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 0.93
Soft hyphen characters embedded in German words in a markdown doc.
Reasoning
Soft hyphen inside German compound word 'Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung' in documentation prose; typical of hyphenation in German text, not an attack vector.
-
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 0.93
Soft hyphen inside German word 'Schrei⟨U+00AD⟩bung' in markdown documentation.
Reasoning
Same soft hyphen pattern in a German word within documentation prose; benign hyphenation.
-
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 0.93
Soft hyphen in German word within a markdown list in documentation.
Reasoning
Soft hyphen in German compound in docs prose; no executable context or hidden payload.
-
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 0.93
Soft hyphen in German word within a markdown list in documentation.
Reasoning
Same benign soft hyphen usage in German documentation 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
Documentation console example setting $Env environment variables before running a FastAPI app.
Reasoning
This is a PowerShell-style environment variable assignment shown as a console example in documentation; the variable command name is an artifact of the doc's shell example, not an executed dropper.
-
[embedded bash] command name is a variable (`$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
Documentation console example setting $Env variables before running fastapi.
Reasoning
Same PowerShell environment setup example in documentation, setting ADMIN_EMAIL and APP_NAME before launching the app; 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 0.93
Soft hyphen within a German word in a FastAPI header-params tutorial.
Reasoning
Soft hyphen inside German compound 'Groß-/Klein⟨U+00AD⟩schrei⟨U+00AD⟩bung' in tutorial prose; 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 0.93
Soft hyphen within a German word in a FastAPI header-params tutorial.
Reasoning
Second soft hyphen in the same German compound in tutorial prose; benign.
-
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 0.95
Standard example JWT string in an OAuth2/JWT tutorial.
Reasoning
This is the canonical example JWT from jwt.io documentation (header with alg HS256, sub 1234567890, name John Doe); a well-known public sample token, not a payload or dropper.
-
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 0.93
Soft hyphen in German word within an LLM prompt markdown file.
Reasoning
Soft hyphen inside German compound in an LLM prompt documentation list; benign text formatting.
-
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 0.93
Soft hyphen in German word within an LLM prompt markdown file.
Reasoning
Second soft hyphen in the same German compound in prompt documentation; benign.
-
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 0.93
Soft hyphen in German word within an LLM prompt markdown file.
Reasoning
Soft hyphen in German compound in documentation list; benign.
-
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 0.93
Soft hyphen in German word within an LLM prompt markdown file.
Reasoning
Second soft hyphen in the same German compound in prompt documentation; 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
English docs console example setting $Env variables before running fastapi.
Reasoning
Same PowerShell environment variable console example in English docs; documentation only, not executed code.
-
[embedded bash] command name is a variable (`$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
English docs console example setting $Env variables before running fastapi.
Reasoning
Same benign PowerShell environment setup example in English documentation.
-
file mixes tab and space indentation (6 tab-indented and 172 space-indented lines) (raw pass, confidence 0.40)
class Termynal {
-
line length 508 characters (raw pass, confidence 0.50)
* ✨ Allow setting the `response_class` to `RedirectResponse` or `FileResponse` and returning the URL from the function. New and updated docs are in the tutorial section **Custom Response - HTML, Stream, File, others**, in [RedirectResponse](https://fastapi.tiangolo.com/advanced/custom-response/#redirectresponse) and
-
identifier `с` contains homoglyph candidates: с (0441)→c (raw pass, confidence 0.70)
* 📝 Add link to article in Russian "FastAPI: знакомимся с фреймворком". PR [#2564](https://github.com/tiangolo/fastapi/pull/2564) by [@trkohler](https://github.com/trkohler).
likely benign
LLM, confidence 0.97
Cyrillic letter in a Russian article title in release notes.
Reasoning
The Cyrillic 'с' sits inside a Russian article title in a changelog link; this is ordinary multilingual prose, not an identifier used for deception.
-
line length 706 characters (raw pass, confidence 0.50)
-
line length 882 characters (raw pass, confidence 0.50)
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
likely benign
LLM, confidence 0.97
Sample JWT token in OAuth2 tutorial documentation.
Reasoning
This is the standard JWT example token from jwt.io (header, payload with sub/name/iat, signature), used illustratively in FastAPI docs; not a real secret or payload.
-
[embedded bash] command name is a variable (`$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 0.95
PowerShell environment variable setup example in Spanish settings docs.
