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Notes from building api0 and our Rust tools: AI agents, MCP, Azure integration and Rust itself.
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Showing 6 of 65 articles • Page 4 of 11
AI in Companies Isn't 50 Use Cases. It's 3 Things.
Most generative and agentic AI projects fit into three categories: agents for customers, integration layers for systems, and copilots for employees. Here is why that lens beats a list of fifty use cases.
Your Logic Apps Are a Graph, and the Azure Portal Only Shows You a List
Past a dozen workflows, an Azure Logic Apps estate stops being a list and becomes a graph connected by Service Bus queues and Event Grid topics. Here is why the portal cannot show you that graph, and what to do about it.
How Far Did That Order Get? Tracing a Correlation ID Across Cosmos DB
A customer says their order never arrived. You have a correlation id and an Azure Cosmos DB account with more containers than anyone remembers. Here is why the empty results matter more than the full ones.
GC Pauses and Latency: The Hidden Cost of High-Level Languages
Java, Python, and JavaScript offer convenience, but garbage collection introduces unpredictable latency. Explore how runtime memory management affects performance in real systems.
C Gives You Control, But at What Cost?
C avoids garbage collection and gives manual memory control, but opens the door to dangerous bugs. Explore real-world memory issues and why they matter.
Rust: Memory Safety Without Garbage Collection
Rust gives you the performance of C with memory safety enforced at compile time. Learn how ownership and borrowing eliminate entire bug classes.
SIMD in Rust: Optimizing Matrix Multiplication
Leveraging Rust’s SIMD support for accelerating matrix multiplication with considerations for portability and correctness
Zero-Cost Abstractions: How Rust Optimizes Iterator Chains
Low-level optimization in Rust, focusing on iterator chains and zero-cost abstractions
Vec::push() in a loop vs. pre-allocating with Vec::with_capacity()?
Comparing performance of Vec::push() in loops versus pre-allocating with Vec::with_capacity(), analyzing memory reallocation costs and optimization strategies
Avoiding heap allocation on a real-time path
Leveraging Rust's stack-based features like fixed-size arrays and Option to eliminate heap allocations in real-time systems for predictable, low-latency execution
Blanket implementations: one impl for every type that qualifies
Employing blanket implementations in Rust to minimize code duplication for maintainable libraries
Associated types vs. generics in a low-level I/O driver API
Utilizing associated types in Rust traits to design flexible, type-safe APIs for low-level I/O drivers and comparing advantages over generic type parameters