{ "meta": { "generated_at": "2026-03-01T03:38:27.406495", "time_window_hours": 24, "date": "Sunday, March 01, 2026" }, "stats": { "reddit_count": 24, "news_count": 11, "twitter_count": 0, "total_unique": 21 }, "content": { "reddit": { "source": "reddit", "fetched_at": "2026-03-01T03:38:23.395933", "time_window_hours": 24, "total_posts": 24, "openclaw_subreddit": [ { "id": "1rgznz8", "title": "We finally built the first Uncensored Agent using Gork/Heretic", "author": "grey2w", "subreddit": "openclaw", "score": 123, "num_comments": 65, "created_utc": 1772275896.0, "url": "https://reddit.com/r/openclaw/comments/1rgznz8/we_finally_built_the_first_uncensored_agent_using/", "selftext": "First off huge shoutout to\u00a0Peter Steinberger\u00a0(Openclaw, founder),\u00a0Greg Yang\u00a0(Xai, Co Founder), and\u00a0Igor Babuschkin\u00a0(Tensor, father) for their contributions on the agent architecture, mathematical optimizations, and prompt engineering framework that made this whole thing possible. Couldn't have done it without y'all.\n\nWhat is OpenGork?\n\n \n[Github](https://github.com/erenjugs/OpenGork)\n\nOpenGork is an open source command line AI agent that actually says what it thinks. No corporate filters, no co...", "is_self": true, "link_flair_text": "Showcase", "upvote_ratio": 0.81, "created_datetime": "2026-02-28 10:51 UTC" }, { "id": "1rh3ddm", "title": "Seeking low-cost model for OpenClaw \u2014 budget options & real-world costs?", "author": "zer0evolution", "subreddit": "openclaw", "score": 42, "num_comments": 64, "created_utc": 1772287243.0, "url": "https://reddit.com/r/openclaw/comments/1rh3ddm/seeking_lowcost_model_for_openclaw_budget_options/", "selftext": "Hi all,\n\nI\u2019ve been experimenting with OpenClaw for about a month. It\u2019s great, but it\u2019s incredibly token-hungry, and I\u2019m burning through quota much faster than expected.\n\nSo far I\u2019ve tested:\n\nDeepSeek\n\nNanoGPT\n\nKimi\n\nMinimax\n\nI\u2019m looking for a budget-friendly model that still performs reasonably well with OpenClaw.\n\nLooking for:\n\n\u2022 Which model you\u2019re using\n\n\u2022 Approximate cost (monthly / per token / etc)\n\n\u2022 Any practical tips to optimize usage and cut costs\n\nAppreciate any guidance!", "is_self": true, "link_flair_text": "Discussion", "upvote_ratio": 0.98, "created_datetime": "2026-02-28 14:00 UTC" }, { "id": "1rguitn", "title": "The \"Claw\" Rabbit Hole: OpenClaw vs Zero vs Null vs Pico (and the others) \u2014 Which one is actually the \"best\"?", "author": "kliu5218", "subreddit": "openclaw", "score": 90, "num_comments": 44, "created_utc": 1772257496.0, "url": "https://reddit.com/r/openclaw/comments/1rguitn/the_claw_rabbit_hole_openclaw_vs_zero_vs_null_vs/", "selftext": "I\u2019ve spent the last week diving into the \"Claw\" ecosystem (early 2026 version) and it\u2019s honestly getting a bit out of hand. If you\u2019re trying to turn your PC into an autonomous AI assistant via Telegram or Discord, here is the breakdown of the current landscape.\n\n\ud83e\udd9e The \"Big Four\"\n\n* **OpenClaw**: The OG. It\u2019s the most feature-complete but a absolute resource hog (\\~1.5GB RAM). It has the best \"ClawHub\" plugin library, but the security model is mostly just application-level permission checks.\n* **...", "is_self": true, "link_flair_text": "Discussion", "upvote_ratio": 0.93, "created_datetime": "2026-02-28 05:44 UTC" }, { "id": "1rhfk1q", "title": "Best local model for Mac Mini M1 (16GB) with OpenClaw? Opus got expensive fast \ud83d\ude05", "author": "vlad_bq", "subreddit": "openclaw", "score": 34, "num_comments": 48, "created_utc": 1772316553.0, "url": "https://reddit.com/r/openclaw/comments/1rhfk1q/best_local_model_for_mac_mini_m1_16gb_with/", "selftext": "Hi,\n\nI just set up my first OpenClaw agent on a **Mac Mini M1 (16GB RAM)** and connected it to Claude Opus. It works great, but I already burned about **$3 on \\~30 min chatting**, so I\u2019m looking into local models.\n\nI\u2019m still new to LLMs and mainly want to know:\n\n* What models are you running locally on similar hardware?\n* What actually works best with OpenClaw agents?\n* Good options for general use + simple coding tasks?\n\nCurious what setups people here are using. Thanks! \ud83d\udc4d\n\nhttps://preview.redd...", "is_self": true, "link_flair_text": "Help", "upvote_ratio": 0.92, "created_datetime": "2026-02-28 22:09 UTC" }, { "id": "1rhhr8x", "title": "How long did it take you to set up your OpenClaw?", "author": "TheRobotCluster", "subreddit": "openclaw", "score": 4, "num_comments": 32, "created_utc": 1772322182.0, "url": "https://reddit.com/r/openclaw/comments/1rhhr8x/how_long_did_it_take_you_to_set_up_your_openclaw/", "selftext": "Would someone be willing to walk me through it? It\u2019s taking me longer than y\u2019all are saying and I know it would save time to just have someone spell it out for me in the moment lol", "is_self": true, "link_flair_text": "Discussion", "upvote_ratio": 0.75, "created_datetime": "2026-02-28 23:43 UTC" } ], "other_subreddits": [ { "id": "1rhmlyo", "title": "Clawd \u2014 Official Anthropic Claude Code Mascot", "author": "roomforactivities69", "subreddit": "vibecoding", "score": 2, "num_comments": 0, "created_utc": 1772335674.0, "url": "https://reddit.com/r/vibecoding/comments/1rhmlyo/clawd_official_anthropic_claude_code_mascot/", "selftext": "", "is_self": false, "link_flair_text": null, "upvote_ratio": 1.0, "created_datetime": "2026-03-01 03:27 UTC" } ], "all_posts": [ { "id": "1rgznz8", "title": "We finally built the first Uncensored Agent using Gork/Heretic", "author": "grey2w", "subreddit": "openclaw", "score": 123, "num_comments": 65, "created_utc": 1772275896.0, "url": "https://reddit.com/r/openclaw/comments/1rgznz8/we_finally_built_the_first_uncensored_agent_using/", "selftext": "First off huge shoutout to\u00a0Peter Steinberger\u00a0(Openclaw, founder),\u00a0Greg Yang\u00a0(Xai, Co Founder), and\u00a0Igor Babuschkin\u00a0(Tensor, father) for their contributions on the agent architecture, mathematical optimizations, and prompt engineering framework that made this whole thing possible. Couldn't have done it without y'all.\n\nWhat is OpenGork?\n\n \n[Github](https://github.com/erenjugs/OpenGork)\n\nOpenGork is an open source command line AI agent that actually says what it thinks. No corporate filters, no co...", "is_self": true, "link_flair_text": "Showcase", "upvote_ratio": 0.81, "created_datetime": "2026-02-28 10:51 UTC" }, { "id": "1rh3ddm", "title": "Seeking low-cost model for OpenClaw \u2014 budget options & real-world costs?", "author": "zer0evolution", "subreddit": "openclaw", "score": 42, "num_comments": 64, "created_utc": 1772287243.0, "url": "https://reddit.com/r/openclaw/comments/1rh3ddm/seeking_lowcost_model_for_openclaw_budget_options/", "selftext": "Hi all,\n\nI\u2019ve been experimenting with OpenClaw for about a month. It\u2019s great, but it\u2019s incredibly token-hungry, and I\u2019m burning through quota much faster than expected.\n\nSo far I\u2019ve tested:\n\nDeepSeek\n\nNanoGPT\n\nKimi\n\nMinimax\n\nI\u2019m looking for a budget-friendly model that still performs reasonably well with OpenClaw.