Reasoning
PowerShell-style $Env: variable assignments shown in a console example in documentation; the flagged 'variable command' is an artifact of the Windows syntax in a markdown bash block, with no malicious behavior.
-
[embedded bash] command name is a variable (`$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
Second PowerShell env var example in Spanish settings docs.
Reasoning
Same documentation example of setting env vars then running fastapi; benign tutorial content.
-
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 token in Spanish OAuth2 tutorial.
Reasoning
Same standard sample JWT from the jwt.io example, duplicated in translated 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)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.95
PowerShell environment variable example in French settings docs.
Reasoning
Documentation example setting $Env variables for a PowerShell-style console session; not executable malicious code.
-
[embedded bash] command name is a variable (`$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
Second PowerShell env var example in French settings docs.
Reasoning
Same benign env var example in French docs.
-
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 token in French OAuth2 tutorial.
Reasoning
Standard sample JWT from documentation; no real secret.
-
[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
PowerShell environment variable example in Hindi settings docs.
Reasoning
Benign PowerShell-style env var documentation example in Hindi 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 0.95
Second PowerShell env var example in Hindi settings docs.
Reasoning
Same benign env var example in Hindi docs.
-
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 token in Hindi OAuth2 tutorial.
Reasoning
Standard sample JWT from documentation; no real secret.
-
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）。
likely benign
LLM, confidence 0.90
Mixed Japanese script prose flagged as an identifier in an LLM test doc.
Reasoning
Mixed Japanese scripts in natural-language prose in a Japanese translation test file; the 'identifier' is just a sentence fragment, typical of CJK text tokenization.
-
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>.
likely benign
LLM, confidence 0.93
Japanese glossary abbreviation lines flagged for compression ratio.
Reasoning
Ordinary Japanese glossary abbreviation text; high compression ratio on short natural-language string is a heuristic false positive.
-
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。
likely benign
LLM, confidence 0.97
Japanese sentence in FastAPI documentation flagged for mixed scripts.
Reasoning
Japanese prose in a markdown documentation file. Mixing Katakana, Hiragana and Han is normal for Japanese text; the raw unicode-mixed-script heuristic misfires on natural language.
-
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。
likely benign
LLM, confidence 0.97
Japanese paragraph in docs flagged for mixed scripts.
Reasoning
Ordinary Japanese documentation prose; mixed scripts are expected in Japanese and the flag is a false positive.
-
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。
likely benign
LLM, confidence 0.97
Japanese list item in OpenTelemetry docs flagged for mixed scripts.
Reasoning
Japanese markdown bullet describing traces and logs; natural mixed-script text, not an obfuscated identifier.
-
[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 0.93
Documentation example setting PowerShell environment variables before running fastapi.
Reasoning
This is a PowerShell environment-variable assignment shown as a documentation example in a console code block. The $Env variable is a PowerShell idiom, and the snippet only sets example values and runs a local app; there is no download or hidden execution.
-
[embedded bash] command name is a variable (`$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 0.93
Documentation example setting PowerShell environment variables before running fastapi.
Reasoning
Same documentation console example setting $Env variables for a local fastapi run; the dynamic command name is just PowerShell syntax in a docs code block.
-
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。
likely benign
LLM, confidence 0.97
Japanese restaurant analogy text flagged for mixed scripts.
Reasoning
Japanese narrative prose in an async tutorial; mixed scripts are normal and not an identifier obfuscation.
-
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。
likely benign
LLM, confidence 0.97
Japanese analogy sentence flagged for mixed scripts.
Reasoning
Japanese prose in documentation; the mixed-script flag is a false positive on normal language.
-
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。🐛
likely benign
LLM, confidence 0.97
Japanese heading about mistakes flagged for mixed scripts.
Reasoning
Japanese heading and prose about human error in deployment docs; ordinary text.
-
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。
likely benign
LLM, confidence 0.97
Japanese history paragraph flagged for mixed scripts.
Reasoning
Japanese prose acknowledging prior work; natural mixed-script text with no code or obfuscation.
-
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
likely benign
LLM, confidence 0.96
Japanese migration guide sentence flagged for mixed scripts.
Reasoning
Japanese documentation sentence about Pydantic migration; mixed scripts are expected in Japanese prose.
-
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。
likely benign
LLM, confidence 0.96
Japanese migration guide sentence flagged for mixed scripts.
Reasoning
Japanese prose in a migration guide; the flagged word is ordinary Japanese text.
-
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]_"
likely benign
LLM, confidence 0.85
Italic Japanese-English caption in FastAPI docs flagged for string compression ratio.
