#reliability engineering
1061 related articles
·3 min
New Book Breakdown: "Claude Code in Practice: The Way of Harness Engineering" — Master AI Programming Engineering in Ten Chapters
Deep breakdown of the new book on Claude Code engineering, covering Harness concepts, four-layer architecture, five-layer memory, sub-agents, hooks, MCP protocol, and CI/CD integration.
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·3 min
Claude Code Money-Saving Guide: Replace Opus with DeepSeek to Cut Costs by 30x
Compare Claude Code + Opus, Open Code + DeepSeek, and Claude Code + DeepSeek for agent data processing. Learn how to cut costs by 30x while maintaining 88-90% accuracy.
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·2 min
AI Progress Demands a More Nuanced Examination: A Rational Framework Beyond Hype and Panic
Current AI discourse is trapped in polarization. This article explores how to rationally assess AI's real progress, analyzes the gap between benchmarks and actual capabilities, and offers a pragmatic evaluation framework.
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·3 min
Claude Code's Hidden Advantages Explained: Design Choices Every AI Coding Tool Should Copy
Deep dive into Claude Code's leading design in agentic coding: skill script execution, CLAUDE.md imports, remote control, dynamic workflow orchestration, and why Cursor, Codex and others should adopt these features.
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·2 min
Decoding Google's AI Control Roadmap: A Defense Framework for When AI Goes Off the Rails
Google releases its AI Control Roadmap, a new safety paradigm that assumes alignment may fail and builds defenses at the system architecture level.
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·3 min
Claude Code + Skills: Auto-Generating Test Cases in 10 Minutes — A Practical Guide
Learn how to use Claude Code's Skills system to auto-generate test cases from requirements docs in 10 minutes through a three-phase workflow of splitting, extraction, and generation.
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·3 min
Xiaomi Open-Sources MiMo Code: Cross-Session Memory System Tackles AI Coding's Amnesia Problem
Xiaomi open-sources MiMo Code with SQLite FTS5-powered cross-session memory, solving AI coding assistants' context loss. Supports multi-Agent collaboration, million-line codebases, and OpenAI-compatible APIs.
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·2 min
Cursor Receives Investment from SpaceX and xAI — AI Coding Tools Enter a New Era of Computing Power
Anysphere, the company behind AI coding tool Cursor, secures investment from SpaceX and xAI, gaining world-class computing resources to reshape the AI coding landscape.
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·2 min
Claude Code Workflow in Practice: Hundreds of Agents Automatically Migrating PHP to Golang
Deep dive into Claude Code Workflow's multi-Agent auto-orchestration: a real-world PHP to Golang migration running 14 hours with 100+ Agents, covering planning, execution, and Token cost analysis.
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·3 min
OpenAI Codex Deep Dive: Core Capabilities and Engineering Design Philosophy
Deep dive into OpenAI Codex's core capabilities and engineering design philosophy, covering multi-task parallelism, code review, Agent Loop, Spec-Driven Development (SDD), and context engineering.
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·4 min
Spring AI vs LangChain4j: How to Choose a Java AI Framework
In-depth comparison of Spring AI and LangChain4j — two major Java AI frameworks — covering core features, completeness, ecosystem support, and usability to help Java developers make the right choice.
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·3 min
Deep Dive into Claude Code's Source Architecture: Harness Engineering and Seven Core Mechanisms
Deep analysis of Claude Code's leaked source architecture, covering TypeScript stack choices, Harness architecture's seven core mechanisms, tool call management, and context optimization.
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·4 min
Vibe Coding Methodology for Non-Programmers: Building an AI Development Loop with Automated Testing + Knowledge Accumulation
How can non-programmers develop efficiently with AI? This guide details end-to-end automated testing and knowledge accumulation to build a self-verifying Vibe Coding development loop.
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·3 min
ARS Framework from Shanghai Jiao Tong University: Enabling Automated AI Research with Trustworthy Conclusions
Shanghai Jiao Tong University's ARS open-source framework solves trustworthiness challenges in autonomous AI research with evidence traceability and independent verification. Papers completed via ARS have been accepted at academic conferences.
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·3 min
Testing DeepSeek's Safety Mechanisms: Multiple Jailbreak Attempts Successfully Blocked
An overseas security blogger systematically tested DeepSeek's jailbreak resistance using direct requests, rephrased prompts, and varied strategies. Results show robust intent recognition, consistent blocking, and context-aware safety mechanisms.
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·3 min
Claude Code vs Codex: A Deep Comparison — Who Wins When the Tech Converges
Deep comparison of Claude Code vs OpenAI Codex across first-mover advantage, architecture, market share, and reliability. Discover what truly matters when AI coding tools converge.
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·4 min
Guide to Building a Second Brain with Claude AI: The Four-C Framework for Your Personal AI Operating System
Learn how to build an AI second brain with Claude using the Four-C Framework (Context, Connection, Capability, Cadence) to create a personal AI operating system with practical examples.
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·3 min
The Ultimate Guide to Squeezing Every Drop from Mythos/Fable: Burning Through $8,000 in Inference Credits in 10 Days
Deep dive into maximizing Anthropic's Fable/Mythos model: 5-hour limit workarounds, dual account rotation, multi-Agent orchestration, and Mac Mini remote deployment to get $8,000 of inference from a $200 subscription.
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·3 min
Kimi K2.7-Code vs K2.6 Real-World Comparison: Who Wins Across Five Hardcore Challenges?
Real-world comparison of Kimi K2.7-Code vs K2.6 across five hardcore challenges: particle effects, rigid body physics, soft body physics, UI design, and code review — with quality, Token, and cost data.
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·3 min
The Positive-Sum Game of Enterprise AI: How to Make AI Create Value for Everyone
Enterprise AI shouldn't be a zero-sum game. Learn how a positive-sum approach creates shared value for businesses, employees, and customers alike.
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