Founder of Baixing.com: My Experience with Claude Code in Fourteen Points

By: rootdata|2026/06/09 03:45:01

Author: Wang Jianshuo

A simple record of my experiences with Claude Code so far, purely personal exploration, not necessarily applicable to everyone.

Focus on one tool and use it intensively. I use Claude Code. I don't think it's better than Codex, but the ROI of comparing tools may not be high, even though it can create a false sense of achievement by articulating the differences convincingly.
Remember the most important shortcuts. Control+G opens the editor, which helps in writing longer content; Control+A, Control+E, Control+U are very useful shortcuts for quickly moving the cursor in the command line. Although they are not new in the AI era, they are as important as Control+C and Control+V when in use.
Use voice input. HoldSpeak is very helpful.
For a project, first write PROJECT.md, using a structured approach to jot down everything you think of in one go.
Claude agents are the default opening method.
Claude Code, github.com, and cloudflare.com are a perfect match, handing over all operations related to the build process, release process, and domain management to the infrastructure.
Separate what is written by humans and what is written by machines. Manually maintain the core CLAUDE.md, and do not read the .md or code written by Claude Code. Machines belong to machines, and humans belong to humans. Understand what AI writes by asking AI, not by looking at the source code.
Drag files into the Claude Code window—audio, video, documents, screenshots—if it's unclear, use Command+Shift+5 to take a screenshot and then drag it over, the fastest way.
Reconstruct the memory system. Centered around ~/.claude/CLAUDE.md, categorize and reference multiple memory files, requiring not to use the project's memory, and place all memory files in git, syncing to GitHub (private), so that your memory is permanent and accumulative, rather than scattered across each project.
Write Skills, and after each work session, ask Claude to "consolidate what has been learned into Skills"—it can do this automatically.
If possible, use ultracode to trigger dynamic workflows for complex tasks. Although it's expensive and slow, the results are guaranteed.
Accumulate skills along the way, and continuously reconstruct skills. Skills need to be stored in git.
Use the documentation from git as the output of the previous task and the input for the next task. Ensure there are clear handover documents between agents, rather than relying on context for continuity.
Treat Claude Code as a horse (or a person), not as a vehicle. A vehicle turns under your command, while a horse has its own ideas; we just need to set goals and boundaries. Its autonomous pathfinding feature is a characteristic, not a bug.

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In the fast-moving digital asset ecosystem, derivatives platforms face an extreme architectural test. High-leverage futures markets demand more than just standard security—they require absolute operational precision, zero-latency matching engines, and ironclad structural scalability, all while navigating intense market volatility.

As global platforms scale to meet these demands, the industry is shifting away from rigid, monolithic setups toward a more agile, "decoupled" infrastructure philosophy.

The Blueprint for High-Volume Copy Trading

For elite global exchanges like WEEX (founded in 2018), this architectural choice becomes critical when scaling high-volume retail features like social copy trading. When thousands of users automatically mirror the real-time strategies of elite traders simultaneously, it triggers sudden, monumental spikes in concurrent transactional volume.

To prevent execution latency or settlement bottlenecks during these peak volatility events, a platform's primary engine must remain entirely dedicated to risk management, copy-trade synchronization, and order matching.

The Architectural Rule: New-generation platforms must separate front-end user execution engines from heavy backend infrastructural overhead to eliminate operational friction.

By separating these layers, platforms can maintain complete sovereignty over their trading environments and user experiences while strategically aligning with institutional-grade infrastructure ecosystems. This strategic framework allows modern exchanges to leverage advanced Digital Asset Custody infrastructure such as Cobo’s behind the scenes, ensuring that backend wallet management scales elastically alongside trading spikes.

Capitalizing on Market Momentum and 400× Leverage

In a derivatives arena where platforms offer up to 400× leverage on perpetual contracts, capital efficiency and market agility are core business metrics. To capture market momentum, an exchange needs the ability to rapidly expand its asset offerings, supporting everything from legacy crypto assets to sudden, trending altcoins across a massive library of trading pairs.

Adopting a flexible, scalable Wallet-as-a-Service (WaaS) solution such as Cobo’s could completely rewrite the development timeline for high-growth exchanges. Instead of spending months of engineering capital building out custom backend wallet architectures for every new blockchain network, platforms can deploy localized infrastructure in days.

This agility allows platforms to instantly scale their listings to over a thousand trading pairs without compromising security or delaying time-to-market. It mirrors the exact operational advantages seen during high-velocity market events, similar to how advanced wallet infrastructure empowers platforms during sudden asset surges; allowing exchanges to pass that speed and liquidity directly to their global user base.

A Mature Foundation for Growth

The synergy between trusted infrastructure ecosystems and global trading platforms represents the natural evolution of a maturing crypto market. As WEEX continues to scale its global spot and derivatives offerings for over 6 million users, adopting robust backend paradigms proves that platforms no longer have to compromise between cutting-edge trading velocity and uncompromised structural security.

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