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Pá kọ́déètì (tabí fi fáìlì pamọ́) àtì gbá àwọn àwọn ààyè-ìwé ìṣàyẹwo tí a tí kọ́ fun àwọn

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Pá àwọn àyọkà láti ṣayẹwo.

Ṣẹ̀dá àwọn ìṣàyẹwo kọnputa àti àwọn ìṣàyẹwo àwọn AI ọ̀fẹ̀. Àwọn ìṣàfilọ́lẹ̀ ìṣàmúlò-ètò nípa ìṣàfarawé.

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Lo àtòjọ-ẹ̀yàn yìí láti inú API

Ṣàfikún àtòjọ-ẹ̀yàn yìí láti inú ìṣàmúlò-ètò rẹ̀. Ààyè ìparí REST tí a bá fẹ́ OpenAI, ìṣàfihàn tókè-àwọn àtílẹ̀, kò ní SDK tí a fẹ́. Àwọn owó tókè ní ìdáràn wẹ́ẹ̀bù.

Àwọn Àkọsílẹ̀ Gba àwọn àwọn àmì-ìwé API

curl -X POST https://api.free.ai/v1/chat/ \
  -H "Authorization: Bearer sk-free-..." \
  -H "Content-Type: application/json" \
  -d '{"model": "qwen-coder", "messages": [{"role": "user", "content": "Write a Python function that reverses a string."}]}'

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Free.ai Coder

Àwọn Àmì-ìwé

Chat pẹlú Repo GitHub

Àwọn Àmì-ìwé Python

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Àwọn Àkọlé

Àwọn Ìwé-iṣẹ́ Ìwé — FAQ

Pa iṣẹ́, ìṣàmúlò-ètò, tàbí fáìlì ìwọ̀n kan pàtó láti gba àwọn ààyè-ìwé ìṣàyẹwo tí a tí kọ́ nípa - àwọn ààyè-ìwé-ìgbà, àwọn ààyè-ìgbà ìsàlẹ̀-ètò, àwọn ààyè-ìpàtì, àwọn ààyè-ìpàtì àwọn

Diffblue Cover is Java-only and starts at $50/dev/month after a free tier capped at small projects. Codium AI (now Qodo) is free for individuals but throttles heavy use and the unit-test mode is optimized for IDE-inline patches, not whole-file suites. Tabnine bundles test generation into its $12/mo Pro plan. Free.ai is 100% free under the daily token pool, supports 9 frameworks across all major languages, and lets you pick coverage targets explicitly (happy / edge / errors / property-based).

Python: pytest fun àwọn ìṣàmúlò-ètò tuntun (móòdù, àwọn

Àwọn àwọn ààyè-iṣẹ́ àwọn ààyè-iṣẹ́ tí a yan ní ọwọ́, módè́ẹ̀lì náà kọ́ àwọn ìṣàyẹwo Hypothesis (Python), ìṣàyẹwo-ìjánú (JS/TS), tàbí junit-quickcheck (Java) tí wọ́n sàlọ́lẹ̀ àwọn ààyè-iṣẹ́ ọ̀pọ̀lọpọ̀ àti tí wọ́n bá jẹ́ àwọn ààyè-iṣẹ́ tí a kọ̀ ní ọwọ́. A gba àwọn ààyè-iṣẹ́ tí a kọ̀ ní ọwọ́ tí wọ́n kò bá mọ̀ - tí a bá jẹ́ kejì, àwọn ààyè-iṣẹ́ tí a bá fi àwọn inẹ́ẹ̀kì pamọ́, àwọn ààyè-iṣẹ́ tí a bá fi pamọ́. Lò látigbà tí àwọn ìṣàyẹwo tí a fi pàtó ní invariant tí a mọ̀ (ìṣàmúlò-ètò, ìṣàfilọ́lẹ̀, àwọn nǹkan bẹẹ́).

