Angel Leon gubatron

Venezuela Regime Change Strategy Debate

Demonstrating Multi-Agent Council Collaboration

Setting up council agents...

Council configured with 5 agents

Question:

Top 5

Cache POSIX file handles inside posix_storage::read/write to avoid reopening on every block and collapse syscall churn on Linux/macOS builds.
Replace disk_buffer_pool’s per-buffer malloc + global mutex with an actual freelist/slab allocator to cut allocator latency and cross-thread contention.
Make piece_picker::pick_pieces’ ignored-piece bookkeeping O(1) to remove quadratic scans in large swarms.
Back peer_connection’s request queue with a queue/deque structure so front removals stop mem-moving full vectors on every send.
Drop the hot socket.available() ioctl inside peer_connection::on_receive_data and rely on buffered reads to avoid extra syscalls.

[Title]: Cache file handles in posix_storage to eliminate per-block fopen/fclose Component(s): src/posix_storage.cpp, src/storage_utils.cpp, include/libtorrent/aux_/posix_storage.hpp

A National Singularity Fund for High Universal Income:

Redefining Work, Empowering Passions and Embracing a Post Labor Future

Introduction

As Artificial General Intelligence (AGI) surpasses human-level cognition and super-dexterous robots automate vast swaths of manual and knowledge-intensive work, billions of people risk losing their traditional jobs. This scenario is often painted in stark terms—one of displacement, unemployment, and fear. Yet, a deeper truth lies in the fact that a future of abundant automation can liberate society from rote or uninspiring labor, allowing individuals to pursue creativity, innovation, personal growth, and genuine passions.

To prevent social unrest and ensure equitable benefits, we propose a National Singularity Fund (NSF). The NSF collects and manages revenue from automation taxes, equity grants, and targeted investments in exponential technologies (AGI, quantum computing, fusion energy). By distributing High Universal Income (HUI) to

GPG gives a lot of shit on macos for some reason.

It's best to just add the same SSH authentication key you have on github as a "Signing Key"

$ git config [--global] gpg.format ssh
$ git config [--global] user.signingkey ~/.ssh/id_rsa.pub
$ git config [--global] commit.gpgsign true

Framework	Description	Key Features	Language Support	Integration Capabilities	Deployment Options	License
RaLLe	A framework for developing and optimizing retrieval-augmented large language models (R-LLMs) for knowledge-intensive tasks.	- Development and evaluation of R-LLMs - Optimization tools for knowledge-intensive applications	Python	- Compatible with various LLMs - Supports integration with external knowledge bases	Local and cloud deployment	MIT License
BERGEN	A benchmarking library that standardizes experiments and provides tools for evaluating RAG pipelines.	- Standardized benchmarking - Comprehensive evaluation tools - Support for various RAG components	Python	- Integrates with multiple retrieval and generation models	Local deployment	Apache 2.0 License
RAGFlow	An open-source RAG engine based on deep document un

Building libbitcoin-network on macos arm64

$ clang --version
Apple clang version 16.0.0 (clang-1600.0.26.3)
Target: arm64-apple-darwin23.5.0
Thread model: posix
InstalledDir: /Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin

$ uname -a

	#!/usr/bin/env bash
	set -euo pipefail

	if [ "$#" -ne 1 ]; then
	echo "Usage: $(basename "$0") <newsletter_url>" >&2
	exit 1
	fi

	NEWSLETTER_URL="$1"

	<?php
	/**
	* Returns HTML to embed a tweet like publish.x.com would
	*/
	function embed_tweet_html(string $tweet_url) : ?string {
	// Encode the tweet URL for the query parameter
	$encoded_url = urlencode($tweet_url);

	// Construct the oEmbed API URL
	$api_url = "https://publish.twitter.com/oembed?url=" . $encoded_url;

	Maybe there's a symbol missing.

	The class 'NSOpenPanel' overrides the method identifier. This method is implemented by class 'NSWindow'
	Exception in thread "AWT-EventQueue-0" java.lang.UnsatisfiedLinkError: 'long com.frostwire.jlibtorrent.swig.libtorrent_jni.session_handle_find_torrent__SWIG_0(long, com.frostwire.jlibtorrent.swig.session_handle, long, com.frostwire.jlibtorrent.swig.sha1_hash)'
	at com.frostwire.jlibtorrent.swig.libtorrent_jni.session_handle_find_torrent__SWIG_0(Native Method)
	at com.frostwire.jlibtorrent.swig.session_handle.find_torrent(session_handle.java:95)
	at com.frostwire.jlibtorrent.SessionManager.find(SessionManager.java:452)
	at com.frostwire.bittorrent.BTEngine.download(BTEngine.java:303)
	at com.frostwire.gui.bittorrent.BTDownloadMediator.lambda$openTorrentFile$2(BTDownloadMediator.java:654)
	at java.desktop/java.awt.event.InvocationEvent.dispatch(InvocationEvent.java:318)

	# Makefile

	.PHONY: build release clean fmt check test install doc help tasks

	default: help

	# Default target (ensures formatting before building)
	build: fmt ## Build the project in release mode (runs fmt first)
	cargo build --release