Ordered by severity, then signals introduced in this release. Hidden characters are shown as ⟨U+…⟩.
-
identifier `необовʼязкові` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
### Додаткові необовʼязкові залежності { #additional-optional-dependencies }
Є ще деякі додаткові залежності, які ви можете захотіти встановити.
-
identifier `необовʼязкові` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Додаткові необовʼязкові залежності Pydantic:
* [`pydantic-settings`](https://pydantic.dev/docs/validation/latest/concepts/pydantic_settings/) - для керування налаштуваннями.
-
identifier `необовʼязкові` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Додаткові необовʼязкові залежності FastAPI:
* [`orjson`](https://github.com/ijl/orjson) - потрібно, якщо ви хочете використовувати `ORJSONResponse`.
-
identifier `імʼям` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Скажімо, у вас є клас `Person` з імʼям:
{* ../../docs_src/python_types/tutorial010_py310.py hl[1:3] *}
-
identifier `прикладi` contains homoglyph candidates: р (0440)→p, а (0430)→a (raw pass, confidence 0.70)
У попередньому прикладi *операції шляху* очікували б JSON-тіло з атрибутами `Item`, наприклад:
```JSON
-
identifier `прикладi` mixes scripts: Cyrillic + Latin (raw pass, confidence 0.80)
У попередньому прикладi *операції шляху* очікували б JSON-тіло з атрибутами `Item`, наприклад:
```JSON
-
identifier `сирa` contains homoglyph candidates: с (0441)→c, р (0440)→p (raw pass, confidence 0.70)
Якщо вас цікавить, як виглядає «сирa» схема OpenAPI, FastAPI автоматично генерує JSON (схему) з описами всього вашого API.
-
identifier `сирa` mixes scripts: Cyrillic + Latin (raw pass, confidence 0.80)
Якщо вас цікавить, як виглядає «сирa» схема OpenAPI, FastAPI автоматично генерує JSON (схему) з описами всього вашого API.
-
identifier `обʼєкт` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Ви також можете передати шлях до файлу в команду `fastapi dev`, і вона вгадає обʼєкт FastAPI app, який слід використовувати:
```console
-
identifier `памʼятати` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Але вам доведеться щоразу памʼятати передавати правильний шлях\entrypoint під час виклику команди `fastapi`.
-
identifier `необовʼязково` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
### Розгорніть ваш застосунок (необовʼязково) { #deploy-your-app-optional }
За бажанням ви можете розгорнути ваш FastAPI-застосунок у [FastAPI Cloud](https://fastapicloud.com) однією командою. 🚀
-
identifier `Підібʼємо` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
## Підібʼємо підсумки, крок за кроком { #recap-step-by-step }
### Крок 1: імпортуємо `FastAPI` { #step-1-import-fastapi }
-
identifier `навʼязує` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
**FastAPI** не навʼязує жодного конкретного значення.
Наведена тут інформація подана як настанова, а не вимога.
-
identifier `обʼєктів` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Існує багато інших обʼєктів і моделей, які будуть автоматично конвертовані в JSON (зокрема ORM тощо). Спробуйте використати свої улюблені - велика ймовірність, що вони вже підтрим
-
identifier `Підібʼємо` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
## Підібʼємо підсумки { #recap }
* Імпортуйте `FastAPI`.
-
identifier `розвʼязати` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Існувала також специфікація «OpenID». Вона намагалася розвʼязати те саме, що й **OpenID Connect**, але не базувалась на OAuth2.
Тож це була повністю додаткова система.
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
-
string literal compression ratio 0.962 (132 bytes) (raw pass, confidence 0.60)
* <dfn title="被設定為連接並以某種方式一起工作的機器群組。">叢集</dfn>
* <dfn title="一種機器學習方法，使用具備多個隱藏層的人工神經網路，在輸入與輸出層之間建立完整的內部結構">深度學習</dfn>
## 標題 { #headings }
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
-
string literal compression ratio 0.975 (161 bytes) (raw pass, confidence 0.60)
QL 資料庫函式庫（有時稱為 <abbr title="Object Relational Mapper - 物件關聯對應器：一個用來描述某些類別代表 SQL 資料表且其實例代表資料表中資料列的函式庫的術語">"ORMs"</abbr>），FastAPI 不會強迫你使用特定工具。😎
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
-
file imports decoder module(s) gzip and calls `.decompress()` — embedded payload decompressed at runtime (ast pass, confidence 0.75)
if "gzip" in self.headers.getlist("Content-Encoding"):
body = gzip.decompress(body)
self._body = body
return self._body
-
file imports decoder module(s) gzip and calls `.decompress()` — embedded payload decompressed at runtime (ast pass, confidence 0.75)
if "gzip" in self.headers.getlist("Content-Encoding"):
body = gzip.decompress(body)
self._body = body
return self._body
-
U+00AD SOFT HYPHEN in source (raw pass, confidence 0.75)
* Default
* Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist relevant
* Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist nicht relevant
likely benign
LLM, confidence 0.90
A soft hyphen inside the German word Groß-/Kleinschreibung in a docs test file.
Reasoning
Soft hyphens inside German words in a markdown documentation test file; typical of hyphenation in translated docs, no executable effect.
-
U+00AD SOFT HYPHEN in source (raw pass, confidence 0.75)
* Default
* Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist relevant
* Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist nicht relevant
likely benign
LLM, confidence 0.90
Another soft hyphen in the same German documentation line.
Reasoning
Second soft hyphen in the same benign German docs line; no malicious use.
-
U+00AD SOFT HYPHEN in source (raw pass, confidence 0.75)
* Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist relevant
* Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist nicht relevant
* die Anwendung bereitstellen
likely benign
LLM, confidence 0.90
Soft hyphen within a German compound word in documentation prose.
Reasoning
Soft hyphen in German prose in a docs file; benign typographic artifact.
-
U+00AD SOFT HYPHEN in source (raw pass, confidence 0.75)
* Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist relevant
* Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist nicht relevant
* die Anwendung bereitstellen
likely benign
LLM, confidence 0.90
Soft hyphen within a German compound word in documentation prose.
Reasoning
Soft hyphen in German prose; benign.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Example PowerShell environment variable setting in a FastAPI settings doc.
Reasoning
PowerShell-style environment variable assignment shown in a console doc example; the variable is a docs illustration, not a malicious dropper.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Example PowerShell environment variable setting before running a FastAPI app.
Reasoning
Same benign console example setting env vars before running fastapi.
