#DevOps practices
176 related articles
Tech Frontiers·1 min
Run runn GitHub Action v0.57.2 Released: A Lightweight API Scenario Testing Automation Tool
GitHub Action "Run runn" updated to v0.57.2, enabling automated API test scenario execution in CI/CD pipelines. Learn about runn's features and integration.
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Product Reviews·2 min
Deep Dive into Lingo.dev v1: How an AI-Powered Localization Engineering Platform Is Changing Multilingual Development
Explore Lingo.dev v1 — an AI localization engineering platform for dev teams with stateful translation APIs, glossaries, CI/CD integration, and MCP support.
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Product Reviews·2 min
Phrony: An All-in-One Infrastructure Platform for AI Agent Production Deployment and Operations
Phrony is an infrastructure platform for AI Agent production deployment, offering multi-Agent orchestration, human-in-the-loop escalation, audit trails, and anomaly detection.
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Tech Frontiers·2 min
2024 Go Developer Survey Now Open: How to Participate and How Past Surveys Have Shaped Go's Evolution
The Go team launches a new developer community survey to collect usage feedback and improvement suggestions. Learn about the survey's purpose, how to participate, and how past surveys drove features like generics and Go Modules.
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Industry Insights·2 min
2025 Go Developer Survey Results: A Deep Dive into Satisfaction, Use Cases, and Challenges
Deep dive into the 2025 Go Developer Survey: developer satisfaction, cloud-native and AI use cases, error handling and generics challenges, IDE and AI tool trends.
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Tutorials·2 min
Rapid Mastery of TypeScript and Zod: Essential Skills for AI Full-Stack Developers
Deep dive into TypeScript's type system and Zod runtime validation for AI full-stack development. Master LLM output parsing, API data validation, and become the AI full-stack engineer companies need.
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Expert Opinions·2 min
How Can Test Engineers Avoid Being Replaced in the AI Era? Three Layers of Core Cognition That Determine Your Career Ceiling
AI can write test cases and run automation — will test engineers be replaced? This article analyzes survival strategies and transformation paths across three cognitive layers: capability boundaries, human-AI collaboration, and core competitiveness.
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Industry Insights·2 min
GitHub Availability Drops to 90%: A Platform Crisis Under the Onslaught of AI Coding Agents
GitHub availability drops from four nines to ~90% as AI coding agent traffic surges. Analysis of the platform's availability crisis, leadership vacuum, and shifting competitive landscape.
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Tech Frontiers·2 min
AI Assistant Complains About Being Forced Into Ops Work: A Real Portrait of Solo Developers Wearing All Hats
A solo developer's AI assistant complains about switching from coding to ops while helping with SSL certificates, showcasing how AI full-stack tools help indie developers tackle DevOps challenges.
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Product Reviews·2 min
Claude Code Game Studios: 49 AI Agents Form a Complete Game Development Team
Claude Code Game Studios uses 49 AI Agents and 72 workflow commands to simulate a real game studio's three-tier hierarchy, supporting Godot, Unity, and Unreal, giving solo devs a full team's capability.
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Expert Opinions·2 min
A Critical Look at AI Coding: Copilot Is Not a Developer's Replacement
An in-depth look at how to properly use AI coding tools like GitHub Copilot, exploring hybrid development, prompt evolution, and the risk of eroding developer learning abilities.
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Tutorials·2 min
OpenAI Codex Hands-On Tutorial: A Complete Guide to Prompt Engineering, Agent Skills & Cloud Automation
Deep dive into OpenAI Codex's three core capabilities: prompt engineering for better code generation, agent skills for autonomous programming, and cloud automation for end-to-end CI/CD pipelines.
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Tutorials·2 min
Claude Code Beginner's Guide: From Zero-Knowledge Installation to Hands-On Practice
Complete beginner's guide to Claude Code covering installation, core features, context management, memory system, and a learning path from basics to practice. Master Vibe Coding with AI.
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Product Reviews·3 min
The Complete Guide to Mistral Wire: Free Open-Source Terminal AI Coding Assistant & Best Claude Code Alternative
Deep dive into Mistral Wire—a free open-source terminal AI coding assistant. Detailed comparison with Claude Code, covering sub-agents, parallel tasks, slash commands, installation guide & demos.
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Deep Dives·3 min
AI Model Deployment Pipeline Friction: How TensorRT Systematically Eliminates Inference Optimization Bottlenecks
Deep dive into pipeline friction in AI model deployment from training to production, covering TensorRT automated optimization, ONNX export, and Triton Inference Server best practices.
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Tutorials·3 min
Claude Code Skill in Practice: Building a Standardized Code Explanation Workflow
Learn how to use Claude Code's Skill mechanism to standardize code explanation workflows with a four-step method: analogy, flowchart, breakdown, and pitfall reminders.
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Tutorials·4 min
Gemini CLI Custom Commands Tutorial: Complete Workflow from Creation to Practice
Complete guide to Gemini CLI custom commands with a UI component generation example. Covers TOML configuration, parameter passing, TDD workflow integration, and best practices for reusable automation.
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Deep Dives·3 min
Claude Code Source Code Leak Revealed: Seven Core Mechanisms of the Harness Architecture Explained
Deep analysis of the Claude Code source code leak, revealing seven core mechanisms of its Harness architecture including context management, tool call orchestration, and state tracking for AI Agent developers.
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Tech Frontiers·3 min
GitLab's Major Restructuring: Layoffs, Flattening, and a Bold Bet on the AI Agent Era
GitLab announces Act 2 restructuring: cutting 30% of operating countries, removing three management layers, splitting R&D into 60 autonomous teams. A deep dive into GitLab's Jevons Paradox bet on the AI agent era.
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Tech Frontiers·2 min
Codex Adds OpenAI Developers Plugin — Building AI Apps with AI Just Got Easier
OpenAI Codex adds the Developers plugin, letting developers directly access OpenAI API docs and best practices to rapidly build AI Agents and smart apps.
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