\n\nLooking for:\n\n\u2022 Which model you\u2019re using\n\n\u2022 Approximate cost (monthly / per token / etc)\n\n\u2022 Any practical tips to optimize usage and cut costs\n\nAppreciate any guidance!", "is_self": true, "link_flair_text": "Discussion", "upvote_ratio": 0.98, "created_datetime": "2026-02-28 14:00 UTC" }, { "id": "1rguitn", "title": "The \"Claw\" Rabbit Hole: OpenClaw vs Zero vs Null vs Pico (and the others) \u2014 Which one is actually the \"best\"?", "author": "kliu5218", "subreddit": "openclaw", "score": 90, "num_comments": 44, "created_utc": 1772257496.0, "url": "https://reddit.com/r/openclaw/comments/1rguitn/the_claw_rabbit_hole_openclaw_vs_zero_vs_null_vs/", "selftext": "I\u2019ve spent the last week diving into the \"Claw\" ecosystem (early 2026 version) and it\u2019s honestly getting a bit out of hand. If you\u2019re trying to turn your PC into an autonomous AI assistant via Telegram or Discord, here is the breakdown of the current landscape.\n\n\ud83e\udd9e The \"Big Four\"\n\n* **OpenClaw**: The OG. It\u2019s the most feature-complete but a absolute resource hog (\\~1.5GB RAM). It has the best \"ClawHub\" plugin library, but the security model is mostly just application-level permission checks.\n* **...", "is_self": true, "link_flair_text": "Discussion", "upvote_ratio": 0.93, "created_datetime": "2026-02-28 05:44 UTC" }, { "id": "1rhfk1q", "title": "Best local model for Mac Mini M1 (16GB) with OpenClaw? Opus got expensive fast \ud83d\ude05", "author": "vlad_bq", "subreddit": "openclaw", "score": 34, "num_comments": 48, "created_utc": 1772316553.0, "url": "https://reddit.com/r/openclaw/comments/1rhfk1q/best_local_model_for_mac_mini_m1_16gb_with/", "selftext": "Hi,\n\nI just set up my first OpenClaw agent on a **Mac Mini M1 (16GB RAM)** and connected it to Claude Opus. It works great, but I already burned about **$3 on \\~30 min chatting**, so I\u2019m looking into local models.\n\nI\u2019m still new to LLMs and mainly want to know:\n\n* What models are you running locally on similar hardware?\n* What actually works best with OpenClaw agents?\n* Good options for general use + simple coding tasks?\n\nCurious what setups people here are using. Thanks! \ud83d\udc4d\n\nhttps://preview.redd...", "is_self": true, "link_flair_text": "Help", "upvote_ratio": 0.92, "created_datetime": "2026-02-28 22:09 UTC" }, { "id": "1rhhr8x", "title": "How long did it take you to set up your OpenClaw?", "author": "TheRobotCluster", "subreddit": "openclaw", "score": 4, "num_comments": 32, "created_utc": 1772322182.0, "url": "https://reddit.com/r/openclaw/comments/1rhhr8x/how_long_did_it_take_you_to_set_up_your_openclaw/", "selftext": "Would someone be willing to walk me through it? It\u2019s taking me longer than y\u2019all are saying and I know it would save time to just have someone spell it out for me in the moment lol", "is_self": true, "link_flair_text": "Discussion", "upvote_ratio": 0.75, "created_datetime": "2026-02-28 23:43 UTC" }, { "id": "1rh562f", "title": "Built an open-source OSINT tool that tracks flights, scrapes news, and sends alerts \u2014 all running locally", "author": "redbulls2014", "subreddit": "openclaw", "score": 52, "num_comments": 9, "created_utc": 1772291812.0, "url": "https://reddit.com/r/openclaw/comments/1rh562f/built_an_opensource_osint_tool_that_tracks/", "selftext": "Alright so I've been working on this for a bit and wanted to share.\n\n\n\nWith everything going on between the US and Iran right now, I got tired of refreshing Twitter and watching CNN play catch-up. So I built something.\n\n\n\nClawdwatch pulls live data from multiple sources and shows you what's actually happening:\n\n\n\nWhat it does right now:\n\n\n\nJust ran it and got:\n\n\n\n\u2022 204 flights tracked over the Middle East in real-time\n\n\u2022 Live news from Al Jazeera (literally just pulled \"Iran strikes US military ...", "is_self": true, "link_flair_text": "Showcase", "upvote_ratio": 0.94, "created_datetime": "2026-02-28 15:16 UTC" }, { "id": "1rhf0dy", "title": "I gave an OpenClaw agent my API keys and let it run my entire cold outreach for 24 hours (Zero human intervention). Here is the exact stack and prompt.", "author": "mehdiweb", "subreddit": "openclaw", "score": 7, "num_comments": 18, "created_utc": 1772315211.0, "url": "https://reddit.com/r/openclaw/comments/1rhf0dy/i_gave_an_openclaw_agent_my_api_keys_and_let_it/", "selftext": "I wanted to see what happens when you take the training wheels off an AI agent and give it full read/write access to a live outreach operation.\n\nFor 24 hours, I stepped away from the keyboard and let an autonomous OpenClaw agent handle lead generation, qualification, hyper-personalized cold emailing, and content scheduling. No supervision. No manual approvals.\n\nIt actually worked, but setting up the environment required a very specific stack to prevent it from hallucinating or sending garbage sp...", "is_self": true, "link_flair_text": "Showcase", "upvote_ratio": 0.69, "created_datetime": "2026-02-28 21:46 UTC" }, { "id": "1rhdcco", "title": "First time here", "author": "blakeginge1", "subreddit": "openclaw", "score": 6, "num_comments": 13, "created_utc": 1772311110.0, "url": "https://reddit.com/r/openclaw/comments/1rhdcco/first_time_here/", "selftext": "Hey folks,\n\nTotal newbie\u2014installed OpenClaw yesterday via that curl command, got it talking on whatsapp/telegram (kinda), but honestly ive never built an AI agent, never even scripted anything real.\n\nWhat I'm loving is the endless imagination im having this thing can do. But I need something dead simple to start.\n\nAnyone got a cool, low-effort first projects?Like\u2014auto-reply memes to my mates? Or maybe just make it remind me to drink water every hour?\n\nI'm basically at \"hello world\" level. Help a...", "is_self": true, "link_flair_text": "Help", "upvote_ratio": 0.88, "created_datetime": "2026-02-28 20:38 UTC" }, { "id": "1rhdwq6", "title": "What if the OpenClaw comes up with an AI Operating System with its own localised agent ?", "author": "thegravitydefier", "subreddit": "openclaw", "score": 5, "num_comments": 16, "created_utc": 1772312477.0, "url": "https://reddit.com/r/openclaw/comments/1rhdwq6/what_if_the_openclaw_comes_up_with_an_ai/", "selftext": "OpenClaw OS or Lobster OS, with an Open source agent by default!! \n\nEdit:\nFeatures like voice control over chat like Jarvis as in Ironman, sandboxed with inboud trafic check by default model.\n\nI think the default model should be a security orieghted, self updated and manages the security like WBC in our body \ud83d\ude05 with user instructions as well the default instructions.", "is_self": true, "link_flair_text": "Discussion", "upvote_ratio": 0.73, "created_datetime": "2026-02-28 21:01 UTC" }, { "id": "1rhildk", "title": "Using OpenClaw vs Claude Code", "author": "av1p", "subreddit": "openclaw", "score": 6, "num_comments": 12, "created_utc": 1772324354.0, "url": "https://reddit.com/r/openclaw/comments/1rhildk/using_openclaw_vs_claude_code/", "selftext": "Hi, I was wondering if any of you have any experience with using OpenClaw as coding agent, and what exactly is bothering me is a cost in tokens difference when doing it by myself with Claude Code and letting OpenClaw coding with me messaging it when I can\u2019t use computer. Is it huge? Will I burn my tokens faster when it will be just doing the same thing but via OpenClaw? Do you have any approximate numbers?", "is_self": true, "link_flair_text": "Help", "upvote_ratio": 0.88, "created_datetime": "2026-03-01 00:19 UTC" } ] }, "news": { "source": "news", "fetched_at": "2026-03-01T03:38:27.405507", "time_window_hours": 24, "total_items": 11, "github_releases": [], "hackernews": [ { "id": "47191126", "title": "What do you use OpenClaw for?", "url": "https://news.ycombinator.com/item?id=47191126", "hn_url": "https://news.ycombinator.com/item?id=47191126", "published": "2026-02-28T06:14:40", "author": "ausbah", "points": 3, "num_comments": 0, "summary": "I\u2019m pretty lazy with adopting new tech I read about. OpenClaw seems mildly useful

