Notes

22 configs, one MoE model (Qwen3.6-35B-A3B-NVFP4), one RTX 5090. Sweet spot: 96k context, fp8 KV cache, 2 parallel → 160 tok/s. Full write-up in the article.

The case for running models on your own hardware, even when the cloud is cheap.

Parakeet 1.1B beats Whisper Large-v3 on WER and speed for English long-form transcription.

Why the most reliable production agents look surprisingly unambitious.

Five local models against the same multi-step agent task on RTX 4090. Qwen 3.5 14B wins on tool-call reliability.

Why CLAUDE.md should be short, terse, and scoped.

For corpora under ~10k documents, Postgres full-text search matches pgvector on retrieval and answer quality.

How I keep memory alive across Claude Code sessions. Started as a few folders of markdown files. Now a 33 GB SQLite + Chroma stack plus a small file-based index.

Package reusable workflows as Claude Code skills - folder + SKILL.md, narrow scope, clear trigger.

Practical guide to running capable open-weight models on 16-32 GB RAM laptops with a half-decent GPU.

Three distinct approaches in late 2025 OSS image-gen: Flux.2 for complex scenes (32B, 24GB+ VRAM), Ovis Image for typography (7B), Z-Image Turbo for fast photorealism (6B, 8 steps).

FLIR-style thermal palettes downsized to 10 colors for DaVinci Resolve compatibility.

Jeremy Utley on collaborating with AI for better creative output.

Smartphone thermal modules and thermal-equipped phones compared.

Misconceptions about UV printing - environment, materials, quality, speed, cost.

Evolution solved seeing in wildly different ways across species, from simple light detection to complex vision systems.

Surveillance methods deployed at protests and practical countermeasures for data minimization.

Leaked system prompts reveal how major AI models are configured to behave.

Insights on the famous Soviet Helios 58mm f/2 lens known for its swirly bokeh.

Empfehlung für kochketo.de - informative Keto-Seite mit Grafiken, Erklärungen, Rezepten und druckbaren PDF-Listen keto-geeigneter Lebensmittel.

Windows 10 blue screen (BSOD) on USB write - SYSTEM_SERVICE_ERROR fix via registry

How to hack Youtube to watch videos faster than 2x using JavaScript in the browser console

A reusable JavaScript pattern for toggling element states and persisting them in localStorage.

Awesome CSS Layout Resources - fast effective css layout templates

Recreated button design with colored shadow offset effect, inspired by commonfoods.com.

Dr. Abe Davis's research on restoring sound from video by capturing sub-pixel vibrations in objects.

Magnet - a macOS window organizer that lets you move windows with hotkeys or dragging

SQL Database Editors - HeidiSQL and DBeaver, two awesome and free products for SQL editing

Extended version of the secure password generator with additional rules: no special chars at start/end, no double spaces.

An image shredder and simulated annealing unshredder using HTML5 Canvas.

Minimal JavaScript snippet for previewing an uploaded image file using FileReader.

Configurable secure JavaScript random password generator using crypto.getRandomValues instead of Math.random.

Tools for writing simple text in markdown and rendering it in the browser, with LaTeX Math support

Solutions for Python UnicodeDecodeError when working with UTF-8 encoded text

Dark theme button design with sign-in and subscribe buttons, inspired by MIT Technology Review.

Exploring optimized keyboard layouts like Workman and practicing typing to increase speed

Examples of different markdown table formats and alignment options in Markdeep.

A legacy PHP MySQL database driver class with query, connect, disconnect, and error handling methods.

A pure CSS toggle component that shows/hides content without JavaScript, using checkbox state.

A pure CSS toggle switch component with on/off states that conditionally shows content.

A pure CSS collapsible content section using a hidden checkbox to toggle visibility.

Notes on RDFa, Dublin Core, and semantic meta tags in HTML.

Fix for ModuleNotFoundError: No module named 'src' when running Python in VSCode

Comparison of JavaScript date libraries: moment.js, date-fns, and day.js by size and usage

date-fns JavaScript date library usage example

day.js JavaScript date library usage example

moment.js JavaScript date library usage example

A cool browser feature for marking/highlighting text in URLs using the text fragment syntax

Open-World-Action-Adventure in Night City - V als gesetzloser Söldner auf der Suche nach dem Unsterblichkeits-Chip.

A progression tree showing calisthenics exercise paths from basics to advanced skills.

Curriculum overview of the B.Sc. AI program at THD university, year 2021. Imported from old patrickgawron.com.

A web app by GCHQ for encryption, encoding, compression and data analysis -- overview of useful operations, examples, and offline usage.

How to Open .URL files in Ubuntu Linux

Praktische Tipps und Rehabilitationsübungen nach einer Meniskus- oder Kreuzbandplastik Knie-OP aus eigener Erfahrung.

A look at the edelkrone Surface one motorized photography slider - a smartphone-controlled tool for creative photo and video shots.

Anleitung zum Messen von Ketonen in verschiedenen Phasen der Ketose - von Urinteststreifen bis zum Blutzuckermessgerät GlucoMen LX Plus.

Photos and observations from the special cosmic event on July 27, 2018 - a lunar eclipse turning into a blood moon, with Mars shining bright nearby.

Multi-threaded 7-Zip with Zstandard, Brotli, Lz4, Lz5 and Lizard Compression support

Das Keto-Frühstück schlechthin: Bulletproof Coffee mit Butter und MCT-Öl.

Curriculum-Snapshot 7. Semester WI an der Technischen Hochschule Deggendorf: E-/M-Business, Screen Design, wissensbasierte Systeme, KI, Wissensmanagement, maschinelles Lernen, Agenten.

Umfassende Einführung in die ketogene Ernährung mit Erklärungen zu Ketose, erlaubten und verbotenen Lebensmitteln, und praktischen Tipps.

Einführung in die ketogene Ernährung: Was es ist, wie es funktioniert, erlaubte und verbotene Lebensmittel, und persönliche Erfahrungen.

Curriculum-Snapshot 5. Semester WI an der Technischen Hochschule Deggendorf: Content Management, Data Warehouse, IT-Sicherheit, Informatik-Controlling, ERP, Internetworking, Projektmanagement.