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DSL to Code -- mistakes I've made
I really like langgraph because a lot of times I think of problem workflows in terms of a graph, and langgraph is a language for that.
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'How to Solve It' and the solveit platform
Taking the solveit.answer.ai course which is somewhat based on the book “How to Solve It” by George Polya, written in 1945.
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A 'solveit' agent guides a coding agent
The solveit course, platform, and the How to Solve It book have changed my view of coding.
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MCP
Trying out https://github.com/modelcontextprotocol/servers
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Coding with a Software Design Agent
While it’s great to see AI assisted coding, it doesn’t feel right. I should be designing with the assistant, and occasionally coding functions that cannot be generated.
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Running Local LLMs
The next computer I get will have much more memory, just so I can run local LLMs. Local LLM gives the option of developing LLM application entirely locally, then switching...
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Hey, George
Hey George. The blog posts are mostly half-baked ideas, though a few are more baked than others.
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No Magic, Prepare the Data
One common problem is when LLMs drift off course. For example, you are in the middle of a complex coding problem, making great progress. Then suddenly unrelated code is added...
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langgraph-codegen PyPI package
Started on a UI for a Theory of Mind conversation analyzer. Came up with a nice UI using websim.ai, then started converting that to FastHTML.
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Theory of Mind
The best implementation on a more human model was more than a year ago, from these guys – today I’m trying an implementation of this in langgraph.
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One Function to Do Everything
Was looking at trustcall yesterday, and what it does for JSON responses from LLMs is a very general solution. Trustcall automates getting valid data from sloppy LLM responses, fixing things...
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Wandering Models
During the pandemic, I was looking into machine learning in my ‘spare time’. I was still working, so my time was limited. I ran across this fastai course, and the...
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Humanize the Model
It’s quiet here in Joshua Tree. The days have 36 hours.
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Expanding Universe of Programmers
This is the part where I predict the future.
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Simplifying LangGraph
This is one of those projects that started as a simple idea, and then grew into something bigger.
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Why Blog
Why am I blogging?
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Agents
Reasoning Assistants
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Retirement Projects
This is how I’m spending my retirement, learning how to live with reasoning assistants.