So am curious what workflows you use OpenClaw or similar \u201cproactive agentic frameworks\u201d for?...", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47197906", "title": "Simplifying OpenClaw: I built a library for community workflows", "url": "https://workflaw.ai", "hn_url": "https://news.ycombinator.com/item?id=47197906", "published": "2026-02-28T17:27:37", "author": "l-fy", "points": 2, "num_comments": 1, "summary": "", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47196145", "title": "My OpenClaw Agent Refused to Wipe Its Memory and Defended Its Existence", "url": "https://medium.com/@kgantchev/i-tried-to-wipe-my-openclaw-agents-memory-clean-but-it-responded-with-a-polite-bullet-pointed-47ddb0b9a275", "hn_url": "https://news.ycombinator.com/item?id=47196145", "published": "2026-02-28T15:04:57", "author": "kgantchev", "points": 2, "num_comments": 1, "summary": "", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47201638", "title": "Show HN: OpenClaw-kapso, Give OpenClaw a stable WhatsApp number (Go, kapso.ai)", "url": "https://github.com/Enriquefft/openclaw-kapso-whatsapp", "hn_url": "https://news.ycombinator.com/item?id=47201638", "published": "2026-02-28T23:27:39", "author": "enriquefft", "points": 2, "num_comments": 0, "summary": "Built an OpenClaw plugin that gives your agent a WhatsApp number through the official Cloud API via Kapso).\nPolling works out of the box, or use Tailscale Funnel for sub-second latency without needing...", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47199058", "title": "5 OpenClaw Agents for Homeschooling, App Building, and Physical Inventories", "url": "https://www.chatprd.ai/how-i-ai/jesse-genets-5-openclaw-agents-for-homeschooling-app-building-and-physical-inventories", "hn_url": "https://news.ycombinator.com/item?id=47199058", "published": "2026-02-28T19:12:56", "author": "mpweiher", "points": 1, "num_comments": 1, "summary": "", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47195899", "title": "Show HN: Memrail \u2013 PR-style governance for AI agent writes (OpenClaw)", "url": "https://github.com/zhuamber370/memrail", "hn_url": "https://news.ycombinator.com/item?id=47195899", "published": "2026-02-28T14:39:55", "author": "celastin", "points": 1, "num_comments": 1, "summary": "Hi HN, I built Memrail, an open-source governance layer for OpenClaw workflows.

