functional programming

A collection of 42 posts

F#

Anatomy of a Reactive Agentic AI System: The Life of a Request in MOTHER

In my previous post, “Agentic AI, Built on Functional and Reactive Principles,” I outlined the philosophy behind our MOTHER architecture - the why behind choosing functional programming and reactive, event-driven design as our foundation. Now, let’s explore the what - how those ideas look in a live system. Unlike

F#

Agentic AI, Built on Functional and Reactive Principles

Our team has been building reactive systems grounded in functional principles for years now. A system that is event-sourced, event-driven, non-blocking, resilient, and elastic can feel esoteric at first - daunting to imagine and harder still to commit to. But by front-loading that complexity at the foundation, the long-term benefits

F#

F# Discriminated Unions with SQL Enumerations

💡This post is part of F# Advent Calendar 2024. Having worked extensively with both C# (including Entity Framework) and F#, I've found that F# allows us to elegantly model the business domain while seamlessly bridging the gap between code and database. In this post, I'll outline

F#

Cross-Boundary ADTs

Modeling a domain with algebraic data types (ADTs) is a powerful, expressive way to design code that is both concise and readable. Too often, code that does too little with too many lines negatively impacts readability and maintainability. ADTs, when supported by a language, provide a way to do more

lambdakure

Haiku

Through the skilled use of literary devices such as juxtaposition, haiku can convey more in 17 syllables or less than an entire paragraph of prose. The writer can encapsulate a moment's entire scene, allowing the reader to unpack it with vast interpretation - all within the confines of

functional programming

Stacks

A few stacks that come to mind for that next web app project. * Full stack Rust with WASM * Full stack F# with Fable and a typical JS library on front-end * Elixir with Pheonix * Gleam with Pheonix * Full stack F# with Bolero (F# WASM) * Any of the above backends with Flutter

functional programming

The Myth of OOP/FP Compatibility

It’s a common misconception that choosing between Object-Oriented Programming (OOP) and Functional Programming (FP) is a false dilemma, suggesting that practitioners can seamlessly integrate both paradigms. But this is like saying that stick-built homes and steel-built homes are compatible because they both end up looking the same, or that

F#

Choosing Elegance: The Case for F# in Application Development

This post is for Day 6 of F# Advent Calendar. We all know the go-to languages for most companies in application software development: Java, C#, TypeScript, and Python, to name a few. There's obviously nothing wrong with using these ubiquitous languages, but there's a tendency to

ruminations

Adaptability

In software development, the lure of the latest fad can be intoxicating. Whether it's an influential thought leader extolling the virtues of their favorite project management methodology, or the notion that enterprise software must be built with the hot language or framework, it's easy to find

ruminations

Abstraction, Again

In normal life situations there is always the possibility that something will get in the way of logic working perfectly. We might think that, logically, one plus one is always two, but in real life some aspect of the objects in question might get in the way. If someone gives

react

React and Functional Programming

💡As I was planning this post, I looked around to see if anyone else had written on this and indeed someone has in this this post, and I recommend it. I decided to add to the topic rather than restating what was said there. The introduction of hooks in React

functional programming

Functional Basics: First Class Functions

In functional programming, the concept of first-class functions is fundamental. A function is considered to be a first-class citizen if it can be treated like any other value. This means that, similar to other values, functions can be assigned to variables, stored in data structures, passed as arguments to other

F#

Ray Tracer Challenge in F#

Notes from my README. This repository is a for-fun project I'm working on as I have some free time. I'm going through Jamis Buck's book ray tracer challenge, which is a language-agnostic book on how to build a ray tracer, guiding primarily through cucumber-style

functional programming

Functional Basics: Expressions

The journey to master functional programming involves shifting one's approach of even the simplest problems. It is a different paradigm after all. But don't be intimidated, because this journey is best travelled by embracing small shifts in thinking. Unlearning small things and learning other (perhaps smaller)

functional programming

Functional Basics: Identity Function

The identity function is an unassuming little function with a signature of 'a -> 'a. It returns the value of the argument it's given. At first glance it can seem rather pointless but it serves a purpose in both practical and theoretical contexts. The identity

F#

Modeling Domain Logic With Algebraic Data Types

There are a number of ways one might approach designing the logic of a domain problem. Most enterprise software engineers may be accustomed to modeling the problem using object-oriented programming, where classes encapsulate behavior and data. In this approach, the design often reflects the use of various design patterns, such

F#

Mapping Database Values to Discriminated Unions for Domain-Driven Design

Let's explore two strengths of F# and their application in a typical enterprise app, using an example that is relevant to any subscription-based service - working with a user's subscription status in both the code and the database. The first strength is it's focus

F#

Composable Database Connection Middleware with Giraffe

If someone is new to Giraffe and approaching it with familiarity of the built-in .NET server utilities, then utilizing the compose combinator ( >=>) may take some getting used to. This post will explore using the compose combinator through utilizing it to supply http route handlers with a database connection.

F#

Domain-Driven Microservices with F#

It is well-known, or at least well-documented, that F# is an excellent language for doing type-driven development using domain driven design, although it may be less well known that F# is an excellent language for microservices. Indeed, microservices benefit greatly from F#'s typesystem - making it easy to

game development

Godot 4 and F#

Update: After beginning to make a game, it turned out not to be as straightfoward as this post implies. Primarily because Godot 4 requires that the C# class be a partial class extending the corresponding Godot entity. F# doesn't have a direct translation of partial classes as far

F#

Flutter State in F# with Fable and Redux

Fable 4.0 is on the horizon 🎉 and with it comes the ability to compile F# code to Dart. Although Fable 4 is still pre-release, the Dart compilation works great - so great that I was able to migrate the entirety of my Redux state management in a Flutter app

F#

Function Composition vs Pipelines

A composed function can be thought of as being more generalized than a pipeline, as a pipeline needs a value to start with while a composed function receives an argrument directly. let clickHandler (value: string) = value |> parse |> sanitize |> serialize |> sendPayload The function above takes an argument,

functional programming

Function Application

Consider this function: let makeName (firstName: string) (lastName: string) = $"{firstName} {lastName}" Let's apply it different ways with and without pipes, and with and without partial application. Application without pipeline: let name = makeName "Bob" "Vila" Partial application without pipeline: let applyLastName = "Bob&

F#

.NET 6 Minimal API with F# and Giraffe

Here's my setup for an F# .NET 6 minimal API. Start by opening up the main modules we'll be using in Startup.fs (or Program.fs as I tend to name it). open System open System.Text open Dapper open Microsoft.AspNetCore.Builder open Microsoft.AspNetCore.

reactive programming

Reactive Programming - Tower Defense for Data

Following a reactive approach to development is like setting up defenses in a tower defense game. You set up your pipeline of operators,  each with its own skill and its own preferred target - and that’s it. Allow  the application to send in the events and watch the operators