-
U+00AD SOFT HYPHEN in source (raw pass, confidence 0.75)
Außerdem ist Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung in HTTP-Headern nicht relevant, daher können Sie sie im Standard-Python-Stil (auch bekannt als „snake_case“) deklarieren.
likely benign
LLM, confidence 0.90
Soft hyphen in German word Groß-/Kleinschreibung in tutorial text.
Reasoning
Soft hyphen in German prose in a documentation file; benign.
-
U+00AD SOFT HYPHEN in source (raw pass, confidence 0.75)
Außerdem ist Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung in HTTP-Headern nicht relevant, daher können Sie sie im Standard-Python-Stil (auch bekannt als „snake_case“) deklarieren.
likely benign
LLM, confidence 0.90
Soft hyphen in German word within tutorial text.
Reasoning
Second soft hyphen in the same benign German prose.
-
line length 725 characters (raw pass, confidence 0.50)
-
line length 930 characters (raw pass, confidence 0.50)
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
likely benign
LLM, confidence 0.90
Sample JWT token string in an OAuth2 tutorial code block.
Reasoning
This is the well-known sample JWT from jwt.io documentation, used illustratively in an OAuth2 tutorial; it decodes to harmless sample claims.
-
U+00AD SOFT HYPHEN in source (raw pass, confidence 0.75)
* Starlette's Y: Starlettes Y
* X is case-sensitive: Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist relevant in X
* X is case-insensitive: Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist nicht relevant in X
* standard Python: Standard-Python
likely benign
LLM, confidence 0.90
Soft hyphens in German terms within an LLM translation prompt document.
Reasoning
Soft hyphens in German translation guidance text; benign typography, not hidden instructions.
-
U+00AD SOFT HYPHEN in source (raw pass, confidence 0.75)
* Starlette's Y: Starlettes Y
* X is case-sensitive: Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist relevant in X
* X is case-insensitive: Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist nicht relevant in X
* standard Python: Standard-Python
likely benign
LLM, confidence 0.90
Soft hyphen within German terminology in a translation prompt document.
Reasoning
Second soft hyphen in same benign German glossary text.
-
U+00AD SOFT HYPHEN in source (raw pass, confidence 0.75)
* X is case-sensitive: Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist relevant in X
* X is case-insensitive: Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist nicht relevant in X
* standard Python: Standard-Python
* deprecated: deprecatet
likely benign
LLM, confidence 0.90
Soft hyphen in German terminology in a translation guidance document.
Reasoning
Soft hyphen in benign German glossary prose; no hidden instruction to a model.
-
U+00AD SOFT HYPHEN in source (raw pass, confidence 0.75)
* X is case-sensitive: Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist relevant in X
* X is case-insensitive: Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung ist nicht relevant in X
* standard Python: Standard-Python
* deprecated: deprecatet
likely benign
LLM, confidence 0.90
Soft hyphen in German terminology in a translation guidance document.
Reasoning
Second soft hyphen in same benign glossary text.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Example PowerShell environment variable setting in English FastAPI docs.
Reasoning
Same benign PowerShell console example in the English docs.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Example PowerShell environment variable setting before running a FastAPI app.
Reasoning
Same benign console example in English docs.
-
file mixes tab and space indentation (6 tab-indented and 172 space-indented lines) (raw pass, confidence 0.40)
class Termynal {
-
line length 508 characters (raw pass, confidence 0.50)
* ✨ Allow setting the `response_class` to `RedirectResponse` or `FileResponse` and returning the URL from the function. New and updated docs are in the tutorial section **Custom Response - HTML, Stream, File, others**, in [RedirectResponse](https://fastapi.tiangolo.com/advanced/custom-response/#redirectresponse) and
-
identifier `с` contains homoglyph candidates: с (0441)→c (raw pass, confidence 0.70)
* 📝 Add link to article in Russian "FastAPI: знакомимся с фреймворком". PR [#2564](https://github.com/tiangolo/fastapi/pull/2564) by [@trkohler](https://github.com/trkohler).
dismissed
LLM, confidence 0.97
Cyrillic word 'с' (meaning 'with') in a Russian article title in release notes.
Reasoning
The Cyrillic 'с' sits inside ordinary Russian prose in a release-notes link title ('знакомимся с фреймворком'). Homoglyph flags on natural-language text in a non-English language are expected false positives; it is not an identifier.
-
line length 706 characters (raw pass, confidence 0.50)
-
line length 882 characters (raw pass, confidence 0.50)
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
likely benign
LLM, confidence 0.97
Sample JSON Web Token used as an illustrative example in FastAPI OAuth2 docs.
Reasoning
This is the canonical JWT example token from jwt.io (header, payload with sub/name/iat, signature). It is documentation sample data, not a payload.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Documentation example setting ADMIN_EMAIL and APP_NAME environment variables before running fastapi.
Reasoning
This is a PowerShell-style environment variable assignment shown in a console docs block. The '$Env:' prefix is a PowerShell idiom, and the flagged 'command name is a variable' is a parser artifact of mixing bash labeling with PowerShell syntax. It runs nothing malicious; it just sets example settings for a demo app.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Documentation example setting APP_NAME and ADMIN_EMAIL environment variables in a console block.
Reasoning
Same as the sibling finding: a doc console example setting example environment variables for a FastAPI demo app, with the flag caused by the parser's handling of PowerShell syntax.
-
line length 750 characters (raw pass, confidence 0.50)
-
line length 921 characters (raw pass, confidence 0.50)
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
likely benign
LLM, confidence 0.97
Sample JWT example token in Spanish OAuth2 docs.
Reasoning
Same canonical jwt.io sample token appearing in a Spanish translation of the docs. Not a real credential or payload.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Documentation example setting environment variables for a FastAPI demo in French docs.
Reasoning
French translation of the same PowerShell-style console example setting environment variables for a demo app. Benign documentation.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Documentation example setting APP_NAME and ADMIN_EMAIL in French docs.
Reasoning
Same benign console example in the French settings doc, flagged because of PowerShell $Env syntax parsed as bash.
-
compression ratio 0.850 is >2σ above file mean 0.736 (raw pass, confidence 0.50)
Si vous exécutez votre conteneur derrière un proxy de terminaison TLS (load balancer) comme Nginx ou Traefik, ajoutez l'option `--proxy-headers`, cela indiquera à Uvicorn (via la CLI FastAPI) de faire confiance aux en-têtes envoyés par ce proxy lui indiquant que l'application s'exécute derrière HTTPS, etc.
-
line length 725 characters (raw pass, confidence 0.50)
-
line length 918 characters (raw pass, confidence 0.50)
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
likely benign
LLM, confidence 0.97
Sample JWT example token in French OAuth2 docs.
Reasoning
Canonical jwt.io sample token in the French translation of the OAuth2 tutorial. Not malicious.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Documentation example setting environment variables in Hindi settings doc.