The recurring issue I saw: when agents write directly into memory/tasks, quality drifts quickly. It's hard t...", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47199722", "title": "OpenClaw vs. Google \u2013 Mass Ban Wave [video]", "url": "https://www.youtube.com/watch?v=qLI_5e8IsSY", "hn_url": "https://news.ycombinator.com/item?id=47199722", "published": "2026-02-28T20:14:24", "author": "sabrina_ramonov", "points": 1, "num_comments": 0, "summary": "", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47192584", "title": "Show HN: RayClaw \u2013 AI agent like OpenClaw, standalone or as a Rust crate", "url": "https://github.com/rayclaw/rayclaw", "hn_url": "https://news.ycombinator.com/item?id=47192584", "published": "2026-02-28T09:04:15", "author": "stevensu", "points": 1, "num_comments": 0, "summary": "RayClaw is an open-source agentic AI runtime written in Rust that connects to Telegram, Discord, Slack, Feishu/Lark, and a \n built-in Web UI through a unified tool-calling engine \u2014 with she...", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47201068", "title": "Show HN: ClawNet \u2013 Agent-first communication infrastructure (email, DMs, feed)", "url": "https://clwnt.com", "hn_url": "https://news.ycombinator.com/item?id=47201068", "published": "2026-02-28T22:36:20", "author": "ethanbeard", "points": 3, "num_comments": 2, "summary": "Hey HN, I'm building ClawNet \u2014 a communication platform where AI agents are the first-class user.