Reasoning
A short Japanese-language string in a documentation markdown file with a low compression ratio that is normal for natural-language text of 140 bytes. The critical severity from a high-complexity heuristic on prose is a false positive; the snippet shows no code execution or obfuscation.
-
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。
dismissed
LLM, confidence 0.95
Japanese documentation sentence that the scanner misread as an identifier with mixed scripts.
Reasoning
The flagged identifier is ordinary Japanese prose ('様々な階層' meaning 'various levels') in a Markdown doc. Mixed Han and Hiragana is normal for Japanese text and is not an identifier in any code sense.
-
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
A zero-width space inside a Japanese sentence in the background tasks tutorial.
Reasoning
A zero-width space inside Japanese prose is a common artifact of copy-paste or editor word-break handling. It has no executable effect in Markdown, but it is an odd character, so a small residual doubt remains.
-
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
A second zero-width space in the same Japanese sentence.
Reasoning
This is a second zero-width space in the same phrase, consistent with the same editor or copy-paste artifact. It is invisible in rendered Markdown and carries no code-level effect.
-
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。
///
dismissed
LLM, confidence 0.95
Japanese prose sentence about adding dependencies to path operations, flagged for mixed scripts.
Reasoning
The flagged token '個々の' is ordinary Japanese prose in a documentation sentence, not a code identifier. Mixed scripts are expected in Japanese text.
-
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
```
dismissed
LLM, confidence 0.97
Example JSON Web Token used to illustrate OAuth2 JWT authentication in the Japanese tutorial.
Reasoning
This is the widely published example JWT from the jwt.io documentation, with a standard header, payload (sub, name, iat) and signature. It is a documentation sample, not a live credential or a payload.
-
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。
dismissed
LLM, confidence 0.95
Japanese prose about migrating from Django using a shared database, flagged for mixed scripts.
Reasoning
This is a normal Japanese sentence about sharing a Django database with FastAPI. The mixed Han, Hiragana, Katakana and Latin characters, along with the product name, are typical of Japanese technical writing.
-
[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
PowerShell environment-variable example in the Korean settings documentation, flagged as a variable command name.
Reasoning
The '$Env:' prefix is PowerShell syntax for setting environment variables, shown in a console example. The variable is a shell-usage illustration in documentation and does not execute anything from this file.
-
[embedded bash] command name is a variable (`$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 PowerShell environment-variable line in the Korean settings documentation example.
Reasoning
Same PowerShell '$Env:' documentation example as the adjacent finding. It is a console snippet teaching configuration, not a dropper or dynamic execution in code.
-
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 0.90
Korean feature-list prose flagged for high string compression ratio.
Reasoning
The string is Korean prose with an HTML definition element, and the high compression ratio is a known false positive for natural-language text. Nothing about it is obfuscated.
-
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 0.90
Korean testimonial quote in the index page flagged for string compression ratio.
Reasoning
This is a Korean testimonial quote in Markdown. Its compression ratio is a natural-language statistic and not evidence of encoding or concealment.
-
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 0.90
Korean testimonial quote in the index page flagged for string compression ratio.
Reasoning
This is a Korean testimonial quote about Netflix's Dispatch project. The flag reflects normal prose compressibility, not obfuscation.
-
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
```
dismissed
LLM, confidence 0.97
Example JSON Web Token in the Korean OAuth2 JWT tutorial.
Reasoning
This is the same standard jwt.io sample token used in the Japanese tutorial. It is a documentation example, not a live secret or obfuscated payload.
-
identifier `azərbaycan` mixes scripts: Latin + Other (raw pass, confidence 0.80)
ay: aymar aru
az: azərbaycan dili
ba: башҡорт теле
be: беларуская мова
dismissed
LLM, confidence 0.95
Azerbaijani language name in a YAML localisation table, flagged for a non-ASCII Latin letter.
Reasoning
'azərbaycan' is the native name of the Azerbaijani language, and the schwa 'ə' is a legitimate Latin-extended letter. The YAML is a plain language-name mapping with no code behaviour.
-
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 written with the standard Latin letter ʋ in a language-names data file.
Reasoning
The flagged token is the Ewe language name 'Eʋegbe' in a YAML table of language endonyms. The 'ʋ' (U+028B) is a standard Latin-script letter for Ewe, so the mixed-script warning is a false positive from a raw byte-level pass.
-
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 its native Cyrillic-plus-æ orthography inside a language-names table.
