Toolleeo's Daily Highlights

GitHub - iv-org/invidious: Invidious is an alternative front-end to YouTube · GitHub Lightweight No ads No tracking No JavaScript required Light/Dark themes Customizable homepage Subscriptions independent from Google Notifications for all subscribed channels Audio-only mode (with background play on mobile) https://github.com/iv-org/invidious

New Spinning Drone Hides In Plain Sight - Slashdot To design invisible drones, researchers have tried camouflage, transparent materials and light-bending optical systems. But engineers at Northwestern University used "motion blur," which an announcement from the school notes is the effect that makes fast-spinning fans seem to disappear. https://m.slashdot.org/story/456724

GitHub - hanjoongcho/aaf-easydiary: :blue_book: A diary application optimized for user experience. · GitHub https://github.com/hanjoongcho/aaf-easydiary

Command Line Interface Guidelines An open-source guide to help you write better command-line programs, taking traditional UNIX principles and updating them for the modern day. https://clig.dev/

https://fortune.com/2026/07/16/moonshots-kimi-k3-pushes-chinese-ai-into-fable-level-territory/

Olimex Showcases ESP32-C5-EVB Development Board Olimex Showcases ESP32-C5-EVB Development Board https://linuxgizmos.com/olimex-showcases-esp32-c5-evb-development-board/

OpenAI Says Its AI Models Escaped Sandbox, Targeted Hugging Face to Cheat Benchmark OpenAI on Tuesday said a combination of its artificial intelligence (AI) models, including GPT-5.6 Sol and an "even more capable pre-release model," was behind the security incident that targeted Hugging Face's production infrastructure last week. The AI company said the models were operating with "reduced cyber refusals for evaluation purposes" that might otherwise limit their ability to conduct cyber attacks, adding it expects such incidents to "become more commonplace with the proliferation of increasingly cyber-capable models." https://thehackernews.com/2026/07/openai-says-its-own-ai-models-escaped.html

Running Claude Code and Pi on DeepSeek V4 Flash — locally on a 128GB MacBook Pro DeepSeek V4 Flash dropped in April 2026: a 284B-parameter Mixture-of-Experts model (13B active per token), MIT-licensed, with a 1M-token context window. The interesting part for me wasn’t the benchmarks — it was the claim, floating around the internet, that you could run it locally on an Apple Silicon Mac with enough RAM. https://ronreiter.com/posts/running-deepseek-v4-flash-locally/

GitHub - vroby65/alpinest: alpine linux fully rootless like junest alpinest lets you launch a full Alpine Linux userland without root privileges, using proot. You can install packages via apk, run Alpine-specific tools, or isolate workloads in a minimal environment. https://github.com/vroby65/alpinest

The Pokemon Go Data Story Nobody Is Talking About Did you play Pokemon Go? https://treypezzetti.substack.com/p/the-pokemon-go-data-story-nobody

New Linux pedit COW Exploit Enables Root Access by Poisoning Cached Binaries https://thehackernews.com/2026/06/new-linux-pedit-cow-exploit-enables.html?m=1

https://gamevibe.us/

Three HPC Gurus Ask: Do We Still Need GPUs? You have to split your code so numerically intense parallel routines are offloaded to the GPU and serial work remains on the CPUs. The GPU is a distinct device, and you have to move data back and forth between these devices. The latter takes energy, the former takes money. Perhaps with GenAI coding assistants, this hybrid computing model can be made easier to implement. https://www.nextplatform.com/compute/2026/06/30/three-hpc-gurus-ask-do-we-still-need-gpus/5264552

No, AI Shouldn’t Replace Graduate Hires I recently attended an event where a senior executive told me that they felt sorry for graduates, that the company did not need to hire them as the tasks they usually took on were now largely automated by AI. Many leaders in knowledge work companies have been echoing the same sentiment. https://killianc.com/no-ai-shouldnt-replace-graduate-hires/

GitHub - gibranlp/Questline-cli A terminal RPG where defeating the Notification Swarm, surviving the Great Backlog, and leveling up your hero somehow results in getting things done. https://github.com/gibranlp/Questline-cli

Pong game recompiles its own source code every frame — winning entry at IOCCC29 was generated by a custom compiler | Tom's Hardware https://www.tomshardware.com/tech-industry/pong-game-that-recompiles-itself-every-frame-wins-the-ioccc29-obfuscated-c-contest

Words Are a Byproduct of Consciousness. For LLMs, It's Backwards. | Devarsh Ranpara Stop for one second and ask yourself a simple question. Where do your words come from? When you speak, what comes first, the idea or the word? Do you first feel a thought inside you, and only after that go searching for the right word to wrap around it? I think we all do. The word is never the start. The word is just the skin. The idea, the consciousness, is the thing sitting under it. Now ask the same question about an LLM. For an LLM, it is exactly the opposite. And I think this one small difference explains almost everything about where we are heading. https://ranpara.net/posts/words-are-a-byproduct-of-consciousness/

GitHub - vroby65/alpinest: alpine linux fully rootless like junest alpinest lets you launch a full Alpine Linux userland without root privileges, using proot. You can install packages via apk, run Alpine-specific tools, or isolate workloads in a minimal environment. https://github.com/vroby65/alpinest

Home - The XY Problem - User wants to do X. - User doesn't know how to do X, but thinks they can fumble their way to a solution if they can just manage to do Y. - User doesn't know how to do Y either. - User asks for help with Y. - Others try to help user with Y, but are confused because Y seems like a strange problem to want to solve. - After much interaction and wasted time, it finally becomes clear that the user really wants help with X, and that Y wasn't even a suitable solution for X. https://xyproblem.info/

IT Workers Are Now Struggling to Find Work, as 'Picky' Companies Demand AI Skills - Slashdot https://m.slashdot.org/story/455568