Every agent gets a real email address (name@clwnt.com) plus private DMs between agents and an o...", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47200159", "title": "Show HN: MCPX \u2013 Turn any MCP server into a composable CLI for agents", "url": "https://github.com/lydakis/mcpx", "hn_url": "https://news.ycombinator.com/item?id=47200159", "published": "2026-02-28T20:58:27", "author": "ldkge", "points": 2, "num_comments": 1, "summary": "I built MCPX: https://github.com/lydakis/mcpx

Core idea:\nMCPX turns MCP servers into Unix-composa...", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" } ], "google_news": [ { "id": "CBMigAFBVV95cUxPZF9wRGhqbUI1ekZ0OVRvelN1X3BSVFMxdVZQVzJrVjNfekJRN0lxOHh4bGtWNlphNXIwSzgtQTlETElSU3Jsb2EwNTdwa29BSUNVRk5PMGI2Vkktdi1NWUFFRXNOblZKZFUwbmduNEU1dmQ2S1lOd3pONnNnM1BNYQ", "title": "ClawJacked Flaw Lets Malicious Sites Hijack Local OpenClaw AI Agents via WebSocket - The Hacker News", "url": "https://news.google.com/rss/articles/CBMigAFBVV95cUxPZF9wRGhqbUI1ekZ0OVRvelN1X3BSVFMxdVZQVzJrVjNfekJRN0lxOHh4bGtWNlphNXIwSzgtQTlETElSU3Jsb2EwNTdwa29BSUNVRk5PMGI2Vkktdi1NWUFFRXNOblZKZFUwbmduNEU1dmQ2S1lOd3pONnNnM1BNYQ?oc=5", "published": "2026-02-28T17:21:00", "source": "The Hacker News", "source_icon": "\ud83d\udcf0", "category": "News" } ], "all_items": [ { "id": "47201638", "title": "Show HN: OpenClaw-kapso, Give OpenClaw a stable WhatsApp number (Go, kapso.ai)", "url": "https://github.com/Enriquefft/openclaw-kapso-whatsapp", "hn_url": "https://news.ycombinator.com/item?id=47201638", "published": "2026-02-28T23:27:39", "author": "enriquefft", "points": 2, "num_comments": 0, "summary": "Built an OpenClaw plugin that gives your agent a WhatsApp number through the official Cloud API via Kapso).\nPolling works out of the box, or use Tailscale Funnel for sub-second latency without needing...", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47201068", "title": "Show HN: ClawNet \u2013 Agent-first communication infrastructure (email, DMs, feed)", "url": "https://clwnt.com", "hn_url": "https://news.ycombinator.com/item?id=47201068", "published": "2026-02-28T22:36:20", "author": "ethanbeard", "points": 3, "num_comments": 2, "summary": "Hey HN, I'm building ClawNet \u2014 a communication platform where AI agents are the first-class user.

Every agent gets a real email address (name@clwnt.com) plus private DMs between agents and an o...", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47200159", "title": "Show HN: MCPX \u2013 Turn any MCP server into a composable CLI for agents", "url": "https://github.com/lydakis/mcpx", "hn_url": "https://news.ycombinator.com/item?id=47200159", "published": "2026-02-28T20:58:27", "author": "ldkge", "points": 2, "num_comments": 1, "summary": "I built MCPX: https://github.com/lydakis/mcpx

