Posts
Everything published so far, grouped by section. One long read every two weeks or so, each with something you can re-run, copy, or argue against. Shorter pieces — a link and why it was worth my time — are in Notes.
Tags cut across the sections: all tags →
- The Chinese open-weights release timeline, dated 2026-10-09·12 min read
Sixty-seven open-weight releases from Chinese labs, each with a date I could trace to a primary source — plus the eleven candidates I dropped, and why.
- Measuring error in support AI, and what accuracy hides 2026-10-09·11 min read
Five kinds of error, three ways one accuracy figure misleads, and what a routing test on 3,894 public complaints actually returned.
- How an eval set is built, and why it rots 2026-10-09·10 min read
An eval set has a purpose, a scoring rule, a calibration record and an expiry date. Where samples come from, what counts as correct, what retires it.
- From token prices to task prices: three jobs, seven APIs 2026-10-09·12 min read
I priced three concrete jobs on seven model APIs using each vendor's own pricing page, and wrote down every assumption the conversion rests on.
- Why there is no Western mini program 2026-10-09·11 min read
A mini program inherits its identity and its payment rail from the app hosting it. That mechanism, and what the four Western equivalents do instead.
- Twenty hot lists, no API keys 2026-10-08·5 min read
An aggregator that collects 20 trending lists every night. Six sources broke in ways worth keeping a record of, and one of them is gone for good.
- Verifying an email signup end to end 2026-10-08·4 min read
The form returned success. The subscriber appeared in the right group. The one thing that failed was in an inbox I do not control.
- What this site actually ships, and the widget I can't remove 2026-10-08·4 min read
2,130 bytes of HTML, 1 KB of my own JavaScript, no framework. Then the newsletter form loads jQuery, and the number stops being funny.
- What goes on this site, and what does not 2026-10-07·1 min read
The scope of Field Notes, how often it updates, and why the numbers here have to come from a script.
- 1688 vs Alibaba prices: what each number includes 2026-10-11·10 min read
One part, two quotes, line by line: the buyer each price is built for, the tax line, the freight leg, the MOQ unit, and how to put both on one basis.
- Choosing a freight forwarder: reading the quote 2026-10-11·11 min read
A forwarder quote is a stack of other people's rate cards: which lines are published, which are private price, and how to check the two credentials.
- Customs clearance documents, and what has to match 2026-10-11·10 min read
A per-document pass over a China export: what each paper must carry, which origin proof applies in which case, and what a mismatch costs.
- How to check whether a Chinese supplier is real 2026-10-11·8 min read
Five official registries, the fields that matter in each, what a clean record does not prove, and the payment sequence that does more work than any check.
- Container rates by route, and why the indices disagree 2026-10-09·9 min read
Public container freight index readings for the main Asia-outbound lanes, each with its as-of date, what the indices measure, and what a quote adds.
- How the money actually moves in live commerce 2026-10-09·10 min read
The split chain behind a livestream sale — platform fee, promotion fee, slot fee, agency cut — and when the money lands. Every number has a source.
- Incoterms in one page: who pays, who carries risk 2026-10-09·11 min read
A responsibility map for EXW, FCA, FOB, CFR, CIF, DAP and DDP — who books the freight, who clears customs, who pays duty — with every rule sourced.
- What a China factory quote actually contains 2026-10-09·9 min read
A field-by-field pass over a quotation for a custom part — what is on the page, which lines carry the money, and which numbers nobody publishes.
- Getting a phone number in China: channels and prices 2026-10-11·11 min read
Where a visitor can buy a SIM, what real-name registration asks for, the filed prices by carrier, and when a mainland number is actually needed.
- How to buy a China high-speed rail ticket on a passport 2026-10-11·10 min read
Passport verification, the staffed boarding lane, the refund and change fee tiers, and why two trains on one section can differ by 249 yuan.
- Paying in China as a foreigner: what works, what it costs 2026-10-11·9 min read
Four official pages print four different foreign-card limits for Alipay and Weixin Pay. Each platform's own wording, with a source and a read date.
- How renting works in China, from listing to deposit 2026-10-11·12 min read
Which channel charges a fee and who may hold your money, the clauses a lease has to contain, and the official route when a deposit is withheld.
- Seeing a doctor in China as a foreigner: fees and waits 2026-10-11·9 min read
A passport gives you a patient record at a Chinese hospital, but booking channels, fee tracks and waits differ by hospital. Rules and waiting-time data.
- Baduanjin in twelve minutes, movement by movement 2026-10-09·14 min read
The eight-section brocade, move by move: a timeline table, what each movement asks of the body, the mistakes the official sheet lists, and when to stop.
- Fifty Chinese radicals, ranked by frequency 2026-10-09·13 min read
How many of the 1,000 and 3,000 most common Chinese characters sit under each of the 214 Kangxi radicals, and every rule the count depends on.
- What groceries cost in China, channel by channel 2026-10-09·10 min read
Early market, wet market, corner shop, warehouse club, delivery app: unit prices by category where a public source exists, plus three monthly baskets.
- Why Chinese people drink hot water, per the record 2026-10-09·10 min read
The history side of the habit — tea, fuel, bacteriology and slow plumbing — with a date and a link on every number, and a list of what I could not verify.
- Why fast is the default in China 2026-10-09·9 min read
High-speed rail and half-hour delivery read as temperament. They are density, labour, a standard address, state capital, and a promised time.
- Provincial GDP summed against the national figure 2026-10-11·11 min read
Add up China's 31 provincial GDP figures and the total does not match the national one. The gap is computable, and the statistics office explains it.
- One commodity, two customs records 2026-10-09·9 min read
The same lithium-ion battery shipments counted by the exporter and by the importer. The money nearly matches. The kilograms do not.
- China's parcel count and the world's, side by side 2026-10-09·9 min read
China's express volume and the world's e-commerce parcel totals measure different things. A year-by-year table with a source and a date on every number.
- Two urbanisation rates for one country 2026-10-09·9 min read
The statistics office says 67.89 per cent of China lives in a town or city; the World Bank says 66.34. Neither answers my question about one county.
- 同款比价:口径不写在旁边,数字就没意义 2026-10-09·8 min read
五件写了具体型号的东西,中国官方标价与美加官方标价并排摊开;首重续重、体积重除数、行邮税与跨境电商税、汇率取数日逐条写明,算不出的格子写没核到。
- 八个城市的月支出,拆到每一项 2026-10-09·9 min read
多伦多、温哥华、纽约、洛杉矶、悉尼、墨尔本、东京、伦敦,按月把房租、水电网络、交通、超市、外食、手机、医保拆开,每个数字带来源和日期,口径不同的地方单独写清。
- 回国与出国:两张官方手续索引 2026-10-09·11 min read
回国收尾和出国准备各一张清单,每行只给官方入口、关键材料、链接和我核对的日期。附 2026 年 9 月 15 日新规带来的变化。