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
Soft hyphen inside a German word in a docs markdown list.
Reasoning
Soft hyphens inside German words in a markdown documentation file are a typical hyphenation artifact from text editing or translation; no executable context and no concealment purpose evident.
-
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
Second soft hyphen in the same German docs line.
Reasoning
Same soft hyphen artifact in the same German documentation line; benign hyphenation residue.
-
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 in a German word in docs markdown.
Reasoning
Soft hyphen in German prose inside a documentation markdown file; no code execution 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 0.90
Second soft hyphen in German docs markdown.
Reasoning
Soft hyphen in German prose; benign text artifact in 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)
```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 PowerShell environment variables before running fastapi.
Reasoning
PowerShell-style environment variable assignment ($Env:NAME = value) shown in a console example in FastAPI docs. The variable command name is a documentation shell-prompt artifact, not an injected payload; the example sets harmless app settings.
-
[embedded bash] command name is a variable (`$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 console example setting APP_NAME and running fastapi run.
Reasoning
Same PowerShell env var example in a documentation code block; benign tutorial content setting ADMIN_EMAIL and APP_NAME.
-
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 prose about case sensitivity in headers.
Reasoning
Soft hyphen within a German compound word in prose of 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
Second soft hyphen in German docs prose.
Reasoning
Second soft hyphen in the same German prose sentence; benign text artifact.
-
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
Well-known sample JWT token in OAuth2 documentation.
Reasoning
This is the canonical example JWT from jwt.io documentation (header decodes to alg HS256, typ JWT; payload is the sample sub/name/iat). It is a public documentation example, not a malicious payload.
-
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 in German text in an LLM prompt doc.
Reasoning
Soft hyphen in German prose inside an LLM prompt documentation file; benign text artifact.
-
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
Second soft hyphen in German LLM prompt doc.
Reasoning
Second soft hyphen in the same German prose line; 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 0.90
Soft hyphen in German text in LLM prompt doc.
Reasoning
Soft hyphen in German prose in a documentation prompt file; no executable concealment.
-
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
Second soft hyphen in German LLM prompt doc.
Reasoning
Second soft hyphen in the same German line; benign text artifact.
-
[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
English docs console example setting PowerShell env vars before running fastapi.
Reasoning
Same PowerShell environment variable example as the German copy; benign documentation of setting app config via env vars.
-
[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
English docs console example setting APP_NAME and running fastapi run.
Reasoning
Same benign PowerShell env var documentation example as the other copy.
-
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 0.90
Russian text in a release note link title.
Reasoning
Cyrillic с in Russian prose inside a link title; natural language, not an identifier attack.
-
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 in a tutorial.
Reasoning
This is the well-known JWT example from jwt.io (header, payload with sub/name/iat, sample signature) in documentation; 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 0.85
PowerShell example setting env vars before running fastapi.
Reasoning
PowerShell environment variable syntax in a console example in docs; $Env is a PowerShell built-in automatic variable, not a dropper.
-
[embedded bash] command name is a variable (`$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 0.85
PowerShell example setting env vars before running fastapi.
Reasoning
Same PowerShell environment-variable documentation example; benign.
-
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 JSON Web Token in a tutorial.
Reasoning
Standard sample JWT from documentation, same as the English version.
-
[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
PowerShell example setting env vars before running fastapi.
Reasoning
PowerShell env var documentation example, 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 0.85
PowerShell example setting env vars before running fastapi.
Reasoning
PowerShell env var documentation example, benign.
-
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 JSON Web Token in a tutorial.
Reasoning
Standard sample JWT in 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)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.85
PowerShell example setting env vars before running fastapi.
Reasoning
PowerShell env var documentation example, 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 0.85
PowerShell example setting env vars before running fastapi.
Reasoning
PowerShell env var documentation example, benign.
-
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 JSON Web Token in a tutorial.
Reasoning
Standard sample JWT in documentation.
-
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
Japanese prose in an LLM test document.