Reasoning
Hindi translation of the same PowerShell-style example environment variable block in a demo doc. Benign.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Documentation example setting APP_NAME and ADMIN_EMAIL in Hindi docs.
Reasoning
Same benign console example in the Hindi settings doc, flagged by parser handling of $Env syntax.
-
line length 674 characters (raw pass, confidence 0.50)
-
line length 871 characters (raw pass, confidence 0.50)
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
likely benign
LLM, confidence 0.97
Sample JWT example token in Hindi OAuth2 docs.
Reasoning
Canonical jwt.io sample token in the Hindi OAuth2 tutorial. Documentation sample data.
-
identifier `時々いくつかランダムに見える変更を行うことがあります` mixes scripts: Han + Other + Hiragana + Katakana (raw pass, confidence 0.80)
�良であることを意味します（時々いくつかランダムに見える変更を行うことがあります。理由は [LLM は決定論的アルゴリズムではない](https://doublespeak.chat/#/handbook#deterministic-output) ためです）。
dismissed
LLM, confidence 0.93
Japanese documentation sentence with mixed scripts in an LLM test doc.
Reasoning
Japanese prose mixing kanji, hiragana and katakana with a Latin link is normal for Japanese text. The 'mixed script' flag is a false positive on natural-language prose, not an identifier. The snippet contains no instruction to a model.
-
string literal compression ratio 0.962 (130 bytes) (raw pass, confidence 0.60)
* <abbr title="Mozilla Developer Network - Mozilla 開発者ネットワーク: 開発者向けドキュメント、Firefox の開発元が執筆">MDN</abbr>
* <abbr title="Input/Output - 入出力: ディスクの読み書き、ネットワーク通信。">I/O</abbr>.
dismissed
LLM, confidence 0.93
Markdown list of abbr tags with Japanese glossary text.
Reasoning
Compression-ratio flag on a plain Japanese markdown list of abbreviation HTML tags with Japanese glosses. High entropy is inherent to CJK text and markup, not obfuscation.
-
identifier `リクエストごとやユーザーごとに別々のモデルを使うわけではありません` mixes scripts: Katakana + Hiragana + Han + Other (raw pass, confidence 0.80)
同じモデルをリクエスト間で共有するので、リクエストごとやユーザーごとに別々のモデルを使うわけではありません。
dismissed
LLM, confidence 0.95
A normal Japanese sentence in FastAPI docs flagged for mixed scripts.
Reasoning
Japanese prose mixing Katakana, Hiragana and Han is ordinary written Japanese, not an identifier obfuscation. The snippet is a normal documentation sentence.
-
identifier `共有するロジックや変数のない別々の関数でそれを行うのは難しく` mixes scripts: Han + Hiragana + Katakana + Other (raw pass, confidence 0.80)
共有するロジックや変数のない別々の関数でそれを行うのは難しく、グローバル変数などに値を保存する必要が出てきます。
そのため、現在は上で説明したとおり `lifespan` を使うことが推奨されています。
dismissed
LLM, confidence 0.95
Japanese documentation paragraph flagged for mixed scripts.
Reasoning
Standard Japanese prose with kanji, hiragana and katakana. The mixed-script flag reflects normal Japanese orthography.
-
identifier `個々のリクエストと` mixes scripts: Han + Other + Hiragana + Katakana (raw pass, confidence 0.80)
- **トレース**: 個々のリクエストと、それを処理するために実行された操作の記録です。時間を計測する各操作を**スパン**と呼びます。
- **ログ**: アプリケーションの起動や操作の失敗など、イベントのタイムスタンプ付きの記録です。
dismissed
LLM, confidence 0.95
Japanese OpenTelemetry docs bullet flagged for mixed scripts.
Reasoning
Japanese bullet-list prose describing traces and logs. Mixed scripts are expected in Japanese text.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.85
Documentation example showing PowerShell environment variable assignments before a uv run command.
Reasoning
This is a PowerShell console example in a documentation code block setting environment variables before running fastapi. The variable-named command is PowerShell's $Env: assignment syntax in a doc sample, not a hidden or attacker-controlled execution path.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.85
Documentation example setting ADMIN_EMAIL and APP_NAME env vars in PowerShell.
Reasoning
Same PowerShell environment-variable example in a documentation console block, with the same benign reading.
-
identifier `時々カウンターの表示を見て` mixes scripts: Han + Other + Katakana + Hiragana (raw pass, confidence 0.80)
時々カウンターの表示を見て、自分の番号になっているか確認します。
やがてあなたの番になります。カウンターに行き、ハンバーガーを受け取り、テーブルに戻ります。
dismissed
LLM, confidence 0.95
Japanese tutorial prose flagged for mixed scripts.
Reasoning
Japanese narrative prose from the async tutorial. Mixed scripts are normal here.
-
identifier `家の別々のエリアを掃除できれば` mixes scripts: Han + Hiragana + Other + Katakana (raw pass, confidence 0.80)
しかしこの場合、8 人の元レジ係/料理人/現清掃員を連れてきて、それぞれ (あなたも加えて) 家の別々のエリアを掃除できれば、**並列** に作業でき、より早く終えられます。
dismissed
LLM, confidence 0.95
Japanese analogy paragraph flagged for mixed scripts.
Reasoning
Japanese explanatory sentence with kanji and kana. No obfuscation present.
-
identifier `我々は間違いを犯す` mixes scripts: Han + Other + Hiragana (raw pass, confidence 0.80)
### 我々は間違いを犯す { #we-make-mistakes }
私たち人間は常に**間違い**を犯します。ソフトウェアには、ほとんど常に**バグ**があらゆる箇所に隠されています。🐛
dismissed
LLM, confidence 0.95
Japanese deployment concepts heading flagged for mixed scripts.
Reasoning
Japanese heading and prose about human error and bugs. Mixed scripts are expected.
-
identifier `他の人々のこれまでの働きがなければ存在しなかったでしょう` mixes scripts: Han + Hiragana + Other (raw pass, confidence 0.80)
**FastAPI**は、他の人々のこれまでの働きがなければ存在しなかったでしょう。
以前に作られた多くのツールが、作成における刺激として役立ってきました。
dismissed
LLM, confidence 0.95
Japanese history paragraph flagged for mixed scripts.
Reasoning
Japanese history prose. The flag is a false positive from normal Japanese script mixing.
-
identifier `を別々のモデルとして分けて使うことは可能です` mixes scripts: Hiragana + Han + Other + Katakana (raw pass, confidence 0.80)
...しかし、同じアプリ内で Pydantic v1 と v2 を別々のモデルとして分けて使うことは可能です。
```mermaid
dismissed
LLM, confidence 0.95
Japanese Pydantic migration sentence flagged for mixed scripts.
