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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 5 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.
Deadlocks in C vs Rust: What Does Rust Really Prevent?
Deadlocks aren't prevented by compilers—but Rust adds safety guarantees that make writing deadlock-prone code harder. Here's how it compares to C.
?Sized: writing one function for both sized and unsized types
Understanding the role of ?Sized bounds in Rust trait definitions and leveraging them to create flexible functions that work with both sized and unsized types efficiently
Supertraits: enforcing a hierarchy of behaviours
Leveraging supertraits to establish behavior hierarchies and combining them with where clauses to optimize complex generic algorithms for performance and type safety
Making Traits Object-Safe for Rust's dyn Trait in Plugin Systems
Understanding object safety in Rust and refactoring traits for dynamic dispatch
Trait bounds or dyn Trait? Static and dynamic dispatch compared
Generics with a trait bound compile to static dispatch; dyn Trait compiles to a vtable lookup. What each costs, and how to choose.
Trait Bounds
Using trait bounds in Rust for type safety and performance in mathematical computations