Reasoning
Japanese prose mixing Han, Hiragana and Katakana is normal for Japanese text; not an identifier.
-
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 0.90
Japanese glossary abbr tags in markdown.
Reasoning
Markdown abbreviation tags with Japanese descriptions; high ratio reflects natural prose, 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 0.97
Japanese documentation sentence flagged for mixed scripts.
Reasoning
Normal Japanese prose in a markdown docs file. The mixed Katakana, Hiragana, and Han are standard Japanese orthography, and the 'identifier' is just a sentence the tokenizer grouped together. Raw-pass unicode noise.
-
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 0.97
Japanese documentation paragraph flagged for mixed scripts.
Reasoning
Ordinary Japanese paragraph text in documentation. Mixed scripts are expected in Japanese, and nothing here is executable or obfuscated.
-
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 0.97
Japanese documentation bullet flagged for mixed scripts.
Reasoning
Normal Japanese bullet text describing tracing and logs. The mixed-script flag is a false positive from natural Japanese prose.
-
[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 console example in docs setting environment variables before starting the app.
Reasoning
This is a documentation console example showing PowerShell environment variable assignment before running a FastAPI app. The variable-as-command pattern is PowerShell syntax in an illustrative block, not a dropper or hidden execution. The AST pass flagged it only because the parser treats $Env as a command name.
-
[embedded bash] command name is a variable (`$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
PowerShell console example in docs setting environment variables before starting the app.
Reasoning
Same documentation console block as the preceding finding: illustrative PowerShell environment setup for a FastAPI run command, with no download, decode, or remote execution.
-
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 0.97
Japanese tutorial prose flagged for mixed scripts.
Reasoning
Japanese prose in an async tutorial about waiting for a counter number, using a restaurant analogy. 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 0.97
Japanese tutorial prose flagged for mixed scripts.
Reasoning
Japanese explanatory text about parallel cleaning in an analogy. Mixed-script flag is a false positive from natural Japanese.
-
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 0.97
Japanese documentation heading flagged for mixed scripts.
Reasoning
Japanese heading and prose about human error and bugs. Standard Japanese text, not obfuscation.
-
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 0.97
Japanese documentation sentence flagged for mixed scripts.
Reasoning
Japanese history text in documentation with normal script mixing. No code or hidden content.
-
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 0.96
Japanese migration guide sentence flagged for mixed scripts.
Reasoning
Japanese migration guide prose that happens to sit next to a mermaid block. The mixed scripts are ordinary Japanese text.
-
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 0.97
Japanese migration guide sentence flagged for mixed scripts.
Reasoning
Japanese prose about incremental migration. The mixed-script flag on the word 徐々に is a false positive from normal 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]_"
dismissed
LLM, confidence 0.90
Short Japanese project description flagged as high-complexity due to low compression ratio.
Reasoning
A short Japanese string literal in markdown describing a project. The compression ratio is near 1.0 because UTF-8 multibyte Japanese text does not compress well on a 140-byte sample. This is a size artifact, not encoded or hidden content.
-
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 prose phrase '様々な階層' flagged for mixed scripts.
Reasoning
Mixed Han, kana and other characters are normal in Japanese prose. The identifier is ordinary Japanese text in a markdown tutorial, not a homoglyph or obfuscated name.
-
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 0.85
Zero-width space embedded in a Japanese documentation sentence.
Reasoning
A zero-width space inside Japanese prose is a common copy-paste or translation-tool artifact. It is invisible in rendering and has no code effect in a docs file, so it is a minor hygiene issue rather than an attack.
-
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 0.85
Second zero-width space in the same Japanese documentation line.
Reasoning
Second zero-width space in the same Japanese sentence, consistent with translation or copy-paste residue. No executable context and no evident intent to hide logic.
-
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 0.95
Japanese prose word '個々の' flagged for mixed scripts.
Reasoning
Japanese prose mixing Han and kana is expected. The token is a normal word in a sentence about APIRouter dependencies.
-
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
Sample JSON Web Token in an OAuth2/JWT tutorial code block.
