Read "How I Built My Website" - Technical writing by Isaac Flath on software development, AI, and machine learning.

Read "The Future is Already Here (and it's in Japan)" - Technical writing by Isaac Flath on software development, AI, and machine learning.

Read "Learning from Failure: MonsterUI" - Technical writing by Isaac Flath on software development, AI, and machine learning.

Step-by-step example of the tool I use, how I use the UI, and how I use it agentically.

Make it code like you do. Turn generic AI assistants into coding partners that actually get your style and have the right context.

The Problem with grep for AI Agents

Mixedbread showed in their launch how much faster/better semantic search could make Claude code. Cursor also just announced semantic embedding support, and other agents are soon to follow. I got better quality with 1/2 tokens and almost 2x faster with mixedbread search. Learn what changed from the leading researchers in the space.

I ran an experiment to see how a powerful search tool could improve an LLM’s ability to understand a codebase.

The Problem with grep for AI Agents

An thorough and complete introduction to Quantization for Multi-Vector Search Architectures

Mixedbread showed in their launch how much faster/better semantic search could make Claude code. Cursor also just announced semantic embedding support, and other agents are soon to follow. I got better quality with 1/2 tokens and almost 2x faster with mixedbread search. Learn what changed from the leading researchers in the space.

I ran an experiment to see how a powerful search tool could improve an LLM’s ability to understand a codebase.

RAG famously (and incorrectly) written off as dead by many when agentic search became more popular for agentic coding. Recent advances in semantic search have dramatically outperformed agentic search. This engineering talk gives you the intuition and information to be an expert user.

Mixedbread showed in their launch how much faster/better semantic search could make Claude code. Cursor also just announced semantic embedding support, and other agents are soon to follow. I got better quality with 1/2 tokens and almost 2x faster with mixedbread search. Learn what changed from the leading researchers in the space.

RAG famously (and incorrectly) written off as dead by many when agentic search became more popular for agentic coding. Recent advances in semantic search have dramatically outperformed agentic search. This engineering talk gives you the intuition and information to be an expert user.

Air + Airpine JS prototyping with an AI Agent

Air + Airpine JS prototyping with an AI Agent

Hey this is Isaac, This week I was fixing some basic and classic async problems: a

I ran into a classic background task UI problem in my app this week.

I was excited to host Hugo in our course for a talk.

Learn to build better software and learn more with LLMs and AI agents.

OpenHands (and All Hands, the company behind it) set to push the envelope with an agentic software development platform, all while remaining fully committed to their open-source origins.

Learn all about modern search engine techniques like keyword, vector, semantic and LLM-enhanced search. In this course you'll implement different search techniques from scratch in Python everything from simple keyword search up to a fully functional Retrieval Augmented Generation (RAG) pipeline using the Gemini API.

Learn all about modern search engine techniques like keyword, vector, semantic and LLM-enhanced search. In this course you'll implement different search techniques from scratch in Python everything from simple keyword search up to a fully functional Retrieval Augmented Generation (RAG) pipeline using the Gemini API.

Search isn’t magic. It’s engineering. 80% of users won’t look past the top 5 results. If those results are bad, they leave.