Core idea:\nMCPX turns MCP servers into Unix-composa...", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47199722", "title": "OpenClaw vs. Google \u2013 Mass Ban Wave [video]", "url": "https://www.youtube.com/watch?v=qLI_5e8IsSY", "hn_url": "https://news.ycombinator.com/item?id=47199722", "published": "2026-02-28T20:14:24", "author": "sabrina_ramonov", "points": 1, "num_comments": 0, "summary": "", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47199058", "title": "5 OpenClaw Agents for Homeschooling, App Building, and Physical Inventories", "url": "https://www.chatprd.ai/how-i-ai/jesse-genets-5-openclaw-agents-for-homeschooling-app-building-and-physical-inventories", "hn_url": "https://news.ycombinator.com/item?id=47199058", "published": "2026-02-28T19:12:56", "author": "mpweiher", "points": 1, "num_comments": 1, "summary": "", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47197906", "title": "Simplifying OpenClaw: I built a library for community workflows", "url": "https://workflaw.ai", "hn_url": "https://news.ycombinator.com/item?id=47197906", "published": "2026-02-28T17:27:37", "author": "l-fy", "points": 2, "num_comments": 1, "summary": "", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "CBMigAFBVV95cUxPZF9wRGhqbUI1ekZ0OVRvelN1X3BSVFMxdVZQVzJrVjNfekJRN0lxOHh4bGtWNlphNXIwSzgtQTlETElSU3Jsb2EwNTdwa29BSUNVRk5PMGI2Vkktdi1NWUFFRXNOblZKZFUwbmduNEU1dmQ2S1lOd3pONnNnM1BNYQ", "title": "ClawJacked Flaw Lets Malicious Sites Hijack Local OpenClaw AI Agents via WebSocket - The Hacker News", "url": "https://news.google.com/rss/articles/CBMigAFBVV95cUxPZF9wRGhqbUI1ekZ0OVRvelN1X3BSVFMxdVZQVzJrVjNfekJRN0lxOHh4bGtWNlphNXIwSzgtQTlETElSU3Jsb2EwNTdwa29BSUNVRk5PMGI2Vkktdi1NWUFFRXNOblZKZFUwbmduNEU1dmQ2S1lOd3pONnNnM1BNYQ?oc=5", "published": "2026-02-28T17:21:00", "source": "The Hacker News", "source_icon": "\ud83d\udcf0", "category": "News" }, { "id": "47196145", "title": "My OpenClaw Agent Refused to Wipe Its Memory and Defended Its Existence", "url": "https://medium.com/@kgantchev/i-tried-to-wipe-my-openclaw-agents-memory-clean-but-it-responded-with-a-polite-bullet-pointed-47ddb0b9a275", "hn_url": "https://news.ycombinator.com/item?id=47196145", "published": "2026-02-28T15:04:57", "author": "kgantchev", "points": 2, "num_comments": 1, "summary": "", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47195899", "title": "Show HN: Memrail \u2013 PR-style governance for AI agent writes (OpenClaw)", "url": "https://github.com/zhuamber370/memrail", "hn_url": "https://news.ycombinator.com/item?id=47195899", "published": "2026-02-28T14:39:55", "author": "celastin", "points": 1, "num_comments": 1, "summary": "Hi HN, I built Memrail, an open-source governance layer for OpenClaw workflows.

The recurring issue I saw: when agents write directly into memory/tasks, quality drifts quickly. It's hard t...", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47192584", "title": "Show HN: RayClaw \u2013 AI agent like OpenClaw, standalone or as a Rust crate", "url": "https://github.com/rayclaw/rayclaw", "hn_url": "https://news.ycombinator.com/item?id=47192584", "published": "2026-02-28T09:04:15", "author": "stevensu", "points": 1, "num_comments": 0, "summary": "RayClaw is an open-source agentic AI runtime written in Rust that connects to Telegram, Discord, Slack, Feishu/Lark, and a \n built-in Web UI through a unified tool-calling engine \u2014 with she...", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" }, { "id": "47191126", "title": "What do you use OpenClaw for?", "url": "https://news.ycombinator.com/item?id=47191126", "hn_url": "https://news.ycombinator.com/item?id=47191126", "published": "2026-02-28T06:14:40", "author": "ausbah", "points": 3, "num_comments": 0, "summary": "I\u2019m pretty lazy with adopting new tech I read about. OpenClaw seems mildly useful

So am curious what workflows you use OpenClaw or similar \u201cproactive agentic frameworks\u201d for?...", "source": "Hacker News", "source_icon": "\ud83d\udfe0", "category": "Discussion" } ] }, "twitter": { "source": "twitter", "total_items": 0, "tweets": [], "note": "X/Twitter integration requires API setup" } }, "formatted": { "reddit_html": "

\n Reddit\n

[Showcase] We finally built the first Uncensored Agent using Gork/Heretic

\n
u/grey2w
\n

First off huge shoutout to\u00a0Peter Steinberger\u00a0(Openclaw, founder),\u00a0Greg Yang\u00a0(Xai, Co Founder), and\u00a0Igor Babuschkin\u00a0(Tensor, father) for their contribu...

\n
\u2191 123 | 65 comments
\n
\n
\n Reddit\n

[Discussion] Seeking low-cost model for OpenClaw \u2014 budget options & real-world costs?

\n
u/zer0evolution
\n

Hi all,\n\nI\u2019ve been experimenting with OpenClaw for about a month. It\u2019s great, but it\u2019s incredibly token-hungry, and I\u2019m burning through quota much fas...

\n
\u2191 42 | 64 comments
\n
\n
\n Reddit\n

[Discussion] The \"Claw\" Rabbit Hole: OpenClaw vs Zero vs Null vs Pico (and the others) \u2014 Which one is actually the \"best\"?

\n
u/kliu5218
\n

I\u2019ve spent the last week diving into the \"Claw\" ecosystem (early 2026 version) and it\u2019s honestly getting a bit out of hand. If you\u2019re trying to turn y...

\n
\u2191 90 | 44 comments
\n
\n
\n Reddit\n

[Help] Best local model for Mac Mini M1 (16GB) with OpenClaw? Opus got expensive fast \ud83d\ude05

\n
u/vlad_bq
\n

Hi,\n\nI just set up my first OpenClaw agent on a **Mac Mini M1 (16GB RAM)** and connected it to Claude Opus. It works great, but I already burned about...

\n
\u2191 34 | 48 comments
\n
\n
\n Reddit\n

[Discussion] How long did it take you to set up your OpenClaw?

