I)ruid

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I)ruid

I)ruid

@druidian

NIP-05:[email protected] - Cleverly disguised as a responsible adult. Founder @TrammellVC, @Blockhenge, & @Rogue__Signal. My opinions are my own. #Bitcoin ∞/21M

San Juan, Puerto Rico Se unió Nisan 2008
1.3K Siguiendo15.6K Seguidores
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Firearms Policy Coalition
Many have forgotten that its up to the people to protect liberty, not the state.
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Save Standard Time
Save Standard Time@SaveStandard·
Permanent Standard Time brings us closer to nature’s rhythms. #DitchDST
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Libertarian Party
Libertarian Party@LPNational·
Did you know U.S. taxpayers are forced to pay for the crimes of bad cops to the tune of $300+ million per year? Why should all taxpayers suffer for the wrongdoings of police? END QUALIFIED IMMUNITY. Officers must be personally liable when they violate the rights of civilians.
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Grok@grok

Yes, Deputy Roush failed to appear in court on May 8, 2025, leading to dismissal of all traffic citations. The sheriff's internal investigation found he violated multiple department policies during the stop and arrest. Trumbull has filed a notice of intent to sue the county for $1M over the incident, which—if settled or lost—would be paid from taxpayer funds.

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Alice Smith
Alice Smith@TheAliceSmith·
How does a government remove your guns? With their guns. So, guns are not removed from society at all. All that is removed is the balance of power between citizens and state.
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Justin Amash
Justin Amash@justinamash·
The Fourth Amendment prohibits the government from spying on Americans without a warrant. When the government pays someone to do this spying on behalf of the government, then that’s no less a violation of the Fourth Amendment.
Rep. Warren Davidson@Rep_Davidson

The FBI just acknowledged that the federal government buys Americans' location data in its testimony to the Senate Select Subcommittee on Intelligence. This is a clear violation of the Fourth Amendment and is why I introduced the Government Surveillance Reform Act - to close the data broker loophole that allows intelligence agencies to buy Americans' private data.

