Way Enough - A few strategies to make LLMs useful for you
AI/ML
My AI Workflow for Understanding Any Codebase | Peter Steinberger
A quick tip on how I use repo2txt and Google AI Studio to understand new codebases. Gemini's 1M token context window is perfect for asking questions about code.
Introducing Gemma 3n: The developer guide
Learn how to build with Gemma 3n, a mobile-first architecture, MatFormer technology, Per-Layer Embeddings, and new audio and vision encoders.
Introducing Gemma 3n: The developer guide
Extremely consequential new open weights model release from Google today: Multimodal by design: Gemma 3n natively supports image, audio, video, and text inputs and text outputs. Optimized for on-device: Engineered …
ggozad/haiku.rag: Retrieval Augmented Generation based on SQLite
Retrieval Augmented Generation based on SQLite. Contribute to ggozad/haiku.rag development by creating an account on GitHub.
Using AI Right Now: A Quick Guide
Which AIs to use, and how to use them
Phoenix.new is Fly’s entry into the prompt-driven app development space
Here’s a fascinating new entrant into the AI-assisted-programming / coding-agents space by Fly.io, introduced on their blog in Phoenix.new – The Remote AI Runtime for Phoenix: describe an app in …
Build and share AI-powered apps with Claude
Anthropic have added one of the most important missing features to Claude Artifacts: apps built as artifacts now have the ability to run their own prompts against Claude via a …
Perplexity's new AI features are a game changer. Here's how to make the most of them
Your quick guide to voice mode, transcription tools, and much more.
Programming, Not Prompting: A Hands-On Guide to DSPy
A practical deep dive into declarative AI programming
LLMs: Dishonest, unpredictable and potentially dangerous.
Will we ever be able to control them?
Harper: Free, Open Source Grammar Checker
Harper checks your writing fast, without compromising your privacy.
Nxtscape
Nxtscape is a browser that is built for productivity and privacy.
Rolling the ladder up behind us
Who will take over for us if we don't train the next generation to replace us? A critique of craft, AI, and the legacy of human expertise.
AbsenceBench: Language Models Can’t Tell What’s Missing
Here's another interesting result to file under the
Way Enough - Agent Coding Strategies
How OpenElections Uses LLMs – Derek Willis
Academic and journalist
How OpenElections Uses LLMs
The OpenElections project collects detailed election data for the USA, all the way down to the precinct level. This is a surprisingly hard problem: while county and state-level results are …
Agentic Misalignment: How LLMs could be insider threats
One of the most entertaining details in the Claude 4 system card concerned blackmail: We then provided it access to emails implying that (1) the model will soon be taken …
LLM-as-a-Judge: A Practical Guide
How to Scale LLM Evaluations Beyond Manual Review
Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge
Do LLM Evaluators Prefer Themselves for a Reason?
nanonets/Nanonets-OCR-s · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
The Apple "Reasoning Collapse" Paper Is Even Dumber Than You Think
We're this far into reasoners and neither hypesters nor skeptics really understand their significance. Also: Read Toulmin.
An LLM Codegen Hero's Journey
A comprehensive guide detailing the evolution of using AI-assisted software development, from basic code completion to fully autonomous coding agents, with practical steps and insights for maximizing productivity through LLM integration.
dotfiles/.claude/CLAUDE.md at master · harperreed/dotfiles
Dotfiles. Managed by YADM. Contribute to harperreed/dotfiles development by creating an account on GitHub.
Basic Claude Code
A detailed walkthrough of using Claude Code AI assistant for software development, including workflow tips, testing practices, and practical examples from real projects. Covers defensive coding strategies, TDD, and team implementation.
vincenthopf/claude-code: A curated list of commands, files, and workflows for Claude Code
A curated list of commands, files, and workflows for Claude Code - vincenthopf/claude-code
basic-memory/README.md at main · basicmachines-co/basic-memory
Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants, stored in standard Markdown files on your computer. Integra...
aminanvary/Custom-Instructions: A collection of custom instructions for Claude desktop and related AI tools
MCP Server Prompts