This blog is ad-free, and all content is free. But it costs significant money to keep it running each month.

If you’ve learned something here, or if the /Polaris strategy has been useful to you, please consider buying me a coffee—even a little bit is the greatest encouragement for continued output.


Ways to Support

☕ Ko-fi (Tip / Monthly Membership)

ko-fi.com/panshi →

One-time tip or monthly membership subscription, supporting credit card / PayPal. Perfect for those who want lightweight support.

🎯 Patreon (Tiered Membership)

patreon.com/panshi8848 →

Subscribe by tier—different levels come with different benefits (Polaris monthly reports, strategy signal notifications, etc.). Great for those who want deeper engagement.

₮ USDT (TRC20)

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Scan or copy address
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Network: TRON (TRC20) · Token: USDT

Monthly Operating Costs

ServicePurposeMonthly Fee
Claude ProWriting / coding / strategy research$20
Copilot Pro+ × 2AI-assisted programming$80
AWS × 4 instancesBlog servers + live trading infrastructure$60
DMIT US VPSHigh-speed proxy node$20
Residential proxy (iProyal)AI tools dedicated line$5
Other (domains, CDN, storage…)Infrastructure~$15
Total~$200/month

This doesn’t include labor—debugging strategies, writing articles, maintaining systems takes about 20 hours per week.


How Your Support Helps

  • Keep servers and API subscriptions running without interruption
  • Free up more time for in-depth technical articles
  • Continue running live Polaris strategy with real signal records
  • Explore more AI tools and quant strategies, sharing pain points and lessons learned first-hand

Thank you to every reader.


If sponsoring isn’t convenient, sharing articles with friends who might find them interesting is hugely helpful too! Or sign up through my recommended tools — the platforms give me a small commission with zero extra cost to you.