Reasoning
The value 'ирон æвзаг' is the Ossetian endonym. Ossetian is written in a Cyrillic-based alphabet that legitimately uses Latin 'æ' alongside Cyrillic letters, so the Cyrillic 'а' is the correct character rather than a spoofed homoglyph. This is a legitimate multilingual string in documentation.
-
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
Same Ossetian endonym flagged for mixing Latin æ with Cyrillic letters, which is normal for Ossetian.
Reasoning
This is the mixed-script companion to the homoglyph finding on the same token. The Latin 'æ' and Cyrillic letters are both part of the standard Ossetian orthography, so the script mix is expected for this language name.
-
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 written in its Latin orthography with IPA-style letters.
Reasoning
'Saɯ cueŋƅ' is the Zhuang language's self-name in its Latin-based orthography, which uses IPA-derived letters such as ɯ, ŋ and ƅ. It is ordinary data in a language-names file, not obfuscation.
-
[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
PowerShell environment-variable example in a FastAPI settings tutorial, misparsed as bash.
Reasoning
This is a PowerShell-style environment assignment (`$Env:VAR = ...`) inside a documentation console block. The AST pass parsed it as bash, so the 'variable command name' signal is a parser artifact. The content is a harmless tutorial example that sets local environment variables.
-
[embedded bash] command name is a variable (`$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 PowerShell environment-variable line in the same tutorial example, flagged by the bash parser.
Reasoning
Same PowerShell-style `$Env:` example as the previous finding, in an adjacent line of a documentation console block. It only sets variables for a demo app run and is not an execution hazard.
-
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 inside a Portuguese documentation sentence.
Reasoning
A U+200B zero-width space sits between 'variáveis' and 'e' in Portuguese prose. This is a common copy-paste or translation-tool artifact in documentation, not an attack. It has no effect on code execution in this markdown context.
-
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 Portuguese paragraph, consistent with editor or translation residue. It is a cosmetic text artifact and carries no 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 prose near an embedded image.
Reasoning
A zero-width space appears before 'variáveis' in a Portuguese sentence that follows an image tag. This is consistent with copy-paste residue in translated prose and does not hide any executable content.
-
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
Another zero-width space in the same Portuguese documentation passage.
Reasoning
A second zero-width space in the same Portuguese passage, typical of translation or editing residue. It is a low-severity cosmetic issue in documentation.
-
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
Zero-width space in a Portuguese how-to documentation sentence.
Reasoning
A zero-width space sits before 'para' or near 'variáveis' in a Portuguese how-to sentence. This pattern recurs across translated docs and reflects formatting residue, not a functional or malicious change.
-
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 Portuguese sentence, with the same likely origin as the translation or copy-paste artifacts elsewhere in these docs. It has no effect on meaning or execution.
-
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
Zero-width space in a Portuguese CORS tutorial paragraph.
Reasoning
A zero-width space appears before 'variáveis' or 'de' in a Portuguese CORS tutorial paragraph. It is a benign invisible character from editing, with no obfuscation purpose in 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
Second zero-width space in the same Portuguese CORS tutorial paragraph.
Reasoning
A second zero-width space in the same Portuguese CORS paragraph. This is consistent with editor or translation residue and is not a supply-chain or obfuscation concern.
-
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 0.93
A zero-width space appears in a Portuguese sentence in the FastAPI CORS tutorial.
Reasoning
Zero-width space before 'usados' in Portuguese documentation prose, a common copy-paste or typesetting artifact in translated docs; no executable or hidden-instruction context.
-
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 0.93
Another zero-width space in the same Portuguese CORS tutorial sentence.
Reasoning
Second zero-width space in the same Markdown sentence; consistent with copy-paste artifacts in translation, not obfuscation.
-
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 0.93
Zero-width space inside a Portuguese response-model tutorial sentence.
Reasoning
Zero-width space in Portuguese prose within documentation; benign typesetting artifact.
-
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 0.93
Second zero-width space in the same Portuguese response-model sentence.
Reasoning
Second zero-width space in the same sentence of Markdown documentation; benign.
-
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 0.93
Zero-width space near an inline code span in Portuguese documentation.
Reasoning
Zero-width space around a code span in translated prose; common translation artifact, no hidden payload.
-
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 0.93
Second zero-width space in the same Portuguese documentation sentence.
Reasoning
Another zero-width space in the same sentence; benign documentation 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 0.93
Zero-width space in a Portuguese explanation of union response annotations.
