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Structured Logging in Go: A Practical Guide to log/slog

Posted on July 29, 2026July 30, 2026 teliaz

When production incidents happen, the first question is always “what went wrong?” The answer lives in your logs — but

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Cat Links Software Engineering

The Strategy Pattern in Go: Replacing Switch Statements with Interfaces

Posted on July 27, 2026July 28, 2026 teliaz

Every Go codebase has one: that function with a growing switch statement. It starts with two cases — a direct

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Cat Links Software Engineering

Test Doubles Demystified: Stubs, Spies, Mocks, and Fakes in Go

Posted on July 13, 2026July 14, 2026 teliaz

Automated tests that hit real databases, live APIs, and production file systems are slow, flaky, and expensive to maintain. The

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Cat Links Software Engineering

Mastering the Functional Options Pattern in Go

Posted on July 6, 2026 teliaz

Constructors in Go are simple when a type has one or two fields. But the moment you start building something

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Hermes Agent: The Self-Improving AI Agent from Nous Research

Posted on July 2, 2026July 2, 2026 teliaz

Hermes Agent is an open-source AI agent framework developed by Nous Research — the team behind the Hermes family of

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Cat Links Software Engineering

Effective Error Handling in Go: From `if err != nil` to `errors.AsType`

Posted on June 29, 2026 teliaz

Go’s error handling gets a lot of attention — and a lot of criticism. The familiar if err != nil

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Cat Links Software Engineering

The Specification Pattern in Go: Composable Business Rules Without the Spaghetti

Posted on June 15, 2026September 12, 2026 teliaz

Business rules have a nasty habit of multiplying. What starts as a simple if check grows into nested conditionals scattered

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Cat Links Software Engineering

GitHub Actions: Practical CI/CD Patterns for Production Workflows

Posted on June 11, 2026September 12, 2026 teliaz

Editor’s note (September 12, 2026): Every pattern below still holds. Action pins were refreshed to current majors — checkout v7,

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Cat Links Software Engineering

Rust 1.95 and 1.96: Copy Ranges, cfg_select!, and Pattern Matching Upgrades

Posted on June 10, 2026September 11, 2026 teliaz

Rust 1.95 and 1.96 landed within weeks of each other this spring, and together they bring a surprisingly impactful set

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Cat Links Software Engineering

The Strategy Pattern in Practice: Replacing Complex Conditionals with Composable Behaviors

Posted on June 1, 2026September 11, 2026 teliaz

Every codebase has one: a function that started as a simple if/else and grew into a 200-line switch statement with

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