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Author: teliaz

Cat Links Software Engineering

Kubernetes Rolling Updates Done Right: Readiness Probes, maxSurge, and Zero-Downtime Deploys

Posted on August 21, 2026 teliaz

Kubernetes ships with a promise: change an image tag, and the platform replaces your pods gradually, keeping the old version

Continue readingKubernetes Rolling Updates Done Right: Readiness Probes, maxSurge, and Zero-Downtime Deploys

Cat Links Software Engineering

The Rust Borrow Checker Is Not Your Enemy: A Mental Model for Ownership

Posted on August 20, 2026August 23, 2026 teliaz

The first week of Rust usually ends with a very specific kind of frustration. Not with syntax, not with traits

Continue readingThe Rust Borrow Checker Is Not Your Enemy: A Mental Model for Ownership

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The Post-Training Era: GLM-5.3, Gemini 3.7 Flash, and the Week the Base Model Stopped Mattering

Posted on August 20, 2026 teliaz

Three model releases in ten days have made one thing clear: the frontier story of late 2026 is not bigger

Continue readingThe Post-Training Era: GLM-5.3, Gemini 3.7 Flash, and the Week the Base Model Stopped Mattering

Cat Links Software Engineering

Container Queries in CSS: Components That Finally Respond to Their Own Space

Posted on August 19, 2026 teliaz

Container Queries in CSS: Components That Finally Respond to Their Own Space Responsive CSS has always meant asking the viewport

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Cat Links Software Engineering

Caching Strategies in Distributed Systems: Cache-Aside, Write-Through, and Surviving the Thundering Herd

Posted on August 19, 2026 teliaz

Almost every service that survives its own traffic eventually grows a cache. The idea is simple: the database is slow

Continue readingCaching Strategies in Distributed Systems: Cache-Aside, Write-Through, and Surviving the Thundering Herd

Cat Links Software Engineering

API Versioning Strategies That Age Well: Headers, Paths, and the Art of Not Breaking Clients

Posted on August 18, 2026 teliaz

Somewhere between the first integration and the hundredth, every API team hits the same wall: the change you need to

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Cat Links Software Engineering

Property-Based Testing with Hypothesis: Generating Bugs You Never Wrote Tests For

Posted on August 18, 2026 teliaz

Most tests you have written answer a narrow question: does the code produce the expected output for this one input?

Continue readingProperty-Based Testing with Hypothesis: Generating Bugs You Never Wrote Tests For

Cat Links Software Engineering

SQL Window Functions in PostgreSQL: Running Totals, Rankings, and the End of Self-Joins

Posted on August 17, 2026 teliaz

Every reporting query has a moment where GROUP BY stops being enough. You need the aggregate and the row it

Continue readingSQL Window Functions in PostgreSQL: Running Totals, Rankings, and the End of Self-Joins

Cat Links Software Engineering

Error Handling in Rust: Result, ?, anyhow, and thiserror

Posted on August 17, 2026 teliaz

Every Rust developer eventually has the same moment: the code is logically correct, the types line up, and the compiler

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Cat Links Software Engineering

5 Trending GitHub Repos: Local Video Generation, Compile-Time Distributed Safety, and Git History Surgery

Posted on August 15, 2026 teliaz

Every week a handful of open source projects break out of the usual noise and start accumulating real traction. This

Continue reading5 Trending GitHub Repos: Local Video Generation, Compile-Time Distributed Safety, and Git History Surgery

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