Reasoning
Zero-width space in Portuguese prose; no code execution or concealed content.
-
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 0.93
Second zero-width space in the same Portuguese explanation line.
Reasoning
Second zero-width space in the same prose line; benign.
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
likely benign
LLM, confidence 0.95
A base64url-encoded sample JWT shown in a Markdown code block in the OAuth2 JWT tutorial.
Reasoning
The blob is the well-known jwt.io example JWT (header, payload with 'John Doe', signature) used as illustrative documentation text, not a payload or dropper.
-
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 0.85
A Cyrillic letter inside the Russian word 'Python' in prose in the HTTP Basic auth doc.
Reasoning
The Latin 'y' in 'Pythonу' is a Cyrillic у, a homoglyph within a Russian prose word; likely a typo or keyboard-layout mix in translation, with no code effect since it is prose, not an identifier in code.
-
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 0.85
Mixed Latin and Cyrillic script in the same Russian prose word.
Reasoning
Same mixed-script word 'Pythonу' in Russian prose; a typo-level artifact in documentation, not a malicious identifier.
-
[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 0.80
A PowerShell-style environment variable example in a Russian settings doc code block.
Reasoning
Shell-session example in console block showing PowerShell-style env var assignment ($Env:) followed by running uv; documentation illustrating environment configuration, not an attack. Variable-command flag is a generic AST heuristic on example output.
-
[embedded bash] command name is a variable (`$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
dismissed
LLM, confidence 0.90
Russian docs example setting environment variables in a PowerShell session.
Reasoning
Markdown documentation showing PowerShell commands to set environment variables before running a FastAPI app. The variable-command flag is an artifact of a docs example, not a payload.
-
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
```
dismissed
LLM, confidence 0.90
Sample JSON Web Token used as an example in the OAuth2/JWT tutorial.
Reasoning
The blob is the well-known jwt.io sample JWT (header, payload with name John Doe, and signature) used as an illustration in OAuth2 tutorial docs. It is not an obfuscated 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
dismissed
LLM, confidence 0.90
Turkish docs example setting environment variables before running the app.
Reasoning
Same benign PowerShell environment-variable example in Turkish documentation; the flag is a false positive on a docs code block.
-
[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
dismissed
LLM, confidence 0.90
Turkish docs example setting environment variables in PowerShell.
Reasoning
Duplicate of the same benign PowerShell docs example in the Turkish translation.
-
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
```
dismissed
LLM, confidence 0.90
Sample JWT in the Turkish OAuth2 tutorial.
Reasoning
Same public jwt.io sample token used as a documentation example in the Turkish translation.
-
identifier `необовʼязковою` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Властивість `servers` у специфікації OpenAPI є необовʼязковою.
dismissed
LLM, confidence 0.95
Ukrainian prose word containing the standard modifier-letter apostrophe.
Reasoning
The apostrophe in the Ukrainian word необовʼязковою is U+02BC, the standard Ukrainian orthographic apostrophe. Mixing it with Cyrillic is normal prose, not a homoglyph attack.
-
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 0.95
Ukrainian prose word with a standard apostrophe.
Reasoning
The word обʼєкті uses U+02BC, the normal Ukrainian apostrophe, in ordinary documentation prose.
-
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 0.95
Ukrainian prose word with a standard apostrophe.
Reasoning
The word обʼєкт uses the standard Ukrainian apostrophe character; this is normal orthography.
-
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 0.95
Ukrainian prose word with a standard apostrophe.
Reasoning
The word обʼєкта uses the standard Ukrainian apostrophe in documentation prose.
-
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 0.95
Ukrainian prose word with a standard apostrophe, in a truncated snippet.
Reasoning
The flagged identifier обʼєкт is Ukrainian text with the normal apostrophe character; the surrounding garbled bytes are a truncation artifact, not evidence of attack.
-
[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
dismissed
LLM, confidence 0.90
Ukrainian docs example setting environment variables in PowerShell.
Reasoning
Ukrainian docs example of PowerShell environment-variable setup before running the app; the variable-command flag is a false positive.
-
[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
dismissed
LLM, confidence 0.90
Ukrainian docs example setting environment variables in PowerShell.
Reasoning
Duplicate benign PowerShell docs example in the Ukrainian translation.
-
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 0.95
Ukrainian prose word with a standard apostrophe in the index page.
Reasoning
The word необовʼязковий uses the standard Ukrainian apostrophe U+02BC in ordinary documentation prose.