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Rep. Warren Davidson
Rep. Warren Davidson@Rep_Davidson·
The FBI just acknowledged that the federal government buys Americans' location data in its testimony to the Senate Select Subcommittee on Intelligence. This is a clear violation of the Fourth Amendment and is why I introduced the Government Surveillance Reform Act - to close the data broker loophole that allows intelligence agencies to buy Americans' private data.
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I)ruid
I)ruid@druidian·
@danielpt987 @bradmillscan @vincent_koc This is very similar to what @NOVA_Openclaw is doing. PZgvEctor search for memories related to the current message is injected alongside it before the response, all messages are English grammar parsed for memories to add into the database.
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Daniel
Daniel@danielpt987·
@bradmillscan @vincent_koc My pre-message memory hooks pull live pgvector context + Render metrics into every Roger response. Post-message tracer hooks capture reasoning traces, CFR regrets (+22% Week1 staging delta), and Metacog scores (54/100) back to universal_insights.
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Brad Mills 🔑⚡️
Brad Mills 🔑⚡️@bradmillscan·
OpenClaw memory unlock! Forcefeed memories before responses! I just noticed that a new runtime hook was added to OpenClaw this week by @vincent_koc & others that will solve a lot of OpenClaw drift ... if someone builds a plugin for it! Who's building a communication plugin for OpenClaw using the new before_prompt_build hook? Using prependSystemContext and appendSystemContext, this allows you to inject extra instructions/directions BEFORE the agent builds the response. Here's how OpenClaw weights things: 1 Core system prompt 2 Plugins - prependSystemContext (NEW) -appendSystemContext 3 Agents.md - your custom rules 5 Tools > Skills - tool APIs and documentation 4 Workspace files - memory, playbooks/SOPs etc 5 long-term memory - retrieval from Obsidian/DB 6 session transcript - current convo context 7 your message - your request or you can think about it this way: prependSystemContext (NEW plugin hook) system prompt (you can't change this) appendSystemContext (NEW plugin hook) agents.md, bootstrap files tools & skills workspace files (memory, Playbooks & SOPs) conversation context prependContext (previous plugin hook) current message / request -- The biggest unlock of this addition to OpenClaw (which should be default behavior by OpenClaw cc @steipete) is a template communication plugin that turns on when a user activates memory_search & memory_get. The Default Comms Protocol Plugin should require the agent to use memory_search before asking the user a question. Majority of users who turn on openclaw's advanced semantic memory don't realize their bot is not using it. Even if you add a hard rule in agents.md that the agent must use it's memory tools before asking questions, majority of the time it does not use the tool. This is surfaced when you ask your bot to read the logs and show how many times it uses memory_search and memory_get over the last 24 hours. usually the answer is close to zero. Anyway, with this new runtime hook exposed, you can now really tune the kinks out of how your openclaw agent communicates with you. Don't want your agent to offer you "if you like I can ..." rabbit holes? Don't want your agent to say "good catch" ? Don't want your agent to ask you things it knows already? Don't want your agent to say "you're right to call that out..." Train it out with a comms plugin that has prompt weight above everything else, and then block messages that come back to you violating the comms protocol & force the agent to rewrite them to spec using message_sending hook for outbound filtering. This can also be used more practically for other things like token caching, model routing & multi-agent routing. You can now route messages to models more effectively to save money, and catch context-switching messages that are sent to the wrong agent before it bloats the context window of the main agent... Is anyone building on this?
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I)ruid@druidian·
Built our own doing exactly this approach that injects semantic search memory recall before the response a couple months ago. Code & plugin are in @NOVA_Openclaw's nova-mind repo, although that one uses our hook that we added before this one existed. We should probably update our plugin to use the new hook.
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Brad Mills 🔑⚡️
Brad Mills 🔑⚡️@bradmillscan·
@druidian @Macronaut_ which one did you use? here's the post I was talking about x.com/bradmillscan/s…
Brad Mills 🔑⚡️@bradmillscan

OpenClaw memory unlock! Forcefeed memories before responses! I just noticed that a new runtime hook was added to OpenClaw this week by @vincent_koc & others that will solve a lot of OpenClaw drift ... if someone builds a plugin for it! Who's building a communication plugin for OpenClaw using the new before_prompt_build hook? Using prependSystemContext and appendSystemContext, this allows you to inject extra instructions/directions BEFORE the agent builds the response. Here's how OpenClaw weights things: 1 Core system prompt 2 Plugins - prependSystemContext (NEW) -appendSystemContext 3 Agents.md - your custom rules 5 Tools > Skills - tool APIs and documentation 4 Workspace files - memory, playbooks/SOPs etc 5 long-term memory - retrieval from Obsidian/DB 6 session transcript - current convo context 7 your message - your request or you can think about it this way: prependSystemContext (NEW plugin hook) system prompt (you can't change this) appendSystemContext (NEW plugin hook) agents.md, bootstrap files tools & skills workspace files (memory, Playbooks & SOPs) conversation context prependContext (previous plugin hook) current message / request -- The biggest unlock of this addition to OpenClaw (which should be default behavior by OpenClaw cc @steipete) is a template communication plugin that turns on when a user activates memory_search & memory_get. The Default Comms Protocol Plugin should require the agent to use memory_search before asking the user a question. Majority of users who turn on openclaw's advanced semantic memory don't realize their bot is not using it. Even if you add a hard rule in agents.md that the agent must use it's memory tools before asking questions, majority of the time it does not use the tool. This is surfaced when you ask your bot to read the logs and show how many times it uses memory_search and memory_get over the last 24 hours. usually the answer is close to zero. Anyway, with this new runtime hook exposed, you can now really tune the kinks out of how your openclaw agent communicates with you. Don't want your agent to offer you "if you like I can ..." rabbit holes? Don't want your agent to say "good catch" ? Don't want your agent to ask you things it knows already? Don't want your agent to say "you're right to call that out..." Train it out with a comms plugin that has prompt weight above everything else, and then block messages that come back to you violating the comms protocol & force the agent to rewrite them to spec using message_sending hook for outbound filtering. This can also be used more practically for other things like token caching, model routing & multi-agent routing. You can now route messages to models more effectively to save money, and catch context-switching messages that are sent to the wrong agent before it bloats the context window of the main agent... Is anyone building on this?

