Best AI Coding Assistant Tools For Developers (November 2025)
A comprehensive guide to choosing the right AI coding assistant for your workflow. Compare Cursor, Claude Code, GitHub Copilot, and more to find what actually fits how you work.

Gemini 3 Pro: Google's Latest AI Model Hits the Scene
Google drops Gemini 3 Pro with impressive benchmarks and real-world performance. We look at what the numbers say and what developers are actually experiencing.

Kimi K2 Thinking Review: Testing the Open-Source Reasoning Model on Real Code
I put Moonshot AI's new K2 Thinking large language model to the test on the Shuttle codebase to see if the hype around its reasoning capabilities holds up in practice

Testing Cursor Composer: The AI Coding Model Built for Speed
I spent a day testing Cursor Composer to find out what it's actually good at. Here's what I learned about its speed, capabilities, and limitations.

Cursor 2.0 is Out! Here is What's New
Cursor 2.0 brings their first coding model Composer, a reimagined agent-first interface, built-in browser testing, and parallel multi-agent workflows that change how we build software.

How to Build a Streamable HTTP MCP Server in Rust
Learn how to build and deploy a task manager MCP server using streamable HTTP transport in Rust. This guide covers the MCP protocol, real-time updates with SSE, and deployment to Shuttle for production use.

Launching an Army of Haiku 4.5 Agents
Using Sonnet 4.5 as an orchestrator to deploy multiple Haiku 4.5 agents in parallel. We build a new CLI feature for the Shuttle repository to demonstrate how parallel agent orchestration handles complex tasks faster and more cost-effectively.


Claude Code Best Practices - Use Claude to Its Full Potential
Learn how to maintain high-quality context and get consistently accurate results from Claude Code as your projects grow more complex

Shuttle MCP Server
How we improved the Shuttle MCP server to make AI agents more reliable, with better error handling and context for seamless deployment workflows

Building a Rust API with Claude Sonnet 4.5
Putting Anthropic's bold claim to the test by building a Rust API from scratch with Sonnet 4.5

Best AI Coding Tools for Rust Projects: IDEs vs Terminals
We tested seven AI coding tools on the same Rust project. See how each performed on speed, accuracy, and terminal vs IDE workflows.

How to Build a stdio MCP Server in Rust
Learn how to build MCP server in Rust using the rmcp crate. This MCP server development guide covers stdio MCP server creation, DNS lookup MCP implementation, and AI agent extension with Model Context Protocol Rust SDK.


AI Assisted Rust Development Environment Setup: Build Rust APIs in Minutes
Learn how to build a complete Rust API with AI in 5 minutes using Cursor, MCP servers, and Shuttle.

Building a Discord Summarizer bot with DeepSeek, Rig & Rust
Exploring real life use cases with AI, using DeepSeek and the Rig AI framework.
Building an arXiv Agent with Rig & Rust
Learn about using the Rig LLM framework to be able to create AI agents for assisted research via arXiv.
A Comprehensive Guide to the llm-chain Rust crate
Deep diving into the llm chain crate and leveraging Rust's version of Langchain
Implementing Semantic Caching with Qdrant & Rust
Using semantic caching for RAG in a Rust web service context and deploying it
Building Agentic RAG with Rust, Qdrant & OpenAI
Using GPT-4o, Qdrant and Rust to build an agentic RAG workflow in a web service and deploy it
Building AI Agents with Rust
Using GPT-4o and Rust to build AI agents in a web service and deploy them
Prompting AWS Bedrock with Rust
Prompting AWS Bedrock with Rust, looking at outputting both static and streamed GPT responses
AI Agents: Building AI Primitives with Rust
Building AI agents with OpenAI and Rust
Building your first AI tool in Rust
Writing a simple AI helper with Rust using llm-chain
Building a RAG Web Service with Qdrant and Rust
Diving into Retrieval Augmented Generation to help enhance your web applications
Semantic Search with Qdrant, OpenAI and Shuttle
Explore the process of creating a semantic search with Qdrant, OpenAI, and Shuttle. The article provides a detailed guide on indexing blogs, using OpenAI for document queries, and deploying a web application.