Reasoning
This is the widely published jwt.io example JWT (HS256 header, sub 1234567890, name John Doe). It is illustrative documentation data with no secret or executable 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。
likely benign
LLM, confidence 0.95
Japanese sentence mentioning Django and FastAPI flagged for mixed scripts.
Reasoning
Ordinary Japanese prose about Django and FastAPI sharing a database. Mixed scripts including Latin product names are normal here.
-
[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
PowerShell $Env assignments in a Korean docs console example.
Reasoning
This is a PowerShell-style environment variable assignment in a console example, showing how to set ADMIN_EMAIL and APP_NAME before running fastapi. The AST pass treats '$Env' as a variable command name, but this is documentation illustrating a common pattern, not a dropper 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 0.85
Repeated PowerShell $Env assignment example in the Korean settings doc.
Reasoning
Same PowerShell environment-variable example repeated in another block. It is benign documentation of configuration via environment variables.
-
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.
likely benign
LLM, confidence 0.90
Korean feature description text flagged for high string compression ratio.
Reasoning
High compression ratio on a Korean prose string literal in markdown is an artifact of repetitive or short-text measurement, not encoded content. The snippet is plain feature-list 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]_"
likely benign
LLM, confidence 0.92
Korean testimonial quote flagged for high string complexity.
Reasoning
This is a Korean testimonial quote in markdown. The compression-ratio metric is triggered by prose, not by any encoded or obfuscated payload.
-
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]_"
likely benign
LLM, confidence 0.92
Korean Netflix testimonial quote flagged for high string complexity.
Reasoning
Korean testimonial quote in markdown with the same false-positive complexity signal. No code or encoded data is present.
-
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
Same jwt.io sample token as the Japanese translation of this tutorial. It is standard illustrative data.
-
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 0.93
Azerbaijani language name in a YAML language table flagged for mixed script.
Reasoning
Azerbaijani native name 'azərbaycan dili' contains the schwa letter ə, a legitimate Latin-extended character. A language-name table naturally contains such text, so this is not a homoglyph attack.
-
identifier `Eʋegbe` mixes scripts: Latin + Other (raw pass, confidence 0.80)
dz: རྫོང་ཁ
ee: Eʋegbe
el: Ελληνικά
en: English
likely benign
LLM, confidence 0.95
Ewe language endonym containing the Latin-extended letter ʋ in a YAML language-names table.
Reasoning
The identifier is the endonym for Ewe (Eʋegbe) in a language-name table. The ʋ letter is a standard Latin-extended character in the Ewe orthography, so the script mix is legitimate and not an identifier-spoofing attempt.
-
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 0.93
Ossetian language name written in Cyrillic with the Latin letter æ, inside a language-names data file.
Reasoning
The value is the Ossetian endonym 'ирон æвзаг', where the Cyrillic text and the Latin æ are both correct for that language. It is display text in a data file, not code, so the homoglyph flag is a false positive.
-
identifier `æвзаг` mixes scripts: Latin + Cyrillic (raw pass, confidence 0.80)
or: ଓଡ଼ିଆ
os: ирон æвзаг
pa: ਪੰਜਾਬੀ
pi: पाऴि
likely benign
LLM, confidence 0.93
Same Ossetian endonym flagged for mixing Latin and Cyrillic scripts.
Reasoning
This is the mixed-script companion of the same Ossetian endonym 'ирон æвзаг'. The Latin æ is a real letter of the language's orthography, so the mix is expected in the data.
-
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 0.93
Zhuang language name using phonetic Latin-extended characters in a language-names YAML file.
Reasoning
'Saɯ cueŋƅ' is the native name of Zhuang, written with IPA-style Latin letters (ɯ, ŋ, ƅ) that are standard in its romanization. This is a legitimate display string in a language 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 example of setting PowerShell environment variables before running fastapi.
Reasoning
This is a documentation console example showing how to set environment variables, written with PowerShell $Env: syntax. It is not executed, and a variable command name in a sample block is not a dropper. The AST rule over-fires on doc examples.