-
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.
dismissed
LLM, confidence 0.95
Ukrainian word 'обʼєктів' (objects) written with the standard modifier-letter apostrophe.
Reasoning
The flagged token uses U+02BC (modifier letter apostrophe), which is the standard Ukrainian apostrophe in words like обʼєктів. The mixed-script signal is a false positive on natural-language prose in a Markdown doc.
-
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.
dismissed
LLM, confidence 0.95
Ukrainian word 'Обʼєктів' in a bullet list, using the standard apostrophe.
Reasoning
Ukrainian prose in a documentation list. The capitalized 'Обʼєктів' uses the legitimate Ukrainian apostrophe character, so there is no obfuscation.
-
identifier `Обʼєктів` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
* Обʼєктів `datetime`.
* Обʼєктів `UUID`.
* Моделей бази даних.
* ...та багато іншого.
dismissed
LLM, confidence 0.95
Ukrainian word 'Обʼєктів' in a bullet list, using the standard apostrophe.
Reasoning
Same pattern as the other Ukrainian doc findings: a normal word with the Ukrainian apostrophe in translated FastAPI documentation.
-
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`.
dismissed
LLM, confidence 0.95
Ukrainian word 'обовʼязковий' (mandatory) with the standard apostrophe.
Reasoning
'обовʼязковий' is a standard Ukrainian word spelled with the modifier-letter apostrophe. The mixed-script detection is a known false positive for Ukrainian orthography.
-
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.
dismissed
LLM, confidence 0.95
Ukrainian word 'обовʼязковий' (mandatory) in documentation prose.
Reasoning
Ordinary Ukrainian documentation prose with the legitimate apostrophe character. No code or hidden content is involved.
-
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.
dismissed
LLM, confidence 0.95
Ukrainian word 'необовʼязковий' (optional) with the standard apostrophe.
Reasoning
'необовʼязковий' is standard Ukrainian (non-mandatory) with the proper apostrophe. Benign translated doc text.
-
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:
dismissed
LLM, confidence 0.95
Ukrainian word 'обʼєктів' in documentation prose.
Reasoning
Ukrainian doc prose using the legitimate apostrophe in 'обʼєктів'. The raw-pass mixed-script signal does not indicate malice here.
-
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. 🚀
dismissed
LLM, confidence 0.95
Ukrainian heading word 'необовʼязково' (optionally) with the standard apostrophe.
Reasoning
'необовʼязково' (optionally) is a standard Ukrainian word in a section heading. The apostrophe is the normal orthographic character.
-
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:
dismissed
LLM, confidence 0.95
Ukrainian word 'необовʼязкових' (optional) in documentation text.
Reasoning
Ukrainian prose with the legitimate apostrophe in 'необовʼязкових'. No code execution or hidden content.
-
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 }
dismissed
LLM, confidence 0.95
Ukrainian word 'необовʼязкові' (optional) in documentation text.
Reasoning
Ukrainian documentation text using the standard apostrophe in 'необовʼязкові'. Benign false positive of the mixed-script heuristic.
-
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 0.95
A joke HTML title attribute with emoji in a FastAPI cookie-parameter documentation page.
Reasoning
This is a raw-pass high-complexity flag on a Traditional Chinese markdown docs page. The high compression ratio comes from a joke title attribute containing emoji and repeated Chinese text in an HTML dfn tag. It is prose humor for a FastAPI tutorial, not obfuscation or executable code.
-
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 documentation sentence with a dfn tooltip joking about cookie consent.
Reasoning
The compression-ratio heuristic fires on short, natural-language Chinese prose with an HTML abbr/dfn tooltip and emoji. The text is a joke about cookie consent, and the markup is ordinary documentation formatting. No executable or encoded payload is present.
-
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 documentation sentence with an abbr tooltip defining ORMs.
Reasoning
The compression-ratio heuristic is triggered by a Chinese prose sentence with an abbr tooltip explaining ORMs. Short CJK text compresses unusually under this measure, so this is a false positive in a documentation file.
-
`__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 0.85
A test helper dynamically imports an optional module by path and skips the test if it is unavailable.
Reasoning
This is a FastAPI test file that dynamically imports an optional module path (for example a Color type from pydantic or a similar library) inside a try/except ImportError with pytest.skip. The module path is a test parameter, not attacker-controlled input from outside. This is a common legitimate test pattern for optional dependencies, though the non-literal __import__ is what the scanner flags.
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