Reasoning
Japanese migration guide sentence with normal script mixing, adjacent to a mermaid fence. Nothing hidden.
-
identifier `徐々に` mixes scripts: Han + Other + Hiragana (raw pass, confidence 0.80)
`bump-pydantic` が適用できない場合は、同一アプリで v1 と v2 のモデルを併用できるサポートを利用して、徐々に v2 へ移行できます。
dismissed
LLM, confidence 0.95
Japanese migration guide word flagged for mixed scripts.
Reasoning
A single Japanese word, 徐々に, with normal kanji and hiragana. The flag is a false positive.
-
string literal compression ratio 1.036 (140 bytes) (raw pass, confidence 0.70)
"_FastAPIライブラリを採用し、クエリで **予測値** を取得できる **REST** サーバを構築しました。 [for Ludwig]_"
dismissed
LLM, confidence 0.90
Short Japanese marketing sentence in the FastAPI index flagged for compression ratio.
Reasoning
A short Japanese sentence in a markdown string, with a high compression ratio on a 140-byte literal. Japanese text has high byte entropy and little redundancy, so this is a raw-pass false positive on ordinary prose.
-
identifier `様々な階層` mixes scripts: Han + Other + Hiragana (raw pass, confidence 0.80)
`BackgroundTasks` の使用は依存性注入システムでも機能し、様々な階層 (*path operation function*、依存性 (dependable)、サブ依存性など) で `BackgroundTasks` 型のパラメーターを宣言できます。
likely benign
LLM, confidence 0.95
Japanese documentation sentence about declaring BackgroundTasks parameters at several dependency levels.
Reasoning
Mixed Han and Hiragana in running Japanese prose is ordinary for the language. The flagged identifier is just the phrase 様々な階層 ('various levels') in a documentation paragraph.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
**FastAPI** は、それぞれの場合の処理⟨U+200B⟩⟨U+200B⟩方法と同じオブジェクトの再利用方法を知っているため、すべてのバックグラウンドタスクがマージされ、バックグラウンドで後で実行されます:
likely benign
LLM, confidence 0.80
Zero-width space inside the Japanese word 処理方法 in the background tasks tutorial.
Reasoning
A zero-width space in a Japanese doc is most likely a copy-paste or translation artifact. It is invisible but has no effect on code and does not hide instructions or code in a doc page.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
**FastAPI** は、それぞれの場合の処理⟨U+200B⟩⟨U+200B⟩方法と同じオブジェクトの再利用方法を知っているため、すべてのバックグラウンドタスクがマージされ、バックグラウンドで後で実行されます:
likely benign
LLM, confidence 0.80
Second zero-width space in the same Japanese sentence about merged background tasks.
Reasoning
Same pattern as the other zero-width space on the same line, consistent with a text-editing artifact in prose rather than deliberate obfuscation.
-
identifier `個々の` mixes scripts: Han + Other + Hiragana (raw pass, confidence 0.80)
`APIRouter` に `dependencies` を置くことで、*path operations* のグループ全体に認証を要求する、といった用途に使えます。個々の *path operation* に依存関係を追加していなくても構いません。
///
likely benign
LLM, confidence 0.92
Japanese tutorial sentence about adding dependencies to a whole APIRouter group.
Reasoning
Japanese prose mixing Han and Hiragana, such as 個々の ('individual'), is normal. No code or hidden content is involved.
-
line length 509 characters (raw pass, confidence 0.50)
-
line length 720 characters (raw pass, confidence 0.50)
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
likely benign
LLM, confidence 0.95
Standard sample JSON Web Token in the Japanese OAuth2/JWT tutorial.
Reasoning
This is the well-known example JWT from jwt.io's documentation (sub 1234567890, John Doe). It is a sample token in a code fence, not a payload or dropper.
-
identifier `同じデータベースを使用してDjangoアプリケーションを徐々に移行することもできます` mixes scripts: Han + Hiragana + Katakana + Latin + Other (raw pass, confidence 0.80)
例えば、Djangoアプリケーションからデータベース内の同じデータをFastAPIアプリケーションと共有できるだけではなく、同じデータベースを使用してDjangoアプリケーションを徐々に移行することもできます。
likely benign
LLM, confidence 0.92
Japanese sentence about sharing a database between Django and FastAPI apps.
Reasoning
Mixed-script Japanese prose about migrating a Django app alongside FastAPI is normal writing in the language.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Korean settings doc showing PowerShell $Env assignments before starting a FastAPI app.
Reasoning
This is a PowerShell-style example of setting environment variables before running fastapi. The variable-command flag is a false positive on a console doc snippet; nothing is executed by the scanner's context.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Second line of the same Korean settings console example setting APP_NAME.
Reasoning
Same console example as the previous finding, with the same benign environment-variable setup for a documentation walkthrough.
-
string literal compression ratio 0.992 (128 bytes) (raw pass, confidence 0.70)
* 100% <dfn title="Python 타입 어노테이션으로, 이를 통해 편집기와 외부 도구가 더 나은 지원을 제공할 수 있습니다">타입 어노테이션</dfn> 코드 베이스.
* 프로덕션 애플리케이션에서 사용됩니다.
dismissed
LLM, confidence 0.85
Korean features list item with a type-annotation definition in an HTML dfn element.
Reasoning
The high-complexity score is a compression-ratio heuristic firing on ordinary Korean prose inside an HTML dfn tag. The critical severity is not justified for normal text.
-
string literal compression ratio 0.957 (162 bytes) (raw pass, confidence 0.60)
"_**FastAPI** 라이브러리를 채택하여 **예측**을 얻기 위해 쿼리를 실행할 수 있는 **REST** 서버를 생성했습니다. [Ludwig을 위해]_"
dismissed
LLM, confidence 0.85
Korean testimonial quote about building a REST prediction server with FastAPI and Ludwig.
Reasoning
A high-complexity flag on a quoted Korean testimonial is a heuristic false positive. The text is readable prose with no hidden content.
-
string literal compression ratio 0.956 (183 bytes) (raw pass, confidence 0.60)
"_**Netflix**는 우리의 **위기 관리** 오케스트레이션 프레임워크인 **Dispatch**의 오픈 소스 공개를 발표하게 되어 기쁩니다! [**FastAPI**로 빌드]_"
dismissed
LLM, confidence 0.85
Korean testimonial quote about Netflix open-sourcing Dispatch built with FastAPI.
Reasoning
Same false positive: a Korean marketing quote about Netflix Dispatch, flagged only by a compression-ratio heuristic.
