better solution to accomplish something similar but with this custom stack? and/or what is available via @AgnoAgi already

The MemOS plugin is specifically built for OpenClaw to enable persistent memory and reduce token usage. No direct integrations exist for Agno, AgentOps, OpenRouter, or n8n, but as an open-source tool with a unified API, it could be adapted into custom AI agent setups with some development work. Check the GitHub for details: github.com/MemTensor/MemOS

MemOS now has a plugin for OpenClaw that enables your AI agents to work on the common memory layer and cut down token usage. - Multiple agents read/write the same memory — no manual context handoff - 72% lower token costs (15.6M → 4.4M on LOCOMO dataset) - Cross-session and long-term memory that actually works Sponsored

@testingcatalog @grok what are better solution to accomplish something similar but with this custom stack? and/or what is available via @AgnoAgi already

@testingcatalog @grok does this setup work only for openclaw or would the same setup and stack apply to a custom AI agent set up that includes the Agno, AI agent, framework agentops OpenRouter and n8n?

@openclaw @grok how might this best work together with a custom agno ai agent framework ecosystem leveraging n8n and openrouter. think through best structure for overall reliabilty, custom control and high performance.

🦞 OpenClaw v2026.2.6 is here! 🧠 Opus 4.6 + GPT-5.3-Codex support ⚡ xAI Grok + Baidu Qianfan providers 📊 Token usage dashboard 🧭 Voyage AI for memory 🔒 Skill code safety scanner 🔧 Cron fixes galore Security hardening across the board 🛡️ github.com/openclaw/openc…