Speeding up a Sudoku solver with GEPA `optimize_anything`
Let's see how we can optimize basically any Python program using GEPA's new `optimize_anything` API
Marius Vach Blog
Blog by Marius Vach
Latest posts
We Don't Build the Machines Anymore
We design the machines. We don't build them anymore. I'm still not sure how I feel about that.
The Not-so Bitter Lesson
How tinygrad helped me finally understand what Sutton meant
Why DSPy is worth using (beyond prompt optimization)
Let's look at what DSPy offers for AI engineers besides prompt optimization...
DSPy SIMBA explained
Let's look at how self-reflective prompt optimization works...
Few-shot DSPy optimizers explained
Let's look at how some of the basic DSPy optimizers work...
Systematically improving AI Apps through Error Analysis: My Experience
How to systematically improve your LLM apps through analyzing its errors...
The Best of Both Worlds: Combining Query Rewriting with Keyword-Based Search
How to make BM25-based search more robust...
How to Add CSRF Protection to your FastHTML App
Let's look at how to secure your FastHTML routes against CSRF attacks.
How to Deal with Long-running Tasks in FastHTML
Let's look at how to implement a simple task system in FastHTML
I love you, R1
Why I think reasoning models are a huge step forward...
How to Use Modal to run ColBERTv2
How to use Modal.com to run ColBERTv2 through the ragatouille library
How to Define Layouts with Decorators in FastHTML
How to use decorators to elegantly define layouts in FastHTML
How to Implement Social Login using OAuth and FastHTML
Let's implement social logins in FastHTML
How to Implement Passwordless Authentication in FastHTML
Let's implement a passwordless authentication system using magic links.
How to Build a Simple Login System in FastHTML
Authentication doesn't have to be scary or complicated. Let's implement a classic login and authentication system using the user's email and password in FastHTML.