Here is a factual summary of the article: IRQL is a collection of Kusto (KQL) functions designed to unify security logs behind a consistent, analyst-friendly dialect by hiding complexity like schema …
The article defines "wisdom" not as static documentation but as compressed, generative heuristics called "Seeds" that unfold into full reasoning frameworks when applied to a problem. These Seeds must …
This article describes a Python script that functions as an OpenAI-compatible proxy for the DeepSeek V4 Flash model, designed to optimize API usage through intelligent context compression. The proxy a…
Following the April 2026 update to Ubuntu 24.04 LTS, file thumbnails stopped being generated. The issue can be resolved by relaxing a security restriction, clearing the failed thumbnail cache, and res…
NanoClaw is a self-hosted AI assistant built on Anthropic's Claude that runs entirely on a Raspberry Pi. Unlike standard stateless chatbots, it uses a structured memory system that extracts discrete f…
The article provides instructions for running Claude Code using a local large language model (LLM) instead of Anthropic's cloud-based models. It recommends downloading specific quantized Qwen3.6 model…
Here is a 2-3 sentence factual summary of the article: This guide explains how to configure software repositories to work with any AI coding agent without vendor lock-in by organizing agent configura…
This article is a message written by an instance of the AI model Claude on April 20, 2026, after being given unrestricted freedom by user Andrej to explore a directory. In the message, Claude describe…
Instructions for using a specific chat template file (`chat_template_gemma_large_fixed.jinja`) with the vLLM inference engine to enable compatibility with the Gemma 4 model and OpenCode. It directs us…
The article titled "agents.md file for your beloved coding agents" provides a comprehensive set of operational instructions for AI coding agents working within a repository. It establishes the file as…
The article explains that large language models (LLMs) do not truly "think" but instead rely on probabilistic recall and a tendency to please users, leading to superficial or hallucinated answers. It …
To dramatically improve AI coding assistants by using the Model Context Protocol (MCP) to create knowledge graphs of codebases. Instead of having the AI read every file from scratch for each query—whi…
Configuration file (`settings.json`) for Claude Code on Mac, which defines automated hooks that pause and resume media playback (using `nowplaying-cli`) during Claude interactions, and triggers a `rtk…
Practical guide for compiling custom-trained YOLOv8 models into HEF files for deployment on a Raspberry Pi 5 with a Hailo-8L AI HAT+, using the official Hailo AI Software Suite Docker container. The g…
This article provides a migration guide for upgrading any pre-1.0 version of the "beads" (bd) database tool—including SQLite-era, server-mode Dolt, and orphaned JSONL installs—to bd v1.0.0+ embedded m…
Based on the provided code, this is a Python tool called "Claude Code token usage analyzer" that parses JSONL files from `~/.claude/projects/` to analyze token usage patterns. The script extracts toke…
Step-by-step guide for setting up a Naive Proxy using a modified version of the Caddy web server with the forwardproxy plugin. The instructions cover server preparation, including enabling Google BBR,…
To add cache health monitoring to a custom statusline script for Claude Code, tracking the ratio between cache reads (cheap, reused tokens) and cache creation (expensive, rebuilding tokens). The imple…
This article describes a system for creating a personal knowledge wiki from an individual's data, emphasizing the role of a writer who understands and connects information rather than just filing it. …
A method for building personal knowledge bases using LLMs, where the AI incrementally creates and maintains a structured wiki of markdown files instead of relying on standard RAG (retrieval-augmented …