-
[embedded bash] command name is a variable (`$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 example in the same settings documentation block.
Reasoning
Same documentation console block as the previous finding, showing PowerShell $Env: assignments followed by a normal uv run command. It is illustrative text in a markdown tutorial.
-
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 0.80
Stray U+200B zero-width space in a Portuguese deployment-concepts paragraph.
Reasoning
A zero-width space sits between 'variáveis' and the following text in a Portuguese translation paragraph. Such stray characters commonly come from translation or copy-paste tooling. It is not in any code path, though the same pattern recurs across the file.
-
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 0.80
Second stray U+200B in the same Portuguese documentation paragraph.
Reasoning
Another zero-width space in the same translated paragraph, placed around 'variáveis'. This looks like a translation artifact and carries no executable meaning.
-
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 0.78
U+200B zero-width space in Portuguese prose near an image reference in deployment docs.
Reasoning
A zero-width space appears inside Portuguese prose near an image tag in a markdown doc. It is a likely copy or translation artifact, though invisible characters in prose deserve a cleanup.
-
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 0.78
Another U+200B zero-width space in the same Portuguese documentation block.
Reasoning
A second zero-width space in the same prose block, next to the process-RAM image. Consistent with translation tooling leaving invisible characters behind.
-
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 0.80
Zero-width space in a Portuguese how-to sentence about documentation URLs.
Reasoning
A zero-width space appears in a Portuguese sentence about documentation URLs. The character is harmless in rendered text and is a typical translation artifact, with no code or payload involved.
-
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 0.80
Second U+200B zero-width space in the same Portuguese how-to sentence.
Reasoning
A second zero-width space in the same sentence, consistent with stray characters from translation. No executable or identifier context is involved.
-
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 0.80
U+200B zero-width space in a Portuguese CORS tutorial paragraph.
Reasoning
A zero-width space sits inside a Portuguese CORS tutorial paragraph. It is an invisible character from translation or editing, with no effect on code and no sign of an attack.
-
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 0.80
Second U+200B zero-width space in the same Portuguese CORS tutorial paragraph.
Reasoning
Another zero-width space in the same CORS tutorial paragraph. The pattern matches translation artifacts rather than deliberate obfuscation in documentation prose.
-
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 Portuguese documentation prose about CORSMiddleware defaults.
Reasoning
Zero-width space before 'ou' in Portuguese prose ('usados ⟨U+200B⟩⟨U+200B⟩pela') is a typical copy/paste or editor artifact in translated docs. Not malicious; no code execution 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 0.93
Another zero-width space in the same Portuguese CORS documentation sentence.
Reasoning
Second zero-width space in the same sentence of a markdown doc; same benign translation/editor artifact pattern.
-
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 in Portuguese response-model documentation prose.
Reasoning
Zero-width space inside Portuguese prose ('usados ⟨U+200B⟩⟨U+200B⟩para'). Documentation artifact with no executable effect.
-
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
Another zero-width space in the same Portuguese documentation sentence.
Reasoning
Second zero-width space in the same sentence; benign markdown 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 0.92
Zero-width space preceding `JSONResponse` in Portuguese documentation.
Reasoning
Zero-width space before a backticked code name in translated prose; harmless 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 0.92
Second zero-width space in the same Portuguese paragraph about Response subclasses.
Reasoning
Same benign zero-width artifact in the same paragraph of the translated doc.
-
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 0.92
Zero-width space in a Portuguese explanation of union response annotations.
Reasoning
Zero-width space before a backticked `dict` reference in Portuguese prose; no code impact.
-
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 0.92
Another zero-width space in the same Portuguese union-annotation sentence.
Reasoning
Second zero-width space in the same sentence; benign documentation artifact.
-
base64-like blob (74 bytes, compression ratio 1.15) (raw pass, confidence 0.60)
```
eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c
```
likely benign
LLM, confidence 0.95
Documentation example of a JSON Web Token encoded as base64url segments.