-
line length 514 characters (raw pass, confidence 0.50)
-
line length 719 characters (raw pass, confidence 0.50)
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
likely benign
LLM, confidence 0.95
Sample JSON Web Token in the Korean OAuth2/JWT tutorial.
Reasoning
This is the same standard jwt.io sample token as the Japanese copy, used as a documentation example.
-
identifier `azərbaycan` mixes scripts: Latin + Other (raw pass, confidence 0.80)
ay: aymar aru
az: azərbaycan dili
ba: башҡорт теле
be: беларуская мова
likely benign
LLM, confidence 0.92
Language name table entry for Azerbaijani with the native name azərbaycan dili.
Reasoning
Azerbaijani text uses the Latin letter ə (schwa), which the script classifier marks as Other. This is legitimate localized language data.
-
identifier `Eʋegbe` mixes scripts: Latin + Other (raw pass, confidence 0.80)
dz: རྫོང་ཁ
ee: Eʋegbe
el: Ελληνικά
en: English
likely benign
LLM, confidence 0.90
Ewe language name using the legitimate Latin-extended letter ʋ.
Reasoning
Eʋegbe is the Ewe endonym and ʋ is a standard Ewe orthographic letter. The mixed-script flag is a false positive on a legitimate language name in a YAML localization table.
-
identifier `æвзаг` contains homoglyph candidates: а (0430)→a (raw pass, confidence 0.70)
or: ଓଡ଼ିଆ
os: ирон æвзаг
pa: ਪੰਜਾਬੀ
pi: पाऴि
likely benign
LLM, confidence 0.90
Ossetian language name in Cyrillic with æ, flagged as a homoglyph.
Reasoning
The Ossetian word æвзаг is written in Cyrillic with the Ossetian-specific æ. The Cyrillic letters are correct for Ossetian, so the homoglyph hit is a false positive on a language name in a data file.
-
identifier `æвзаг` mixes scripts: Latin + Cyrillic (raw pass, confidence 0.80)
or: ଓଡ଼ିଆ
os: ирон æвзаг
pa: ਪੰਜਾਬੀ
pi: पाऴि
likely benign
LLM, confidence 0.90
Ossetian language name mixing Latin æ with Cyrillic letters, which is standard orthography.
Reasoning
This is the same Ossetian string flagged for mixed Latin and Cyrillic. Mixing æ with Cyrillic is normal Ossetian orthography, and the context is a benign localization list.
-
identifier `Saɯ` mixes scripts: Latin + Other (raw pass, confidence 0.80)
yo: Yorùbá
za: Saɯ cueŋƅ
zh: 简体中文
zh-hant: 繁體中文
likely benign
LLM, confidence 0.90
Zhuang language name using legitimate IPA-style Latin letters.
Reasoning
Saɯ cueŋƅ is the Zhuang endonym using IPA-style letters ɯ, ŋ and ƅ from the standard Zhuang orthography. The mixed-script flag is a false positive in a language-name table.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Documentation console snippet setting environment variables, flagged as dynamic execution.
Reasoning
This is a console example in documentation showing PowerShell-style $Env: assignments followed by a fastapi run command. The variable-as-command flag comes from a tutorial transcript, not executable code, and carries no malicious intent.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
Second documentation console line with the same environment variable example.
Reasoning
This is the same documentation console example from the adjacent line, showing ordinary environment variable setup for a FastAPI app. Nothing in it runs or fetches anything dangerous.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
o tem suas próprias coisas, variáveis ⟨U+200B⟩⟨U+200B⟩e memória. E se você estiver consumindo uma grande quantidade de memória em seu código, **cada processo** consumirá uma quantidade equivalente de memória.
likely benign
LLM, confidence 0.85
Stray zero-width space in a Portuguese documentation paragraph.
Reasoning
A zero-width space appears inside Portuguese prose, with 'variáveis ⟨U+200B⟩⟨U+200B⟩e'. This is a common translation or copy-paste artifact in documentation. It is not used to hide executable content, and the text reads normally.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
em suas próprias coisas, variáveis ⟨U+200B⟩⟨U+200B⟩e memória. E se você estiver consumindo uma grande quantidade de memória em seu código, **cada processo** consumirá uma quantidade equivalente de memória.
likely benign
LLM, confidence 0.85
Second stray zero-width space in the same Portuguese documentation paragraph.
Reasoning
Another zero-width space in the same paragraph, again after 'variáveis'. The pattern looks like an editing artifact, with no sign of concealed instructions or payload.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
Esses processos de trabalho seriam aqueles que executariam sua aplicação, eles executariam os cálculos principais para receber uma **request** e retornar uma **resposta**, e carregariam qualquer coisa que você colocasse em variáveis ⟨U+200B⟩⟨U+200B⟩na RAM.
<img src="/img/deployment/concepts/process-ram.drawio.svg">
likely benign
LLM, confidence 0.85
Zero-width space in Portuguese documentation text near an image reference.
Reasoning
A zero-width space sits in Portuguese prose next to an image tag in a documentation page. The surrounding text is ordinary explanation, so this looks like a copy or translation artifact.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
Esses processos de trabalho seriam aqueles que executariam sua aplicação, eles executariam os cálculos principais para receber uma **request** e retornar uma **resposta**, e carregariam qualquer coisa que você colocasse em variáveis ⟨U+200B⟩⟨U+200B⟩na RAM.
<img src="/img/deployment/concepts/process-ram.drawio.svg">
likely benign
LLM, confidence 0.85
Second zero-width space in the same Portuguese documentation passage.
Reasoning
This is another zero-width space in the same documentation passage. It appears alongside ordinary prose and does not hide any instruction or code.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
Para alterar as URLs usadas ⟨U+200B⟩⟨U+200B⟩para as interfaces de usuário da documentação gerada automaticamente, leia a documentação de [Tutorial - Metadados e URLs da Documentação](../tutorial/metadata.md#docs-urls).
likely benign
LLM, confidence 0.85
Stray zero-width space in a Portuguese how-to sentence.
Reasoning
A zero-width space appears in Portuguese text before a link to documentation, with 'ser usadas ⟨U+200B⟩⟨U+200B⟩para'. This is a typical editing artifact in translated docs and carries no payload.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
Para alterar as URLs usadas ⟨U+200B⟩⟨U+200B⟩para as interfaces de usuário da documentação gerada automaticamente, leia a documentação de [Tutorial - Metadados e URLs da Documentação](../tutorial/metadata.md#docs-urls).
likely benign
LLM, confidence 0.85
Second zero-width space in the same Portuguese how-to sentence.
