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251 related articles
·3 min
Object Storage vs Cloud Drives: Cost, Reliability, and Strategy for Long-Term Backups
In-depth comparison of object storage (BackBlaze B2, OVH) vs cloud drives (Google Drive) for long-term backup cost, reliability, and convenience, with guidance on implementing the 3-2-1 backup rule.
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·1 min
Ollama vs OpenCode: Real-World GLM Quota Difference Analysis (380 vs 880 Requests)
Real-world comparison of Ollama vs OpenCode GLM5.2 quota consumption — from 380 to 880 requests. Analyzing context length, billing differences, and key factors for AI coding tool users.
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·1 min
Ollama vs OpenCode: Real-World GLM Quota Difference Analysis (380 vs 880 Requests)
Real-world comparison of Ollama vs OpenCode GLM5.2 quota consumption — analyzing the gap between 380 and 880 requests per cycle and the key factors behind it.
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·2 min
Grok 4.6 and 4.7 Roadmap Leaked: Analyzing xAI's Rapid Iteration Strategy
Reddit leaks suggest Grok 4.6 arrives around August 7 and Grok 4.7 in early September. This article analyzes xAI's rapid iteration strategy and token efficiency improvements.
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·2 min
OpenAI Open-Sources Codex Security Components: Setting a New Standard for AI Coding Safety
OpenAI open-sources Codex Security components, bringing automated security detection to AI code generation. Analysis of its strategic value, developer impact, and the industry shift from capability to security.
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·2 min
OpenAI Open-Sources Codex Security Components: Setting a New Standard for AI Coding Safety
OpenAI open-sources Codex Security components, bringing automated security detection to AI code generation. Analysis of its strategic significance and industry impact.
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·3 min
Lessons from Claude Code's 80% Prompt Reduction: Less Is More in Prompt Engineering
Anthropic cut Claude Code's system prompt by 80% and got better results. Learn why verbose prompts hurt performance, how to streamline them, and key lessons for AI developers.
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·4 min
What It Feels Like When Production Actually Runs Like Localhost
Why does production never match local? This article analyzes root causes like config gaps and dependency drift, and explores how Docker, Twelve-Factor App, and IaC practices bridge the dev-prod divide.
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·3 min
Fast Remediation Replaces Zero Vulnerabilities: A New Trust Model for Software Security in the AI Era
In the AI era, zero vulnerabilities is unrealistic. Explore why fast remediation is becoming the new security trust model and how MTTR metrics are reshaping software supply chain security.
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·4 min
Microsoft Open-Sources AI Agent Governance Toolkit: Comprehensive Coverage of OWASP Top 10 Risks
Microsoft open-sources agent-governance-toolkit covering all OWASP Agentic Top 10 risks through policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for production AI Agent deployment.
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·3 min
SlopCodeBench: Why AI Code Benchmarks Are Failing
SlopCodeBench sparks deep reflection on AI code evaluation. From benchmark contamination to pass-rate pitfalls, exploring why current benchmarks fail to measure real code quality.
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·4 min
AI Agent Development in Practice: A Complete Path from Zero to Production
A systematic guide to AI Agent development covering core modules, framework selection, tool calling, data preparation, and production deployment to help developers build production-ready Agent applications.
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·3 min
Chinese Open-Source AI Conquers Silicon Valley: The Industry Upheaval Behind a 58% Compute Share
Chinese open-source AI models surged from under 10% to 58% of U.S. market share. Kimi K3, DeepSeek, and Qwen are being adopted by DoorDash, Airbnb, and other Silicon Valley giants, reshaping AI costs and competition.
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·3 min
Volvo Fleet Management Platform Vulnerability Analysis: The Security Risk of One-Click Takeover of All Vehicles
Security researchers disclosed critical access control flaws in Volvo and Eicher's fleet management platform, enabling one-click takeover of all user accounts and vehicles.
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·2 min
Impeccable Open Source Project Deep Dive: A Design Language Framework That Gives AI a Designer's Eye
Deep dive into the trending open source project Impeccable — a design language framework that enables AI tools to generate professional-grade UI. Learn how it bridges the design quality gap in AI-generated interfaces.
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·3 min
Flux 3 Hands-On: Generating Dual-Camera Synchronized Video from a Single Prompt — How Good Is It?
Flux 3 demo generates dual-camera synchronized video from one complex prompt, featuring fluid dynamics, multi-view consistency, and precise temporal control.
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·3 min
Flux 3 Hands-On: Generating Dual-Camera Synchronized Video from a Single Prompt — How Good Is It?
Flux 3 demo generates dual-camera synchronized video from a single complex prompt, featuring fluid dynamics, multi-view consistency, and precise temporal control.
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·3 min
Cursor + Claude in Action: Building a Python Student Management System from Scratch with AI
A step-by-step guide to building a Python student management system from scratch using the AI editor Cursor with Claude. Covers Agent, Ask, and Manual modes, model selection, and the full workflow.
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·2 min
The Age of AI Coding: Why Tinkering Engineers Are Worth More Than Ever
Claude Code creator Boris and developer Theo reveal: in the AI Agent era, tinkering habits like automation, building small tools, and writing CLAUDE.md are becoming the core edge for reaching Staff engineer level.
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·3 min
Stop Flying Blind: A Complete Practical Guide to Writing Evals for AI Agent Skills
A Google DeepMind engineer reveals that over 50,000 AI agent skills come with almost no evals. Learn how to write skill evaluations, from description tuning to test design.
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