Kò — Free.ai kọ́dù ìṣàyẹwo; o lè rọ́ọ̀nù o ní pàtó. Ṣí /kódì/ láti fi àwọn fáìlì àwọn meji náà lọ́wọ́lọ́wọ́ nínú àwọn ààyè-iṣẹ́ àwọn ààyè-iṣẹ́ wà, àti láti pàtó, tàbí láti pàtó nínú àwọn répò àwọn pàtó rẹ̀ àti láti rọ́ọ̀nù pytest / ìsàyẹwo npm / ìsàyẹwo lọ́wọ́lọ́wọ́. Àtòjọ-ẹ̀yàn náà ní àṣẹ CLI tí a tì yan fún àwọn

The model is told to generate at minimum 1 happy-path, 2-3 edge cases, and (if errors are checked) 1-2 error path tests per public function. For mathematically rigorous coverage use a coverage tool (coverage.py, c8, jacoco) after running — Free.ai targets behavioral coverage, not line coverage.

Àwọn ìṣàyẹwo tí a kọ̀ nípa AI ní àwọn ààyè ìṣàfarawé - wọ́n tí wọ́n kọ́ àwọn

Àwọn ìṣàmúlò-ètò tí o dara ju ní pé a fi ààyè pamọ́ láti inú API àwọn alábòójútó. Àwọn móòdù náà ní pàtó. Tó bá fẹ́ àwọn àwọn àtòjọ-ẹ̀yàn àwọn àwọn àtòjọ-ẹ̀yàn àwọn àwọn àtòjọ-ẹ̀yàn, sọ̀rọ̀ nínú àgbègbè - àwọn móòdù náà á ló àwọn ààyè àwọn ìṣàmúlò-ètò (Python name mangling, JS dynamic access, Java reflection) láti fi òyé pamọ́ fún ọ̀rọ̀ kọ́dì.

Yà — nigba tí àwọn ìṣàfilọ́lẹ̀ tí a tíwá nínú ìṣàfilọ́lẹ̀ DB, HTTP, fáìlì I/O, bbl. lò ní módè́lì náà lò àwọn ìṣàfilọ́lẹ̀ àwọn aládákọ́ àwọn aládákọ́ tí a tíwá (pytest monkeypatch / unittest.mock, Jest jest.mock, Mockito fún Java) àtì fi àwọn à

Àwọn àwọn àmì-àṣírí 12,000 (~180 àwọn ìrísí-lẹ́tà) ní páàsì ààyè-iṣẹ́. Àwọn àwọn ààyè-iṣẹ́ píláàsì Claude/GPT tí a fi pamọ́ fún àwọn ìṣàyẹwo àwọn fáìlì ìtàn (200K+ àwọn àmì-àṣírí) - yipada láti mú àwọn ìṣàyẹwò fún móòdù ìtàn.

Àwọn àkọ́lé tí a fi ranṣẹ sí àwọn ààyè-iṣẹ́, àwọn ìṣàmúlò-ètò, àti àwọn ààyè-iṣẹ́. Aṣàfilọ́lẹ̀-ẹni-ní-ọ̀rọ̀-ọ̀fẹ́ Qwen 3 Coder tí n ṣiṣẹ́ lórí GPUs Free.ai tí wọn ǹ bá - àwọn ààyè-iṣẹ́ rẹ̀ kò fi kù nínú àwọn ààyè-iṣẹ́ wà. Àwọn ààyè-iṣẹ́ inú inú (Claude / GPT-5) tí a fi pamọ́ sí àwọn ààyè-iṣẹ́ wọn nínú àwọn

Ya - POST sí /v1/gbákọ́/ láti inú àgbèwọlé ìṣàmúlò-ètò ìṣàyẹwo (ìṣàyẹwo àwọn àwọn ààyè-iṣẹ́ + àwọn àwọn ààyè-iṣẹ́) àti àwọn ìṣàfihàn bí àṣẹ́ òǹlò. Lòòrólò fún àgbèwọlé CI tí ó ń ṣẹ́gun ìsàyẹwò fún àwọn fáìlì tuntun. Wòye /api/ fún àwọn àgbèwọlé.

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Fi àwọn ìṣàmúlò-ètò rẹ̀ pamọ́

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Ṣàfikún & Àwọn Àkọsílẹ̀

Lo àtòjọ-ẹ̀yàn yìí láti inú API

Àwọn Àṣẹ AI Fúnràn

Àwọn Ìwé-iṣẹ́ Ìwé — FAQ

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