Reasoning
This is the canonical example JWT from jwt.io (header HS256/JWT, sub 1234567890, John Doe) shown in documentation. Base64url JSON segments are expected for JWTs; no executable 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 0.85
A Cyrillic 'у' appears inside the Latin word 'Python' in Russian documentation text.
Reasoning
The 'у' in 'Pythonу' is a Cyrillic homoglyph within a Russian prose word, likely a typo or a mixed-keyboard artifact in a translation. It is in documentation prose, not an identifier used by code, so no real deception of code occurs.
-
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 0.80
Mixed Latin and Cyrillic characters in the word 'Pythonу' within Russian documentation.
Reasoning
Same mixed Latin/Cyrillic word 'Pythonу' in prose; the mix is a probable typing error in a translation. Low risk since it is not executable code, though it is a minor doubt about 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)
```console
$ $Env:ADMIN_EMAIL = "deadpool@example.com"
$ $Env:APP_NAME = "ChimichangApp"
$ uv run fastapi run main.py
likely benign
LLM, confidence 0.90
A documentation console example setting environment variables for a FastAPI settings tutorial.
Reasoning
The embedded console block is a PowerShell-style illustration of setting environment variables ($Env:ADMIN_EMAIL) before running a FastAPI app. The variable-as-command flag is a tooling false positive on a documentation example; it runs nothing hostile and the values are placeholders.
-
[embedded bash] command name is a variable (`$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 environment variables before launching the app.
Reasoning
The snippet is a PowerShell example in Russian documentation that sets two environment variables and runs a FastAPI command. The variable-command flag reflects the shell syntax of a doc example, not a hidden 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
```
likely benign
LLM, confidence 0.95
Sample JWT token shown in an OAuth2 tutorial.
Reasoning
The blob is the well-known sample JWT from jwt.io's documentation (header, payload with sub/name/iat, and signature). It is a tutorial example token, 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 0.90
Documentation example setting environment variables in a console block.
Reasoning
This is a console block in Turkish documentation showing environment variable setup for the app. The variable command name is ordinary shell 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 environment variables before launching the app.
Reasoning
Same PowerShell environment-variable example in Turkish docs, with no executed or hidden logic.
-
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 0.95
Sample JWT token shown in an OAuth2 tutorial.
Reasoning
This is the standard jwt.io sample JWT, repeated across the translated docs. It is a public example token.
-
identifier `необовʼязковою` mixes scripts: Cyrillic + Other (raw pass, confidence 0.80)
Властивість `servers` у специфікації OpenAPI є необовʼязковою.
dismissed
LLM, confidence 0.90
Ukrainian word containing the modifier-letter apostrophe, flagged as mixed script.
Reasoning
The flagged identifier uses the Ukrainian apostrophe U+02BC (ʼ) inside a normal Ukrainian word. This is standard orthography, and 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 word with apostrophe in documentation prose.
Reasoning
The word обʼєкті uses the Ukrainian apostrophe U+02BC, which is correct Ukrainian spelling. The mixed-script flag 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 word with apostrophe in documentation prose.
Reasoning
The word обʼєкт contains the standard Ukrainian apostrophe. The raw pass flags a normal linguistic character.
-
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 word with apostrophe in documentation prose.
Reasoning
The word обʼєкта is standard Ukrainian with the U+02BC apostrophe. No obfuscation is present.
-
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 word with apostrophe in documentation prose.
Reasoning
The flagged word is обʼєкт with the standard Ukrainian apostrophe. The surrounding replacement character is an encoding artifact of the snippet, not evidence of an 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
likely benign
LLM, confidence 0.90
Documentation example setting environment variables in a console block.
Reasoning
This is a console doc example in Ukrainian setting environment variables for the app. 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 0.90
Documentation example setting environment variables before launching the app.
Reasoning
Same PowerShell environment-variable example in Ukrainian docs 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 word with apostrophe in the index documentation.