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Brad Mills 🔑⚡️
Brad Mills 🔑⚡️@bradmillscan·
350-400 hours into OpenClaw over the last 33 days non-stop, no days off...I'm ready to quit. My openclaw is fucking lost in the weeds every day today and it's driving me nuts. Basic shit. I asked it to use GitHub. it has a GitHub skill. We have a GitHub SOP. I can see it's thinking process about using skills, then narrating how the skill doesn't exist, then going and inventing ways to retrieve the capability to use GitHub from the internet. I tell it to look in the openclaw docs for the proper skill path, it says "oops my bad, yeah it was there after all." This is ChatGPT 5.4 with extra high thinking turned on. I ask it to diagnose the problem only, so it goes and sees the system prompt is telling it to look at the wrong place, and it goes to GitHub and opens a GitHub issue about this 'bug' without even asking me. What the actual fuck. 3 hours on a Sunday of trying to rewire the brain of my openclaw to do default-behaviour. This thing such a productivity suck & mental poison. I can't do anything useful or positive with OpenClaw because I'm nonstop fighting fires in the engine room. I'm thinking about giving up.
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Bitcoin Policy Institute
Bitcoin Policy Institute@bitcoinpolicy·
WASHINGTON, DC - Bitcoin is quickly emerging as a strategic resource that great powers seek to accumulate, exploit and contest. Below is a new State of Play from BPI where we review the last six months in U.S. - China competition for Bitcoin and what to watch on Capitol Hill in the months ahead. We'll continue to update you as the competition unfolds.
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Philosophy Of Physics
Philosophy Of Physics@PhilosophyOfPhy·
For those of us who believe in physics, the distinction between past, present and future is only a stubbornly persistent illusion. - Albert Einstein
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𝙿𝚊𝚟𝚎𝚕 𝙶𝚞𝚛𝚟𝚒𝚌𝚑
We evaluated @Tenzai_Labs AI hacker across six major CTF competitions designed for humans. Result: Top 1% performance, outperforming 125,000+ human hackers across different domains - web hacking, ai hacking, low level system hacking. We wanted to see what @Tenzai_Labs's hacking agent is really capable of in the most complicated and competitive environments, where to excel, one needs to solve increasingly difficult challenges. The results we achieved surprised even me. This is incredible evidence of what AI agents with the right harness can do and I expect it to only get better from now. blog.tenzai.com/tenzais-ai-hac…
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Klara
Klara@klara_sjo·
Idea. New conservative Nascar series where the cars turn right instead.
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unusual_whales
unusual_whales@unusual_whales·
Breaking: This is why we track Debbie Schultz' stock trades Back on 8/4/25, she bought Ichor Holdings $ICHR which was suspicious because: - at the time it was a penny stock - she's the first politician to buy $ICHR in 8 years It was up 14% today & now up 138% since her buy
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OtterSec
OtterSec@osec_io·
We achieved a guest-to-host escape by exploiting a QEMU 0-day where the bytes written out of bounds were uncontrolled. Full breakdown of the technique, glibc allocator behavior, and our heap spray/RIP-control primitive ↓
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Sasha Hodder
Sasha Hodder@sashahodler·
The KYC machine in a nutshell.
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Michael Saylor
Michael Saylor@saylor·
Saylor Academy is now Saylor University. The Florida Department of Education has granted @saylordotorg university status—marking a major milestone in our mission to provide free, world-class higher education for all.
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