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Enphase Energy and HomeAssistant
If you have Enphase solar PV and battery systems, it is relatively easy to integrate them with HomeAssistant. https://github.com/chinedu40/enphase_HA_REST_API Enabling Battery Calculations In Energy Dashboard This guide was written in September 2025 with...
ModernBERT
The original BERT paper came out in 2018, around 7 years ago at time of writing. However, it is still referred to and used as a strong baseline in a number of NLP tasks. ModernBERT was created by HuggingFace. ModernBERT is a drop-in replacement for use in prob...
ColBERT
ColBERT is a variation of BERT that is optimised for search/retrieval use cases which uses contextual late interaction. The pun is a name based on
Obsidian
I'm a big fan of Obsidian. I make use of a lot of it's features and capabilities. Configuration and Plugins Periodic Notes I use the periodic notes plugin to manage weeknotes. For weekly notes I use the format: YYYY/YYYY-[W]W having the year repeated ...
Less is More: Recursive Reasoning with Tiny Networks
Paper: https://arxiv.org/html/2510.04871v1 Abstract Hierarchical Reasoning Model (HRM) is a novel approach using two small neural networks recursing at different frequencies. This biologically inspired method beats Large Language models (LLMs) on hard puzzl...
Hierarchical Reasoning Model
Paper URL: https://arxiv.org/pdf/2506.21734 Code Repo: https://github.com/sapientinc/HRM HRM is an alternative to transformer architecture that is better able to reason. It outperforms transformer-based LLMs at ARC-AGI2 with only 27M parameters. Training ...
Claude Code
Using Claude Code with LiteLLM As per: https://docs.litellm.ai/docs/tutorials/claude_responses_api export env vars corresponding to your litellm proxy instance: export ANTHROPIC_BASE_URL="http://0.0.0.0:4000" export ANTHROPIC_AUTH_TOKEN="$LITELLM_MASTER_KE...
Anthropic
Anthropic is a silicon valley startup and AI company that develops and sells LLM models and LLM-based products and services. They also developed the Model Context Protocol for passing information between models. Key Information Founded as a competitor to Open...
Anthropic Claude 3 Opus
Overview Claude 3 Opus is Anthropic's most powerful model, designed for highly complex tasks that require the highest levels of reasoning and understanding. Capabilities Advanced reasoning and problem-solving Complex content creation and editing Comprehensive...
Delonghi Dedica
I've had my trusty dedica machine for over 11 years. It has taken a battering over the years but I still enjoy using it. Dedica EC680.M Manual.pdf
XTEInk4
The XTEInk4 is a budget e-ink ebook reader that is smaller and thinner than a modern smartphone. Crosspoint Reader On Github This is a community-provided open source reader firmware for the XTEink4 that can be flashed via the web flasher.
Cognitive Behavioural Therapy
CBT Techniques - Worry Time Reference Material Get Self Help Website https://www.getselfhelp.co.uk/
Ravpower Filehub RP-WD009
Manufacturer's Manual Installing OpenWRT You can install OpenWRT on Ravpower Filehub - instructions can be found on the OpenWRT Wiki here and archived here
Worry Time
Worry Time and Worry TreeThese are my personal notes from talking to a CBT professional. I am not a trained CBT professional so please do not blindly use these notes without speaking to someone who is.In a nutshell worry time and worry tree techniques allow us...
OpenCode
OpenCode is a tool for AI driven development. It allows you to set up a web-ui or a TUI and talk to an agent. You can also review outputs and directly run bash commands. OpenCode with LiteLLM LiteLLM provides a way to connect your environment to multiple dif...
Evaluating AGENTS.md: Are Repository-Level Context Files Helpful for Coding Agents?
Paper: 2602.11988 Authors: Thibaud Gloaguen, Niels Mündler, Mark Müller, Veselin Raychev, Martin Vechev Published: February 2026 Summary This paper evaluates whether repository-level context files (like ) actually help coding agents perform better on real-worl...
ZSH and Unraid
This set of instructions is 95% based on this reddit thread (see below for an archived version if the link doesn't work) Install un-get plugin (using plugin manager, copy and paste the raw link to the .plg from github) Install zsh: un-get update && un-get...
Node Python and Corporate Firewalls (ZScaler)
Node Custom CA Certificate Assuming the corporate CA certificate is already installed on your system, you can use export NODE_OPTIONS="--use-system-ca" to ensure that node applications use the corporate cert instead. Python Reference See ZScaler trust...