Reasoning
The identifier необовʼязковий uses the Ukrainian apostrophe U+02BC, a normal orthographic feature. The mixed-script flag is a false positive.
-
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 prose word 'обʼєктів' written with a modifier-letter apostrophe.
Reasoning
The flagged token uses U+02BC (modifier letter apostrophe) inside the Ukrainian word обʼєктів, which is the standard orthography for the apostrophe in Ukrainian. It is prose in a markdown doc, not an identifier, so the mixed-script signal is a false positive.
-
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 documentation bullet using the apostrophe in 'Обʼєктів'.
Reasoning
Обʼєктів uses the Ukrainian apostrophe U+02BC in ordinary documentation text. There is no code or execution context, so this is legitimate language usage.
-
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 documentation bullet with 'Обʼєктів' in prose.
Reasoning
Same Ukrainian apostrophe usage in a markdown list of documentation text. The mixed-script flag reflects correct Ukrainian spelling, not an obfuscated identifier.
-
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 prose 'обовʼязковий' (required) with a modifier-letter apostrophe.
Reasoning
The word обовʼязковий is correct Ukrainian with a U+02BC apostrophe. It appears in prose describing validation features, not in executable code.
-
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 documentation bullet containing 'обовʼязковий'.
Reasoning
Same standard Ukrainian apostrophe in a documentation bullet. Markdown prose with no execution or identifier context.
-
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 documentation bullet containing 'необовʼязковий' (optional).
Reasoning
необовʼязковий is a normal Ukrainian word with the modifier-letter apostrophe. It is documentation text, so the flag is a false positive.
-
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 prose sentence containing 'JSON-обʼєктів'.
Reasoning
The apostrophe in обʼєктів is correct Ukrainian orthography in running documentation prose. No code or identifier is involved.
-
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 markdown heading with optional-marked word 'необовʼязково'.
Reasoning
The heading 'Розгортання застосунку (необовʼязково)' is Ukrainian text using the standard apostrophe. It is a markdown heading, not code.
-
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 prose about optional dependencies using 'необовʼязкових'.
Reasoning
необовʼязкових is a correctly spelled Ukrainian word in documentation prose describing optional dependencies. The mixed-script flag is a false positive.
-
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 prose with 'необовʼязкові' (optional) in a documentation sentence.
Reasoning
Standard Ukrainian apostrophe usage in documentation text describing optional dependencies. Nothing executable or obfuscated is present.
-
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 0.93
A Chinese-language documentation string containing a joke about cookie consent, with emoji in an HTML title attribute.
Reasoning
This is a raw-pass high-complexity hit on a string literal in a Markdown tutorial. The 153-byte literal is a Chinese joke about cookie consent, with a title attribute containing emoji and repeated cookie references. The high compression ratio comes from repetitive emoji and the literal's content, not from any encoding or obfuscation. Raw findings have a high false-positive rate, and nothing in the snippet suggests malicious intent.
-
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 0.92
Chinese documentation tooltip text with a joke about cookie consent and emoji.
Reasoning
This is a Chinese markdown HTML <dfn> tooltip containing a joking explanatory sentence. The high compression ratio reflects an ordinary natural-language string with emoji, not an encoded payload. Markdown docs carry no execution risk.
-
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 0.92
Chinese documentation abbr title explaining the ORM acronym.
Reasoning
The flagged string is a Chinese <abbr> title explaining ORM in plain prose. Compression ratio near 1.0 is typical for short CJK text, which is already dense. It is documentation, not executable code.
-
`__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 pytest helper that dynamically imports an optional Color class from a parameterized module path and skips the test if the import fails.
Reasoning
This is an AST-pass dynamic-import hit, but the context looks like a test helper. The module path is a parameter, the import is wrapped in try/except ImportError, and the except branch calls pytest.skip with a message naming the module. The pragma no-cover comment is also typical of a version-compatibility test that imports an optional module such as a Color type from pydantic. The module_path value is not shown, so a fully confident call is not possible, but the pattern is a standard, benign test idiom and does not look like a dropper or hidden payload.
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