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{
"source": "reddit",
"fetched_at": "2026-03-01T02:46:37.764535",
"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": 121,
"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": 0.8,
"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": 40,
"num_comments": 60,
"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": 87,
"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": 0.92,
"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": 35,
"num_comments": 47,
"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": 0.93,
"created_datetime": "2026-02-28 22:09 UTC"
},
{
"id": "1rh7g1i",
"title": "Possible to run openclaw for free?",
"author": "jblewisiv",
"subreddit": "openclaw",
"score": 6,
"num_comments": 55,
"created_utc": 1772297326.0,
"url": "https://reddit.com/r/openclaw/comments/1rh7g1i/possible_to_run_openclaw_for_free/",
"selftext": "Is it possible to run open claw or a lighter version completely free? Obviously besides the cost of electricity and the purchase of a computer for it to live on and utilizing one of the open source LLMs. \n\nI tried asking chatgpt but felt like I couldn\u2019t fully trust its answer. It said it is certainly possible but I\u2019m wondering if there is some nuance that would make it non-functioning or not realistic. ",
"is_self": true,
"link_flair_text": "Discussion",
"upvote_ratio": 0.69,
"created_datetime": "2026-02-28 16:48 UTC"
}
],
"other_subreddits": [
{
"id": "1rhkm9q",
"title": "About to jump onto Openclaw - what are some housekeeping items to watch out for?",
"author": "TwelfieSpecial",
"subreddit": "vibecoding",
"score": 1,
"num_comments": 2,
"created_utc": 1772329918.0,
"url": "https://reddit.com/r/vibecoding/comments/1rhkm9q/about_to_jump_onto_openclaw_what_are_some/",
"selftext": "I'm not technical (can't code), but already built a functional web app with Cursor and had 7k users last month, so I'm trying to keep up as best as I can. \nI know what OpenClaw is, but haven't tried it yet, and I'm wondering if there are any security or other types of concerns before jumping in. For example, I've heard that some people try it on a secondary computer, not their main one. Why is that? What type of access should I not give the agents, etc.?\n\nAny help with guardrails, particularly ...",
"is_self": true,
"link_flair_text": null,
"upvote_ratio": 1.0,
"created_datetime": "2026-03-01 01:51 UTC"
}
],
"all_posts": [
{
"id": "1rgznz8",
"title": "We finally built the first Uncensored Agent using Gork/Heretic",
"author": "grey2w",
"subreddit": "openclaw",
"score": 121,
"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": 0.8,
"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": 40,
"num_comments": 60,
"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": 87,
"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": 0.92,
"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": 35,
"num_comments": 47,
"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": 0.93,
"created_datetime": "2026-02-28 22:09 UTC"
},
{
"id": "1rh7g1i",
"title": "Possible to run openclaw for free?",
"author": "jblewisiv",
"subreddit": "openclaw",
"score": 6,
"num_comments": 55,
"created_utc": 1772297326.0,
"url": "https://reddit.com/r/openclaw/comments/1rh7g1i/possible_to_run_openclaw_for_free/",
"selftext": "Is it possible to run open claw or a lighter version completely free? Obviously besides the cost of electricity and the purchase of a computer for it to live on and utilizing one of the open source LLMs. \n\nI tried asking chatgpt but felt like I couldn\u2019t fully trust its answer. It said it is certainly possible but I\u2019m wondering if there is some nuance that would make it non-functioning or not realistic. ",
"is_self": true,
"link_flair_text": "Discussion",
"upvote_ratio": 0.69,
"created_datetime": "2026-02-28 16:48 UTC"
},
{
"id": "1rhhr8x",
"title": "How long did it take you to set up your OpenClaw?",
"author": "TheRobotCluster",
"subreddit": "openclaw",
"score": 4,
"num_comments": 30,
"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": 0.83,
"created_datetime": "2026-02-28 23:43 UTC"
},
{
"id": "1rh6p1o",
"title": "Openclaw with Claude Pro $200 sub",
"author": "Moolamakerrr",
"subreddit": "openclaw",
"score": 6,
"num_comments": 24,
"created_utc": 1772295529.0,
"url": "https://reddit.com/r/openclaw/comments/1rh6p1o/openclaw_with_claude_pro_200_sub/",
"selftext": "the set up, when it worked was Godly. Using it with Codex is honestly so underwhelming that I don\u2019t even want to use it anymore.\n\n \nwhat is everyone\u2019s set up to get similar results? ",
"is_self": true,
"link_flair_text": "Help",
"upvote_ratio": 0.75,
"created_datetime": "2026-02-28 16:18 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": 50,
"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": 0.96,
"created_datetime": "2026-02-28 15:16 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": 1.0,
"created_datetime": "2026-02-28 20:38 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": 6,
"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"
}
]
}