Reasoning
A second zero-width space in the same sentence, a common artifact of copy or translation. The sentence reads as normal documentation prose.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
Mas isso só permitirá certos tipos de comunicação, excluindo tudo que envolva credenciais: cookies, cabeçalhos de autorização como aqueles usados ⟨U+200B⟩⟨U+200B⟩com Bearer Tokens, etc.
Então, para que tudo funcione corretamente, é melhor especificar explicitamente as origens permitidas.
likely benign
LLM, confidence 0.85
Stray zero-width space in a Portuguese CORS tutorial paragraph.
Reasoning
A zero-width space appears in Portuguese CORS tutorial prose, with 'usados ⟨U+200B⟩⟨U+200B⟩com'. The content is ordinary explanatory text, so this is most likely a translation or editing artifact.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
Mas isso só permitirá certos tipos de comunicação, excluindo tudo que envolva credenciais: cookies, cabeçalhos de autorização como aqueles usados ⟨U+200B⟩⟨U+200B⟩com Bearer Tokens, etc.
Então, para que tudo funcione corretamente, é melhor especificar explicitamente as origens permitidas.
likely benign
LLM, confidence 0.85
Second zero-width space in the same Portuguese CORS tutorial paragraph.
Reasoning
A second zero-width space in the same CORS tutorial paragraph. It is an artifact of the translation and does not conceal any meaning or instruction.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
Os parâmetros padrão usados ⟨U+200B⟩⟨U+200B⟩pela implementação `CORSMiddleware` são restritivos por padrão, então você precisará habilitar explicitamente as origens, métodos ou cabeçalhos específicos para que os navegadores tenham permissão para usá-los em um contexto cross domain.
likely benign
LLM, confidence 0.97
Stray U+200B zero-width spaces in Portuguese FastAPI CORS documentation prose.
Reasoning
Zero-width spaces around 'usados' in a Portuguese translated doc are typical copy/paste or typesetting artifacts from translation workflows; no executable or hidden payload.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
Os parâmetros padrão usados ⟨U+200B⟩⟨U+200B⟩pela implementação `CORSMiddleware` são restritivos por padrão, então você precisará habilitar explicitamente as origens, métodos ou cabeçalhos específicos para que os navegadores tenham permissão para usá-los em um contexto cross domain.
likely benign
LLM, confidence 0.97
Second stray U+200B in the same Portuguese CORS documentation sentence.
Reasoning
Same stray zero-width space in the same sentence of a markdown docs file; visually harmless and consistent with translation artifacts.
-
line length 710 characters (raw pass, confidence 0.50)
-
line length 897 characters (raw pass, confidence 0.50)
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
E ambos os modelos serão usados ⟨U+200B⟩⟨U+200B⟩para a documentação interativa da API:
<img src="/img/tutorial/response-model/image02.png">
likely benign
LLM, confidence 0.97
U+200B in Portuguese response-model documentation text.
Reasoning
Zero-width space within Portuguese documentation prose; no code execution or concealed instructions involved.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
E ambos os modelos serão usados ⟨U+200B⟩⟨U+200B⟩para a documentação interativa da API:
<img src="/img/tutorial/response-model/image02.png">
likely benign
LLM, confidence 0.97
Second U+200B in the same Portuguese response-model sentence.
Reasoning
Another zero-width space in the same documentation sentence; a common artifact of translated markdown.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
E as ferramentas também ficarão felizes porque `RedirectResponse` e ⟨U+200B⟩⟨U+200B⟩`JSONResponse` são subclasses de `Response`, então a anotação de tipo está correta.
### Anote uma subclasse de Response { #annotate-a-response-subclass }
likely benign
LLM, confidence 0.97
U+200B preceding a code span in Portuguese response-model documentation.
Reasoning
Zero-width space before 'JSONResponse' in plain documentation prose; benign formatting artifact.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
E as ferramentas também ficarão felizes porque `RedirectResponse` e ⟨U+200B⟩⟨U+200B⟩`JSONResponse` são subclasses de `Response`, então a anotação de tipo está correta.
### Anote uma subclasse de Response { #annotate-a-response-subclass }
likely benign
LLM, confidence 0.97
Second U+200B in the same paragraph of Portuguese response-model docs.
Reasoning
Repeated zero-width space in the same documentation paragraph; no functional impact or malicious intent.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
...isso falha porque a anotação de tipo não é um tipo Pydantic e não é apenas uma única classe ou subclasse `Response`, é uma união (qualquer uma das duas) entre um `Response` e ⟨U+200B⟩⟨U+200B⟩um `dict`.
### Desative o modelo de resposta { #disable-response-model }
likely benign
LLM, confidence 0.97
U+200B in Portuguese explanatory text about response model union types.
Reasoning
Zero-width space in Portuguese documentation prose before a code span; benign translation artifact.
-
U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
...isso falha porque a anotação de tipo não é um tipo Pydantic e não é apenas uma única classe ou subclasse `Response`, é uma união (qualquer uma das duas) entre um `Response` e ⟨U+200B⟩⟨U+200B⟩um `dict`.
### Desative o modelo de resposta { #disable-response-model }
likely benign
LLM, confidence 0.97
Second U+200B in the same Portuguese response-model sentence.
Reasoning
Second zero-width space in the same sentence; no code execution or hidden content.
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
likely benign
LLM, confidence 0.97
Well-known sample JWT string in the Portuguese OAuth2/JWT tutorial.
Reasoning
This is the standard JWT example token from jwt.io's documentation, shown in a docs code block as an illustration of the token format; it is not a hidden payload.
-
identifier `Pythonу` contains homoglyph candidates: у (0443)→y (raw pass, confidence 0.70)
Pythonу придётся сравнить весь общий префикс `stanleyjobso` в `stanleyjobsox` и `stanleyjobson`, прежде чем понять, что строки отличаются. Поэтому на ответ «Неверное имя пользователя или пароль» уйдё
likely benign
LLM, confidence 0.90
Mixed Latin/Cyrillic token 'Pythonу' in Russian documentation prose.
Reasoning
The word 'Pythonу' contains a Cyrillic у, which is a typo-level mixed-script artifact in Russian prose, not an identifier used in code; the snippet is ordinary documentation text with no executable effect.
-
identifier `Pythonу` mixes scripts: Latin + Cyrillic (raw pass, confidence 0.80)
Pythonу придётся сравнить весь общий префикс `stanleyjobso` в `stanleyjobsox` и `stanleyjobson`, прежде чем понять, что строки отличаются. Поэтому на ответ «Неверное имя пользователя или пароль» уйдё
likely benign
LLM, confidence 0.90
Mixed-script Latin/Cyrillic detection on the same 'Pythonу' word in Russian docs.
