netrakc

🦀 Rust Engineer | Systems • Backend • Infrastructure
🚀 Building in public. Shipping real things.
⚙️ Performance • Distributed Systems • Developer Tools

[netrakc @netra_kc21]

🦀 Going deeper into Rust — from generics and memory management all the way to async, macros, unsafe Rust, and FFI.

Here’s what needs to cover:

Polymorphism with Generics & Traits
> Generics
> Traits
> Trait Bounds
> Super Traits
> Trait Objects
> Deriving Traits
> The Orphan Rule

Advanced Memory Management
> Concrete Lifetimes
> Generic Lifetimes
> Structs & Lifetime Elision
> Box Smart Pointer
> Rc Smart Pointer
> RefCell Smart Pointer
> Deref Coercion

Error Handling
> Unrecoverable Errors
> Recoverable Errors
> Propagating Errors
> Result & Option
> Multiple Error Types

Advanced Error Handling
> Custom Errors
> thiserror & anyhow
> error-stack

Functional Features in Rust
> Closures
> Function Pointers
> Iterator Pattern
> Iterators Over Collections
> Combinators

Concurrency / async / await
> Creating Threads
> Moving Values Into Threads
> Message Passing Between Threads
> Sharing State Between Threads
> Send & Sync Traits
> async/.await Basics
> Tokio Tasks
> CPU-Intensive Work
> Streams

Macros
> Declarative Macros
> Procedural Macros
> Procedural Macros — Function-Like
> Procedural Macros — Custom Derive
> Procedural Macros — Attribute-Like

Unsafe Rust
> Dereferencing a Raw Pointer
> Calling an Unsafe Function
> Implementing an Unsafe Trait
> Mutable Static Variables
> Inline Assembly
> FFI: C from Rust
> FFI: Rust from C
> FFI: Rust from Python

The deeper I go into Rust, the more I appreciate how ownership, types, traits, concurrency, and zero-cost abstractions all fit together.

Still learning. Still building. 🦀⚙️

Hey @X algorithm, connect me with Rust devs, systems programmers, and fellow Rustaceans! 🦀🤝

#RustLang #Rust #SystemsProgramming #Programming #Tokio #AsyncRust

[netrakc @netra_kc21]

@pshah_lab @X Sure

[netrakc @netra_kc21]

Hey @X Algorithm 🦀

I'm looking to #connect with people who are interested in:

🦀 Rust Lang
⚙️ Backend Dev (Axum, Actix)
🌐 WebAssembly / Frontend (Leptos, Yew)
📱 App Development (Tauri)
🧩 Fullstack Rust
🤖 AI/ML (Candle, Burn)
📊 Data Science (Polars)
🚀 DevOps & CLI Tools
🧠 DSA & Leetcode in Rust
✨ Vibe coding 💼 Freelancing
🔨 Building in public

If you're into any of these, let's connect!

#rustlang #rust #webdev #programming #opensource #100DaysOfCode #buildinpublic #devcommunity

[netrakc @netra_kc21]

@mrtbrgl Hello

[netrakc @netra_kc21]

@vincenzo_naked @X That’s fine see you. me, Just started building software related to harnessing ai so

[netrakc @netra_kc21]

Thanks! The first task is to have Forge recognize the project before any modification.

The agent will do indexing of the repository, analysis of its AST, mapping dependencies, and analyzing compiler diagnostics for the issues. Next, it'll suggest solutions, modify based on approvals, execute tests, and validate the results.

More long-term, I'm working on systems engineering topics: visualization of architecture, impact analysis of changes, concurrency debugging, and failure reproduction testing.

The end result is an AI agent that does not only produce code, but also assists in understanding, debugging, and validating systems.

[netrakc @netra_kc21]

🦀 Building Forge — an AI Developer Agent with Rust, Tauri 2 & Leptos 0.8.

Today's progress:

> Built a VS Code-inspired desktop layout from scratch
> Implemented reactive sidebar navigation
> Integrated macOS native folder picker via Tauri IPC
> Opened a real local Rust project
> Displayed the selected project name and path
> Synced project selection with the status bar

Next: Recursive file explorer, code viewer & AI agent integration.

From an empty window to a working desktop application.

