THE PERSONAL NOTEBOOK OF WARLOCK TOME
A little curiosity.
A little magic.
From World of Warcraft addons to small ideas brought to life. A place to collect the things I make, one page at a time.

THE COLLECTION
Made along the way
2026
- Can open-source Laya replace Jev? 6/14 on SQL, then 3.9 hours of fine-tuning
An 11-minute hands-on test (Chinese narration). On 14 SQL review cases Jev gets 13 right; the open-source decision model Laya gets 6. After 3.9 hours of fine-tuning on an M4 Mac, Laya reaches 14/14 on safety, but still trails on correctness.
- Giving an AI limbs: how Jev plays Doom in real time at 120 ms
A 7-minute breakdown (Chinese narration). No pixels, no screenshots — just a plain-text state report, queried about ten times a second. Jev picks the goal like a commander; ordinary code does the key presses.
- 10,000 API calls later: reverse-engineering Jev's architecture
A 13-minute explainer (Chinese narration), based on Archer Hume's outside-in experiments with latency, token counts and option order. Jev doesn't generate token by token; it reads probabilities out, and encodes shared state only once.
- 10 ways to use Jev, after testing it on 3 of my own tasks
A 10-minute explainer (Chinese narration) with a full write-up. Task routing: 17 of 20 right. Kanban classification: 87%. Can this SQL ship: 14 of 14. Then ten ways to use it, how it splits work with an LLM, and where it falls short.
- Jev Tweet Radar
Scores every post on your X timeline with Jev: worth engaging, buzz, misread, AI-ish… and checks your own draft before you hit Post. Open-source Chrome extension.
- Understanding Jev: a System-One tool for data engineers
A 4.5-minute explainer (Chinese narration, English UI). Jev is TypeSafe's System One Model: one forward pass, no token-by-token decoding, calibrated probabilities at about 1/400 the cost of a frontier LLM.
- Auto Query Now
Reads values from URL query parameters and types them into the focused input on the page, optionally pressing Enter. Turn any form into a shareable link.
- NotebookLM Quick Capture
Save any page into NotebookLM in one click. Pick a notebook, send the URL or page text, and keep your research moving without leaving the tab.
2015
2014
- KtUF
Simple unit frames with draggable positioning, paired with tMark for status markers.
- tMark
Moving markers that convey health, mana, and energy along a custom line.
- tChat
A hotkey for switching chat channels, replying to whispers, and adjusting the chat window.
- tDD_UnitFrame2
Standalone unit frames built around portraits, resource bars, and combat state.
- tTalent
A visual treatment for the talent frame, with configurable effects and a control panel.
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