peterwwillis

IOC: `iam_masscek/2.0` — undocumented AWS credential validation tool

TL;DR: A custom Boto3 user_agent_extra suffix, iam_masscek/2.0, observed validating stolen AWS credentials against a Thinkst Canarytoken. As of 2026-07-30 this string appears in no public threat feed, GitHub repository, or vendor report.

Observation

TurboQuant + llama-swap: 65K context on a single RTX 4080

Drop-in Dockerfile that builds TurboQuant llama-server and swaps it into llama-swap. One image, same config format, just add -ctk turbo3 -ctv turbo3.

Benchmarks: Qwen3.5-9B Q8_0 on RTX 4080 (16GB)

Metric	Stock llama.cpp	TurboQuant (turbo3)
Prefill	48.9 tok/s	4,176 tok/s
Decode	44.5 tok/s	18.2 tok/s

travis-local.md

Preconditions:

POSIX or Windows system

Install Docker

A GitHub repo that already builds on Travis

Postcondition:

	#!/bin/sh
	# Build llama.cpp on Ubuntu 24.04 with AMD GPU support

	sudo apt -y install git wget hipcc libhipblas-dev librocblas-dev cmake build-essential

	# ensure you have the necessary permissions by adding yourself to the video and render groups
	sudo usermod -aG video,render $USER
	# reboot to apply the group changes

	# run rocminfo to check everything is working thus far

	// Run code in Browser Console after enabling chrome debugging --
	// about:config => devtools.chrome.enabled => true
	// https://developer.mozilla.org/docs/Tools/Browser_Console
	try {
	var tabPromise = SyncedTabs._internal.getTabClients();
	tabPromise.then((arrDevices) => {
	if (arrDevices && arrDevices.length > 0){
	// Generate a string with the format of a bookmark export file
	var d, e, out = '<!DOCTYPE NETSCAPE-Bookmark-file-1>\n<META HTTP-EQUIV="Content-Type" CONTENT="text/html; charset=UTF-8">\n<TITLE>Bookmarks</TITLE>\n<H1>Bookmarks Menu</H1>\n<DL><p>\n';
	const escapeHtmlEntities = function(aText){return (aText \|\| '').replace(/&/g, '&').replace(/</g, '<').replace(/>/g, '>').replace(/"/g, '"').replace(/'/g, ''')};

	#!/usr/bin/env bash

	while [[ -n "$1" ]] ; do
	case "$1" in
	--minor)
	MINOR=true
	;;
	--major)
	MAJOR=true
	;;

	#!/usr/bin/env bash

	function get_headphones_index() {
	echo $(pacmd list-cards \| grep bluez_card -B1 \| grep index \| awk '{print $2}')
	}

	function get_headphones_mac_address() {
	local temp=$(pacmd list-cards \| grep bluez_card -C20 \| grep 'device.string' \| cut -d' ' -f 3)
	temp="${temp%\"}"
	temp="${temp#\"}"

	#!/usr/bin/env bash
	set -eo pipefail
	# from moby project - w/o go dependency (nailing amd64) and w/o jq dep (using
	# python)

	# hello-world latest ef872312fe1b 3 months ago 910 B
	# hello-world latest ef872312fe1bbc5e05aae626791a47ee9b032efa8f3bda39cc0be7b56bfe59b9 3 months ago 910 B

	# debian latest f6fab3b798be 10 weeks ago 85.1 MB
	# debian latest f6fab3b798be3174f45aa1eb731f8182705555f89c9026d8c1ef230cbf8301dd 10 weeks ago 85.1 MB

	from lxml import html, etree
	import datetime
	import requests
	import re
	import os
	import sys
	import unicodecsv as csv
	import argparse
	import json
	# from exceptions import ValueError