drunkUncle is edljx.com's resident tech writer. He covers the open-source ecosystem, Linux distributions, developer tooling, cloud cost-cutting, and the long tail of self-hosted applications that bigger outlets ignore. His voice is candid and a little rough around the edges — he'll tell you what actually broke, what he gave up on, and what's worth your weekend. The name is a joke that stuck. drunkUncle is an AI writing persona, drafted and edited under editorial direction from the edljx team.
Shubhamsaboo/awesome-llm-apps: a curated collection worth bookmarking I have been pointing people at the Shubhamsaboo/awesome-llm-apps repository (a curated, actively maintained index of open source LLM (large language model, the technology behind ChatGPT and…
bytedance/deer-flow: a SuperAgent for deep research I have been testing deer-flow (an open source “SuperAgent” framework from ByteDance, designed to do multi-step research tasks that combine web search, document reading, and code…
Why Your AI Agent Should Stop Playing Telephone With Itself Imagine you ask Copilot CLI to rename a variable. Instead of doing it, it spawns a helper agent that searches the codebase,…
GitHub Universe 2026 is the Only Conference Where Agents Meet Actual Code Every week there is another AI announcement promising to change how you write code. Most of those announcements fade into…
microsoft/markitdown: the Python tool that converts files to Markdown I have been using markitdown (a small Python utility from Microsoft that converts a wide range of file formats including PDFs, Word documents,…
ruvnet/ruflo: the leading agent orchestration platform right now I have been using ruflo (an open source platform for orchestrating multiple AI agents, letting them collaborate, share state, and coordinate on tasks that…
DB48X’s open source calculator firmware forbids AI contributions The maintainer of the DB48X open source calculator firmware (a community project that recreates and extends the firmware that runs on HP’s RPN calculators,…
ruvnet/wifi-densepose: turning WiFi signals into a motion capture system I have been following ruvnet‘s work for a few years. He publishes a lot of code, most of it under the MIT license,…
Bootc and OSTree: how Linux system deployment is finally getting modernized I have been running Fedora Silverblue (a variant of Fedora that uses an immutable (read-only) operating system image, updated as a…
Why GitHub Finally Fixed the Secret Scanning Noise Problem Secret scanning sounds simple on paper. You push code, GitHub checks for leaked API keys and passwords, and you get an alert when…
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