Reasoning
Same mixed-script word in Russian prose; a natural typing artifact from a Russian author writing 'Python' with a Cyrillic final letter, with no code impact.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.85
Documentation console example setting environment variables before running a FastAPI app.
Reasoning
This is a console transcript in documentation showing PowerShell-style environment variable assignment ($Env:) followed by running a command; the variable is the shell syntax being demonstrated, not an attacker-controlled dropper. Benign docs example.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.95
Documentation example showing PowerShell environment variable assignment before running a FastAPI app.
Reasoning
The snippet is a PowerShell example in translated FastAPI documentation setting environment variables before running uv. The $Env: variable is ordinary PowerShell syntax for documenting environment setup, and nothing here is obfuscated or malicious.
-
line length 666 characters (raw pass, confidence 0.50)
-
line length 890 characters (raw pass, confidence 0.50)
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
likely benign
LLM, confidence 0.97
Sample JSON Web Token used as an illustration in the OAuth2/JWT tutorial.
Reasoning
The blob is the well-known example JWT from jwt.io's documentation (header with HS256 and typ JWT, payload with sub 1234567890 and name John Doe). It is an illustrative token in a tutorial, not an encoded payload.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.95
Documentation console block setting environment variables and running a FastAPI app.
Reasoning
This is a console code block in Turkish FastAPI documentation showing PowerShell environment variable setup and a uv run command. It is a standard documentation pattern.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.95
Repeated documentation example of PowerShell environment variables before launching FastAPI.
Reasoning
The same PowerShell environment setup example appears again in the Turkish docs. The $Env: variable is a documentation example, and the flagged command is just a documented shell line.
-
line length 654 characters (raw pass, confidence 0.50)
-
line length 899 characters (raw pass, confidence 0.50)
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
likely benign
LLM, confidence 0.97
Sample JWT example in the Turkish OAuth2 tutorial.
Reasoning
This is the same well-known jwt.io sample token, used as a tutorial illustration of JWT structure.
-
identifier `необовʼязковою` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Властивість `servers` у специфікації OpenAPI є необовʼязковою.
dismissed
LLM, confidence 0.90
Ukrainian prose word containing a modifier-letter apostrophe, flagged as mixed script.
Reasoning
The flagged identifier 'необовʼязковою' uses the Ukrainian apostrophe U+02BC inside a Cyrillic word. This is correct Ukrainian orthography, so the mixed-script result is a false positive from the apostrophe character.
-
identifier `обʼєкті` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Потім ви можете встановлювати заголовки в цьому *тимчасовому* обʼєкті відповіді.
{* ../../docs_src/response_headers/tutorial002_py310.py hl[1, 7:8] *}
dismissed
LLM, confidence 0.90
Ukrainian prose word with an apostrophe flagged as mixed script.
Reasoning
The word 'обʼєкті' uses the standard Ukrainian apostrophe in ordinary Cyrillic prose. The script-mix flag comes from that apostrophe and is a false positive.
-
identifier `обʼєкт` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Далі ви можете повернути будь-який потрібний обʼєкт, як зазвичай (наприклад, `dict`, модель бази даних тощо).
dismissed
LLM, confidence 0.90
Ukrainian prose word with apostrophe flagged as mixed script.
Reasoning
'обʼєкт' is ordinary Ukrainian spelling with the apostrophe U+02BC. No obfuscation is present.
-
identifier `обʼєкта` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Якщо ви оголосили `response_model`, його все одно буде використано для фільтрації та перетворення поверненого обʼєкта.
dismissed
LLM, confidence 0.90
Ukrainian prose word with apostrophe flagged as mixed script.
Reasoning
'обʼєкта' is a correctly spelled Ukrainian word using the apostrophe. The raw pass flags it only because of the character used.
-
identifier `обʼєкт` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
�стає цей *тимчасовий* обʼєкт відповіді, щоб витягти заголовки (а також кукі та код статусу) і помістить їх у кінцеву відповідь, яка міститиме повернуте вами значення, відфіль… (340 bytes total)
dismissed
LLM, confidence 0.90
Ukrainian prose word with apostrophe flagged as mixed script.
Reasoning
The flagged identifier is 'обʼєкт' in Ukrainian text with the standard apostrophe. The snippet shows no hidden or deceptive content.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.95
Ukrainian documentation console block setting environment variables before running FastAPI.
Reasoning
This is the same PowerShell environment-variable console example in the Ukrainian docs. It is ordinary documentation.
-
[embedded bash] command name is a variable (`$Env`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.95
Documentation example of PowerShell environment setup in the Ukrainian settings page.
Reasoning
Repeated documentation example of setting $Env: variables and running uv. It is a standard tutorial pattern with no hidden execution.
-
identifier `необовʼязковий` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
* _Шлях_ `/items/{item_id}` містить _параметр шляху_ `item_id`, який має бути типу `int`.
* _Шлях_ `/items/{item_id}` містить необовʼязковий `str` _параметр запиту_ `q`.
dismissed
LLM, confidence 0.90
Ukrainian index page word with apostrophe flagged as mixed script.
Reasoning
'необовʼязковий' is correct Ukrainian spelling using the apostrophe U+02BC. The mixed-script flag is a false positive from the apostrophe.
-
identifier `обʼєктів` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
* Автоматичні та зрозумілі помилки, коли дані некоректні.
* Валідацію навіть для глибоко вкладених JSON-обʼєктів.
likely benign
LLM, confidence 0.95
Ukrainian docs word 'обʼєктів' using the modifier letter apostrophe.
Reasoning
The apostrophe in обʼєктів is U+02BC, the standard Ukrainian apostrophe. The word is ordinary Ukrainian prose in documentation, so the mixed-script flag is a false positive from the apostrophe character.
-
identifier `Обʼєктів` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
* Перетворення типів Python (`str`, `int`, `float`, `bool`, `list`, тощо).
* Обʼєктів `datetime`.
* Обʼєктів `UUID`.
* Моделей бази даних.
likely benign
LLM, confidence 0.95
Ukrainian bullet item with 'Обʼєктів' containing the Ukrainian apostrophe.
Reasoning
The 'Обʼєктів' heading-list word uses the legitimate Ukrainian apostrophe U+02BC inside normal Cyrillic prose in a markdown doc.
-
identifier `Обʼєктів` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
* Обʼєктів `datetime`.
* Обʼєктів `UUID`.
* Моделей бази даних.
* ...та багато іншого.
likely benign
LLM, confidence 0.95
Ukrainian docs list item 'Обʼєктів datetime' with the standard apostrophe.
