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Software Development

5 articles

Python Type Hints: Make APIs Safer Without Losing Python's Flexibility

Software Development • 20 min

Python Type Hints: Make APIs Safer Without Losing Python's Flexibility

Adopt gradual typing in Python with precise public APIs, TypedDict, Protocol, generics, narrow Any boundaries, and practical type-checker rollout.

10/4/2026Read More →
Rust Ownership and Borrowing: A Practical Mental Model for Safe Systems Code

Software Development • 20 min

Rust Ownership and Borrowing: A Practical Mental Model for Safe Systems Code

Understand Rust ownership, moves, borrows, slices, and lifetimes by designing APIs that make invalid memory access hard to express.

10/4/2026Read More →
Go 1.27 SIMD: A Practical Guide to Portable Vector Code

Software Development • 22 min

Go 1.27 SIMD: A Practical Guide to Portable Vector Code

Use Go 1.27's experimental SIMD APIs safely with portable vector code, repeatable benchmarks, CPU fallback tests, and a measured production rollout plan.

10/3/2026Read More →
Python 3.10 End of Life: A Production Migration Guide

Software Development • 24 min

Python 3.10 End of Life: A Production Migration Guide

Migrate Python 3.10 services to a supported runtime with dependency audits, CI matrices, container rebuilds, canary rollout, observability, and rollback.

10/3/2026Read More →
Rust 1.99 C Variadic Functions: A Safe FFI Boundary

Software Development • 23 min

Rust 1.99 C Variadic Functions: A Safe FFI Boundary

Define C variadic functions in Rust 1.99, read VaList correctly, handle default promotions, contain panics, and test the ABI across supported targets.

10/3/2026Read More →
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