The Token Wizard of the AI Era
As a Token Wizard:
- Your mana pool equals your token count—more tokens mean more mana, enabling more powerful spells
- Your casting range is the maximum context window for a single task
- Advanced wizards wield powerful staves like Claude Code or Codex
Here’s a Token Wizard I created with AI—what do you think?
Is 128K Casting Range Too Short?
What’s your take?
The Wizard’s Path to Mastery
As a wizard in the AI era, here’s what you need to cultivate:
1. Cherish Your Mana
- Trim Your Inputs: Don’t dump irrelevant info on AI—spend your mana wisely
- Divide and Conquer: Break big tasks into smaller ones, consuming mana incrementally
- Mana Management: Know when to use large models (high mana cost) vs. small models (low mana cost)
2. Extend Your Casting Range
- Choose the Right Model: Pick a model with sufficient casting range for your task
- Context Compression: If range is limited, use AI to compress context first
- Memory Techniques: Learn to extend “memory” with summaries, notes, etc.
3. Master Your Magic Spells (Prompt Engineering)
Even with enough mana and range, you need the right incantations:
- Clear instructions
- Proper formatting
- Defined goals
A good spell lets you cast the most powerful magic with minimal mana.
About Me
I’ve worked at NetEase Games, Baidu, Tencent (8 years), and Meituan (nearly 7 years), leading large R&D projects and managing teams of over 100 engineers.
Now I build software as an independent developer.
Why? Because the world is full of uncertainty—staying at one company too long can make you addicted to certainty. Building on your own is like sailing into uncharted waters.
I believe good software should give people a sense of security and control. That’s the thread connecting everything I make:
PhotoRestore Pro — AI photo restoration that runs 100% offline on Windows. Your photos never leave your device. No cloud, no account, no compromise on privacy. Built for legal professionals, but anyone with old family photos will find it useful.
AstroSky — Think of it as “Snapseed for astronomy.” Turn raw FITS data into stunning celestial images. Fully offline, GPU-accelerated, with a Beauty/Science dual mode that serves both casual stargazers and researchers.
fastool.io — A collection of browser-based science tools. Right now it’s focused on astronomy: solar path tracking, moon phase analysis, sidereal time calculation, telescope FOV planning—all running in your browser with zero data upload.
Whether I’m gazing at the cosmos or refining a line of code, the goal is the same: build tools that put people in control of their own data.
Get in touch: HummingbirdLabs@outlook.com.