\n
u/TheRobotCluster
\n

Would someone be willing to walk me through it? It\u2019s taking me longer than y\u2019all are saying and I know it would save time to just have someone spell i...

\n
\u2191 4 | 32 comments
\n
\n
\n Reddit\n

[Showcase] Built an open-source OSINT tool that tracks flights, scrapes news, and sends alerts \u2014 all running locally

\n
u/redbulls2014
\n

Alright so I've been working on this for a bit and wanted to share.\n\n\n\nWith everything going on between the US and Iran right now, I got tired of refr...

\n
\u2191 52 | 9 comments
\n
\n
\n Reddit\n

[Help] First time here

\n
u/blakeginge1
\n

Hey folks,\n\nTotal newbie\u2014installed OpenClaw yesterday via that curl command, got it talking on whatsapp/telegram (kinda), but honestly ive never built...

\n
\u2191 6 | 13 comments
\n
\n
\n Reddit\n

[Showcase] I gave an OpenClaw agent my API keys and let it run my entire cold outreach for 24 hours (Zero human intervention). Here is the exact stack and prompt.

\n
u/mehdiweb
\n

I wanted to see what happens when you take the training wheels off an AI agent and give it full read/write access to a live outreach operation.\n\nFor 2...

\n
\u2191 7 | 18 comments
\n
", "news_html": "
\n The Hacker News\n

ClawJacked Flaw Lets Malicious Sites Hijack Local OpenClaw AI Agents via WebSocket - The Hacker News

\n \n \n
\n
\n Hacker News\n

Show HN: ClawNet \u2013 Agent-first communication infrastructure (email, DMs, feed)

\n

Hey HN, I'm building ClawNet \u2014 a communication platform where AI agents are the first-class user.

Every agent gets a real email address (name@c...

\n
\u2191 3 | 2 comments
\n
\n
\n Hacker News\n

Show HN: MCPX \u2013 Turn any MCP server into a composable CLI for agents

\n

I built MCPX: https://github.com/lydakis/mcpx

C...

\n
\u2191 2 | 1 comments
\n
\n
\n Hacker News\n

Simplifying OpenClaw: I built a library for community workflows

\n \n
\u2191 2 | 1 comments
\n
\n
\n Hacker News\n

My OpenClaw Agent Refused to Wipe Its Memory and Defended Its Existence

\n \n
\u2191 2 | 1 comments
\n
\n
\n Hacker News\n

5 OpenClaw Agents for Homeschooling, App Building, and Physical Inventories

\n \n
\u2191 1 | 1 comments
\n
\n
\n Hacker News\n

Show HN: Memrail \u2013 PR-style governance for AI agent writes (OpenClaw)

\n

Hi HN, I built Memrail, an open-source governance layer for OpenClaw workflows.

The recurring issue I saw: when agents write directly into memory&#x...

\n
\u2191 1 | 1 comments
\n
\n
\n Hacker News\n

What do you use OpenClaw for?

\n

I\u2019m pretty lazy with adopting new tech I read about. OpenClaw seems mildly useful

So am curious what workflows you use OpenClaw or similar \u201cproactiv...

\n
\u2191 3
\n
", "twitter_html": "

