Artificial intelligence applied to real work: agents, automation, tools and pipelines I use every day to produce more with less friction. No abstract AI talk — I cover Claude Code, Obsidian with semantic search, pipelines that write and publish content, self-correcting agents. What I build, what I break, and what I learn along the way.
Ask an AI what people are saying RIGHT NOW and you often get a mix of Google results, stale knowledge, and four links with no context. Last 30 Days collects recent conversations from Reddit, X, YouTube, TikTok, Hacker News, GitHub, and other sources, ranks them by engagement, and makes the agent turn them into linked […]
Last 30 Days: Social Research Across 15+ Platforms Leer más »
Your website has two types of visitors: humans and AI agents. You're only optimizing for one of them, and it's not the one that's growing fastest. Cloudflare, one of the largest internet infrastructure networks in the world, has been making it clear for months: the agent-native web is already here. Infrastructure deployed, running in production. […]
Every week another tool appears promising to simplify AI visual generation: most are polished interfaces sitting on top of someone else's API and a monthly fee. HeliosGen is a free, open-source desktop app that builds visual pipelines for AI image and video generation, no coding required, no subscriptions. The question is whether it holds up […]
HeliosGen: Free Open-Source AI Visual Pipeline App Leer más »
Tested I Have ADHD, the open-source Claude Code skill. See what it actually changes, where it falls short, and whether it's worth a try.
Omarchy bundles Arch Linux, Hyprland, and AI agents into one opinionated setup. Real user feedback, known issues, and a testing checklist before you migrate.
If you game on Linux, you know the drill: open Steam for some titles, Lutris for others, Heroic for Epic games, Faugus for the rest. A mess of apps where none of them know the others exist. Omakade is an open-source launcher that brings all your games into a single native library for Omarchy, and […]
Omakade: The Linux Launcher That Unifies All Your Games Leer más »
OpenAI just published a model that scores 100% on an exploit-creation benchmark. Without breaking a sweat. GPT-6 Astra is the first AI model its own creator classifies as "critical" in cybersecurity capability, and the implications go well beyond the IT department. TL;DR: The No-Fluff Summary 100% on ExploitBench: Astra scores perfectly on the exploit-creation benchmark […]
GPT-6 Astra: OpenAI's First 'Critical' Cybersecurity AI Leer más »
Google just dropped its answer to Canva and Adobe Express, and it did so where you'd least expect it: inside the very Workspace tools your team already uses every day. It's called Google Pics, it generates and edits images with AI, and the real play is different: eliminate steps. Make design stop being the bottleneck […]
A plugin that drops OpenAI Codex inside Claude Code to review the plan before a single line gets written. Claudex Loop runs on a simple and brutal premise: the model that builds should never review its own work. The idea makes perfect sense. But between the idea and your monthly bill, there is a minefield […]
Anthropic just dropped Claude Fable 5.1 alongside Mythos 5.1, and half the internet has lost its mind. The model outperforms Opus 5 on published benchmarks, holds the same per-token price, and cuts memory read costs from one dollar to twenty-five cents. Everyone's celebrating. But if you run Claude in production, you know benchmarks are just […]
Claude Fable 5.1: Better Than Opus 5 in Production? Leer más »