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Author: teliaz

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Context Done Right: Cancellation, Timeouts, and Propagation in Go

Posted on July 27, 2026July 27, 2026 teliaz

Go’s context package is one of the most frequently used and frequently misunderstood parts of the standard library. It appears

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5 Trending GitHub Repos: Database CI/CD, Structured Shell, and Rust-Powered Linting

Posted on July 26, 2026 teliaz

Trending repositories on GitHub offer a window into what developers are actually building and adopting — not what vendors are

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Zellij: A Terminal Multiplexer That Actually Gets Out of Your Way

Posted on July 25, 2026 teliaz

If you’ve ever accidentally closed a terminal tab with a running process, or spent minutes reconstructing a complex kubectl pipeline

Continue readingZellij: A Terminal Multiplexer That Actually Gets Out of Your Way

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Container Image Scanning with Trivy: Catch Vulnerabilities Before They Ship

Posted on July 24, 2026 teliaz

Container images are your application’s most deployable artifact — and potentially its biggest attack surface. Every base image you inherit,

Continue readingContainer Image Scanning with Trivy: Catch Vulnerabilities Before They Ship

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The Open-Weight AI Surge: What GLM-5.2, Inkling, and Robotics Scaling Laws Mean for Developers

Posted on July 23, 2026 teliaz

The AI landscape moves fast. In the span of a few weeks, we’ve seen several notable model releases that push

Continue readingThe Open-Weight AI Surge: What GLM-5.2, Inkling, and Robotics Scaling Laws Mean for Developers

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Idempotency Keys: Making Your API Safe for Retries

Posted on July 22, 2026July 23, 2026 teliaz

Every web developer has been there: a user clicks “Submit Payment” and nothing happens. The spinner keeps spinning. They click

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The First AI-vs-AI Breach: How an Autonomous Agent Attacked Hugging Face and Why Open-Weight Models Saved the Day

Posted on July 22, 2026 teliaz

Something we’ve all been predicting finally happened. Hugging Face disclosed last week that they were hit by a security intrusion

Continue readingThe First AI-vs-AI Breach: How an Autonomous Agent Attacked Hugging Face and Why Open-Weight Models Saved the Day

Cat Links Software Engineering

The Strangler Fig Pattern: Incrementally Migrating Legacy Systems Without the Big Rewrite

Posted on July 21, 2026 teliaz

Every engineering team eventually faces the same daunting question: what do we do with the legacy monolith? The temptation is

Continue readingThe Strangler Fig Pattern: Incrementally Migrating Legacy Systems Without the Big Rewrite

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Event Sourcing in Practice: Building a System That Never Forgets

Posted on July 21, 2026 teliaz

Most systems today use CRUD: read the current state, modify a row, write it back. The database remembers where things

Continue readingEvent Sourcing in Practice: Building a System That Never Forgets

Cat Links AI News

Xiaomi-Robotics-1: When Scaling Laws Finally Arrive in Robotics

Posted on July 20, 2026July 21, 2026 teliaz

Robotics has a data problem. While language and vision models have ridden scaling laws to ever-higher capabilities, robot learning has

Continue readingXiaomi-Robotics-1: When Scaling Laws Finally Arrive in Robotics

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