#Agent.md
9 related articles
·4 分钟
AI-Powered Automated Testing: Using Pytest + MCP to Tackle Non-Determinism
Deep dive into AI-era automated testing: using Pytest + Playwright + MCP for stable automation, constraining code conventions with Skills, avoiding non-determinism and high token costs. Includes real debugging war stories.
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·6 分钟
The Seven Core Components of Building Long-Running AI Agents
An in-depth look at the seven core components for building long-running AI agents: Goal, Evaluator, Verifier, Outer Loop, Orchestration, Observability, and Memory. Master this control system for reliable autonomous agents.
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·4 分钟
Harness Engineering in Practice: Mastering the Four Core Principles and Implementation Methods
Deep dive into Harness Engineering's four core principles: Documentation as Source of Truth, Mechanized Constraints, Feedback Loops, and Entropy Management, with practical AI Agent cases.
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·2 分钟
Practical Guide to Configuring Bioinformatics Analysis Environments with Claude Code
Three practical cases—RNA-seq setup, GATK reference data download, and SRA batch download—demonstrate using Claude Code with DeepSeek v4 Flash for bioinformatics environment configuration.
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·2 分钟
The Complete Guide to Claude Code Skills: Write Once, Auto-Match On-Demand Knowledge Injection
Deep dive into Claude Code Skills: semantic matching, storage locations, priority rules, and advanced tips. Master on-demand knowledge injection for AI coding.
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·4 分钟
Claude Code in Practice: Complex Payment Feature Built in 4 Hours for $60
A detailed walkthrough of Claude Code + Opus 4.7 in action: from CCSwitch setup to model configuration, completing a complex payment feature in 4 hours for $60 with zero hand-written code.
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·4 分钟
The Complete Guide to Codex Super Agent: From Installation to Multi-Task Parallel Execution
A complete guide to OpenAI's Codex desktop app: installation, Plugins, Skills, Agent.md setup, and multi-task parallel execution for the ultimate AI Agent.
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行业洞察·3 分钟
Deep Dive into LangChain's Full-Lifecycle Toolchain for Agent Development
LangChain unveils a full-lifecycle toolchain for Agent development at Interrupt, covering Deep Agents 0.6, SmithDB, Context Hub, LLM Gateway, and LangSmith Engine.
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教程攻略·2 分钟
OpenClaw Lobster Assistant Beginner's Guide: From Installation & Configuration to Advanced Tips
Complete guide to OpenClaw AI agent: installation, configuration, memory & dream system, Skill extensions, and multi-lobster management with practical tips.
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