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Author: teliaz

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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

Continue reading5 Trending GitHub Repos: Database CI/CD, Structured Shell, and Rust-Powered Linting

Cat Links Software Engineering

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

Cat Links Software Engineering

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

Cat Links AI News

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

Cat Links Software Engineering

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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Cat Links AI News

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

Cat Links Software Engineering

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

Cat Links AI News

Kimi K3: Moonshot AI’s 2.8 Trillion Parameter Open-Source Behemoth

Posted on July 17, 2026July 20, 2026 teliaz

Moonshot AI has just dropped Kimi K3, and it’s a monster. At 2.8 trillion parameters, it’s the world’s first open-source

Continue readingKimi K3: Moonshot AI’s 2.8 Trillion Parameter Open-Source Behemoth

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