Building in public, one milestone at a time. 🚀

#RustLang #Tauri #Leptos #BuildInPublic

[netrakc @netra_kc21]

I chose Leptos mainly for its fine-grained reactivity. Unlike React’s component re-rendering model, Leptos updates only the DOM nodes that depend on changed signals, reducing unnecessary re-renders and reconciliation overhead.

It also offers end-to-end Rust type safety, shared types between frontend and backend, and built-in server functions through #[server] without needing a separate framework like Next.js.

That said, performance and bundle size depend on the application. For Forge, Leptos gives me a cleaner, Rust-first architecture with fewer abstraction layers.

[netrakc @netra_kc21]

🚀 Building in public: Forge 🦀

An open-source AI-powered desktop developer agent built with Rust!

> Tauri 2 + Leptos + tokio + serde + anyhow
> Fast code search with ripgrep
> AI-powered debugging
> Secure Cargo execution
> One ambitious project.

🦀 Rustaceans, what feature would YOU love to see?

Follow along, share your ideas & let's build something awesome together!

#RustLang #BuildInPublic #OpenSource #AI #rust #tauri #leptos

[netrakc @netra_kc21]

@cheaf25master Rust

[netrakc @netra_kc21]

Rust is not just a programming language, rather it is becoming a lifestyle 🦀.

Memory safety without garbage collection.
Fearless Concurrency.
Zero-cost abstractions.

Once someone go on Rust, never go back.

#RustLang #Programming #AI

[netrakc @netra_kc21]

@OrbanPeter3 @X Sure.

[netrakc @netra_kc21]

Hey @X Algorithm 🦀

I'm looking to #connect with people who are interested in:

🦀 Rust Lang
⚙️ Backend Dev (Axum, Actix)
🌐 WebAssembly / Frontend (Leptos, Yew)
📱 App Development (Tauri)
🧩 Fullstack Rust
🤖 AI/ML (Candle, Burn)
📊 Data Science (Polars)
🚀 DevOps & CLI Tools
🧠 DSA & Leetcode in Rust
✨ Vibe coding
💼 Freelancing
🔨 Building in public

If you're into any of these, let's connect!

#rustlang #rust #webdev #programming #opensource #100DaysOfCode #buildinpublic #devcommunity

[netrakc @netra_kc21]

@annasoreskin @X sure.

[netrakc @netra_kc21]

@HosseinGorji021 @X Exactly, Rust + AI + DevTools is a great stack and fun way to build with. Great to connect with builder. Happy to compare notes.

[netrakc @netra_kc21]

🦀 Rust error handling be like:

Manual:
~40 lines of Display + Error boilerplate 😩
thiserror:

Same result. 90% less code. ✅

Use thiserror for libs, anyhow for apps.

#rustlang #rust #coding #programming #webdev #100DaysOfCode #devcommunity

[netrakc @netra_kc21]

🦀 TIL why Rust has both PartialEq and Eq:

f64: impl PartialEq ✅
f64: impl Eq ❌

Because NaN != NaN 🤯

PartialEq = "equality that might not be reflexive"
Eq = "full equivalence relation" (reflexive, symmetric, transitive)
Floats can't promise x == x. So they get PartialEq only.

Rust's type system encoding math facts → chef's kiss 👨‍🍳💋

#rustlang #programming #software #ai #openai #rust #system #programming

[netrakc @netra_kc21]

Hey 👋

@X algorithm, help me connect with people interested in:

🦀 Rust
💻 Backend & Systems Programming
🌐 Full Stack Development
⚙️ DevOps & Cloud
🧠 AI/ML & Data Science
🔐 Web3 & Cybersecurity
🧩 Algorithms & LeetCode
🚀 Startups & Building Products
💼 Freelancing & Open Source

If you're building, learning, or experimenting in any of these areas, let's connect and grow together.

#Rust #RustLang #Programming #Backend #DevOps #AI #OpenSource #SoftwareEngineering

[netrakc @netra_kc21]

Transformers changed AI because they gave machines a powerful way to model relationships between pieces of information through attention.

But we should be careful about one assumption:

Better prediction ≠ human-like understanding.

Scaling transformers may take us further—but understanding intelligence may require something fundamentally different.

#AI #Transformers #DeepLearning #AGI