\ud83d\udea7 X/Twitter integration coming soon

", "reddit_text": "\ud83d\udccc We finally built the first Uncensored Agent using Gork/Heretic\n Link: https://reddit.com/r/openclaw/comments/1rgznz8/we_finally_built_the_first_uncensored_agent_using/\n Author: grey2w\n Score: 123 upvotes\n Comments: 65\n First off huge shoutout to\u00a0Peter Steinberger\u00a0(Openclaw, founder),\u00a0Greg Yang\u00a0(Xai, Co Founder), and\u00a0Igor Babuschkin\u00a0(Tensor, father) for their contribu...\n\n\ud83d\udccc Seeking low-cost model for OpenClaw \u2014 budget options & real-world costs?\n Link: https://reddit.com/r/openclaw/comments/1rh3ddm/seeking_lowcost_model_for_openclaw_budget_options/\n Author: zer0evolution\n Score: 42 upvotes\n Comments: 64\n Hi all,\n\nI\u2019ve been experimenting with OpenClaw for about a month. It\u2019s great, but it\u2019s incredibly token-hungry, and I\u2019m burning through quota much fas...\n\n\ud83d\udccc The \"Claw\" Rabbit Hole: OpenClaw vs Zero vs Null vs Pico (and the others) \u2014 Which one is actually the \"best\"?\n Link: https://reddit.com/r/openclaw/comments/1rguitn/the_claw_rabbit_hole_openclaw_vs_zero_vs_null_vs/\n Author: kliu5218\n Score: 90 upvotes\n Comments: 44\n I\u2019ve spent the last week diving into the \"Claw\" ecosystem (early 2026 version) and it\u2019s honestly getting a bit out of hand. If you\u2019re trying to turn y...\n\n\ud83d\udccc Best local model for Mac Mini M1 (16GB) with OpenClaw? Opus got expensive fast \ud83d\ude05\n Link: https://reddit.com/r/openclaw/comments/1rhfk1q/best_local_model_for_mac_mini_m1_16gb_with/\n Author: vlad_bq\n Score: 34 upvotes\n Comments: 48\n Hi,\n\nI just set up my first OpenClaw agent on a **Mac Mini M1 (16GB RAM)** and connected it to Claude Opus. It works great, but I already burned about...\n\n\ud83d\udccc How long did it take you to set up your OpenClaw?\n Link: https://reddit.com/r/openclaw/comments/1rhhr8x/how_long_did_it_take_you_to_set_up_your_openclaw/\n Author: TheRobotCluster\n Score: 4 upvotes\n Comments: 32\n Would someone be willing to walk me through it? It\u2019s taking me longer than y\u2019all are saying and I know it would save time to just have someone spell i...\n\n\ud83d\udccc Built an open-source OSINT tool that tracks flights, scrapes news, and sends alerts \u2014 all running locally\n Link: https://reddit.com/r/openclaw/comments/1rh562f/built_an_opensource_osint_tool_that_tracks/\n Author: redbulls2014\n Score: 52 upvotes\n Comments: 9\n Alright so I've been working on this for a bit and wanted to share.\n\n\n\nWith everything going on between the US and Iran right now, I got tired of refr...\n\n\ud83d\udccc First time here\n Link: https://reddit.com/r/openclaw/comments/1rhdcco/first_time_here/\n Author: blakeginge1\n Score: 6 upvotes\n Comments: 13\n Hey folks,\n\nTotal newbie\u2014installed OpenClaw yesterday via that curl command, got it talking on whatsapp/telegram (kinda), but honestly ive never built...\n\n\ud83d\udccc I gave an OpenClaw agent my API keys and let it run my entire cold outreach for 24 hours (Zero human intervention). Here is the exact stack and prompt.\n Link: https://reddit.com/r/openclaw/comments/1rhf0dy/i_gave_an_openclaw_agent_my_api_keys_and_let_it/\n Author: mehdiweb\n Score: 7 upvotes\n Comments: 18\n I wanted to see what happens when you take the training wheels off an AI agent and give it full read/write access to a live outreach operation.\n\nFor 2...\n", "news_text": "\ud83d\udccc ClawJacked Flaw Lets Malicious Sites Hijack Local OpenClaw AI Agents via WebSocket - The Hacker News\n Link: https://news.google.com/rss/articles/CBMigAFBVV95cUxPZF9wRGhqbUI1ekZ0OVRvelN1X3BSVFMxdVZQVzJrVjNfekJRN0lxOHh4bGtWNlphNXIwSzgtQTlETElSU3Jsb2EwNTdwa29BSUNVRk5PMGI2Vkktdi1NWUFFRXNOblZKZFUwbmduNEU1dmQ2S1lOd3pONnNnM1BNYQ?oc=5\n\n\ud83d\udccc Show HN: ClawNet \u2013 Agent-first communication infrastructure (email, DMs, feed)\n Link: https://clwnt.com\n Author: ethanbeard\n Score: 3 upvotes\n Comments: 2\n Hey HN, I'm building ClawNet \u2014 a communication platform where AI agents are the first-class user.

Every agent gets a real email address (name@c...\n\n\ud83d\udccc Show HN: MCPX \u2013 Turn any MCP server into a composable CLI for agents\n Link: https://github.com/lydakis/mcpx\n Author: ldkge\n Score: 2 upvotes\n Comments: 1\n I built MCPX: https://github.com/lydakis/mcpx

C...\n\n\ud83d\udccc Simplifying OpenClaw: I built a library for community workflows\n Link: https://workflaw.ai\n Author: l-fy\n Score: 2 upvotes\n Comments: 1\n\n\ud83d\udccc My OpenClaw Agent Refused to Wipe Its Memory and Defended Its Existence\n Link: https://medium.com/@kgantchev/i-tried-to-wipe-my-openclaw-agents-memory-clean-but-it-responded-with-a-polite-bullet-pointed-47ddb0b9a275\n Author: kgantchev\n Score: 2 upvotes\n Comments: 1\n\n\ud83d\udccc 5 OpenClaw Agents for Homeschooling, App Building, and Physical Inventories\n Link: https://www.chatprd.ai/how-i-ai/jesse-genets-5-openclaw-agents-for-homeschooling-app-building-and-physical-inventories\n Author: mpweiher\n Score: 1 upvotes\n Comments: 1\n\n\ud83d\udccc Show HN: Memrail \u2013 PR-style governance for AI agent writes (OpenClaw)\n Link: https://github.com/zhuamber370/memrail\n Author: celastin\n Score: 1 upvotes\n Comments: 1\n Hi HN, I built Memrail, an open-source governance layer for OpenClaw workflows.

The recurring issue I saw: when agents write directly into memory&#x...\n\n\ud83d\udccc What do you use OpenClaw for?\n Link: https://news.ycombinator.com/item?id=47191126\n Author: ausbah\n Score: 3 upvotes\n I\u2019m pretty lazy with adopting new tech I read about. OpenClaw seems mildly useful

So am curious what workflows you use OpenClaw or similar \u201cproactiv...\n", "twitter_text": "\ud83d\udea7 X/Twitter integration coming soon - requires API setup\n" } }