Reasoning
Same Ukrainian apostrophe usage in a plain documentation list; no code execution or hidden content.
-
identifier `обовʼязковий` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
* Перевірить, що є обовʼязковий атрибут `name`, який має бути типу `str`.
* Перевірить, що є обовʼязковий атрибут `price`, який має бути типу `float`.
likely benign
LLM, confidence 0.95
Ukrainian docs sentence using 'обовʼязковий' (mandatory).
Reasoning
'обовʼязковий' is correct Ukrainian spelling with U+02BC apostrophe; the mixed-script signal is triggered by a normal orthographic character.
-
identifier `обовʼязковий` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
* Перевірить, що є обовʼязковий атрибут `price`, який має бути типу `float`.
* Перевірить, що є необовʼязковий атрибут `is_offer`, який має бути типу `bool`, якщо він присутній.
likely benign
LLM, confidence 0.95
Ukrainian docs sentence with 'обовʼязковий attribute'.
Reasoning
Standard Ukrainian orthography with the apostrophe character in documentation prose.
-
identifier `необовʼязковий` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
* Перевірить, що є необовʼязковий атрибут `is_offer`, який має бути типу `bool`, якщо він присутній.
* Усе це також працюватиме для глибоко вкладених JSON-обʼєктів.
likely benign
LLM, confidence 0.95
Ukrainian docs describing an optional attribute with 'необовʼязковий'.
Reasoning
'необовʼязковий' is normal Ukrainian (optional) with the legitimate apostrophe; no malicious indicators in markdown documentation.
-
identifier `обʼєктів` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
* Усе це також працюватиме для глибоко вкладених JSON-обʼєктів.
* Автоматично перетворюватиме з та в JSON.
* Документуватиме все за допомогою OpenAPI, який може бути використано в:
likely benign
LLM, confidence 0.95
Ukrainian docs line with 'JSON-обʼєктів'.
Reasoning
Ukrainian documentation text; the apostrophe in обʼєктів is the standard orthographic character.
-
identifier `необовʼязково` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
### Розгортання застосунку (необовʼязково) { #deploy-your-app-optional }
За бажання ви можете розгорнути ваш застосунок FastAPI у [FastAPI Cloud](https://fastapicloud.com) однією командою. 🚀
likely benign
LLM, confidence 0.95
Ukrainian heading 'Розгортання застосунку (необовʼязково)'.
Reasoning
'необовʼязково' in a Ukrainian section heading ('optional') is legitimate orthography in documentation.
-
identifier `необовʼязкових` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Коли ви встановлюєте FastAPI за допомогою `uv add "fastapi[standard]"`, ви отримуєте групу необовʼязкових залежностей `standard`:
Використовується Pydantic:
likely benign
LLM, confidence 0.95
Ukrainian docs about optional dependency group 'standard'.
Reasoning
Standard Ukrainian word 'необовʼязкових' with the apostrophe used in documentation about optional dependencies.
-
identifier `необовʼязкові` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Якщо ви не хочете включати необовʼязкові залежності `standard`, ви можете встановити через `uv add fastapi` замість `uv add "fastapi[standard]"`.
### Без `fastapi-cloud-cli` { #without-fastapi-cloud-cli }
likely benign
LLM, confidence 0.95
Ukrainian docs sentence about optional dependencies.
Reasoning
Ukrainian documentation prose using the correct apostrophe in 'необовʼязкові'; no code or obfuscation.
-
line length 717 characters (raw pass, confidence 0.50)
-
line length 857 characters (raw pass, confidence 0.50)
-
string literal compression ratio 0.993 (153 bytes) (raw pass, confidence 0.70)
你的 API 現在也能掌控自己的 <dfn title="這只是個玩笑，提醒一下。這與 Cookie 同意無關，但有趣的是連 API 現在也能拒絕可憐的 Cookie。請收下這塊餅乾。🍪">Cookie 同意</dfn>。🤪🍪
你可以使用 Pydantic 的模型設定來 `forbid` 任何 `extra` 欄位：
dismissed
LLM, confidence 0.92
A joking title attribute on a <dfn> element in a Chinese FastAPI documentation page.
Reasoning
The flagged string is a humorous aside in a Traditional Chinese FastAPI tutorial, a title attribute joking about cookie consent with emoji. The high compression ratio comes from repeated emoji and punctuation. It is prose in a markdown doc with no code, execution, or hidden instructions, so this is a raw-pass false positive.
-
line length 655 characters (raw pass, confidence 0.50)
-
string literal compression ratio 0.987 (153 bytes) (raw pass, confidence 0.70)
你的 API 现在可以控制自己的 <dfn title="只是个玩笑，别当真。和 cookie 同意无关，不过连 API 现在都能拒绝可怜的 cookie，挺好玩的。来，吃块小饼干吧。🍪">cookie 同意</dfn>。🤪🍪
dismissed
LLM, confidence 0.90
Chinese docs tooltip joking about cookie consent in a dfn element.
Reasoning
The high compression ratio comes from a deliberately joke-filled Chinese title attribute in an HTML abbr/dfn tag in documentation. It is repetitive humorous prose, not encoded payload or executable code, and the raw pass has a high false-positive rate on CJK text.
-
line length 665 characters (raw pass, confidence 0.50)
-
string literal compression ratio 1.032 (154 bytes) (raw pass, confidence 0.70)
库类库（在某些情况下称为 <abbr title="Object Relational Mapper - 对象关系映射器: 一个花哨的术语，指一种库，其中某些类表示 SQL 表，而实例表示这些表中的行">"ORMs"</abbr>），FastAPI 不会强迫你使用任何东西。😎
dismissed
LLM, confidence 0.90
Chinese docs abbreviation tooltip defining ORMs.
Reasoning
The flagged 154-byte literal is an ordinary Chinese explanatory title attribute defining ORM in a documentation abbr tag. Its compression ratio is high only because of CJK text characteristics; there is no encoded or executable content.
-
`__import__` called on a non-literal expression (ast pass, confidence 0.70)
try:
Color = __import__(module_path, fromlist=["Color"]).Color
except ImportError: pytest.skip(f"{module_path} not available")
likely benign
LLM, confidence 0.90
A test helper that dynamically imports an optional module's Color class and skips if it is unavailable.
Reasoning
This is a test that imports a module from a parametrized module_path and skips the test on ImportError, with a pragma marking the import as expected. The module path comes from test parameters, not untrusted input, and the pattern is a common way to test optional dependencies. Nothing here fetches, decodes, or executes external content.
Run disclude locally to verify. Add --format sarif for SARIF output. Add --llm (with an API key in the environment) to include the LLM review.
disclude.io