Ka whakamātauria te pūngao
Whakama ā-pūnaha OK
380+ tauira
Kāore he tohu wai
Kāore he kōwhiringa e hiahiatia ana
Kāhua:
+ GPT-5, Claude, Gemini
Whakapoata i te waehere (hohe i tētahi faila rānei) me te whiwhi i tētahi whakamātautau katoa mō tōna anga kōwhiringa - pytest, unittest, Jest, Mocha, Vitest, JUnit, Go testing, RSpec, PHPUnit, XCTest rānei. Ko ngā whāinga taupoki (ngā ara mārō / take āraitanga / take hapa / take-based) hei whakahaere i ngā arotahi. Whakawhanake i raro i te puna o te rā - kāore he whakaaetanga Diffblue, kāore he utu $50/dev.
Ka whakahaeretia te whakahau
Ko te whakahuahuatanga
Ka haere tonu te kawenga
Ko ngā kōwhiringa hōhonu
Whakamutunga
He iti rawa nga tohu.
Ka whiwhi atu ētahi atu tohu
❤️ E hiahia ana ki te Free.ai? Whakapāpāho ki ōna hoa!
Ka tāuru i te hei whiwhi pātahitanga tohutoro, ā, ka whiwhi tohu 30,000 ia hoa.
E hiahiatia ana ētahi atu?
Ka whakaingoatia te wāteatanga mo ngā tohu 30K / rā + tāpiri 10K
Ka whakaingoatia te pūkete
E whakapāpā ana i tō tātau tono...
Whakana te whakamātautau wae me ngā whakamātautau me te AI wātea. Ka whakawātea i te waehere katoa.
He pēhea te whakamahi Ka whakamātauria te pūngao
1
Kei roto i tō tou tāuru
Type i te kupu, tuku i tētahi faila, whakaahua rānei i te mea e hiahiatia ana e koe. Kāore he tatau e hiahiatia ana.
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Ka tirohia te whakatūnga
Ka tukatuka tātau AI i tō tātau tono i roto i ngā wā kotahi mā te whakamahi i ngā tauira pūtake tūwhera pai rawa.
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Whakahua & tiritiri
Whakataki, tārua, tiritiri rānei i tōna hua. Whakatika noa iho mō te whakamahinga whaiaro, hokohoko rānei.
Ka whakamahia tēnei utauta mā te API
Whakawaia tēnei utauta mai i tō tātou waehere. OpenAI-hōu te wāhi mutunga o REST, te mana tohu-tokotahi, kāore he SDK tāpiri e hiahiatia ana. Ko ngā utu tohu e ōrite ana ki te tauwhitinga whetū.
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."}]}'Ka whakamātauria te pūngao - FAQ
Whakapoata i tētahi taumahi, kāwai, tētahi rānei o ngā faila katoa, ā, ka hoki mai i tētahi whakamātautau katoa — ngā take-whakahaere, ngā take pito, ngā take hapa, me ngā whakamātautau ā-whakahaere (whakahaere). Ka kōwhiria te anga whakamātautau (pytest / unittest / Jest / Mocha / Vitest / JUnit / Go test / RSpec / PHPUnit / XCTest / etc.) kia ōrite ai te huaputa ki ngā tikanga o tōtou kaupapa.
Ko te Diffblue Cover ko te Java- anake, ā, ka tīmata ki te $50/dev/month i muri i te taumata wātea wātea i te wā o ngā kaupapa iti. Ko Codium AI (nā reira Qodo) he wātea mō ngā tāngata engari he taumaha te whakamahinga, ā, ko te aratau whakamātautau waeine e whakawhāititia ana mō ngā tātaitai IDE-inline, ehara i te pūnaha pūrere katoa. Ko Tabnine e whakatū ana i te whakamātautau ki roto i tōna kaupapa $12/mo Pro. Free.ai he 100% wātea i raro i te pūpū tohu i ia rā, e tautoko ana i ngā anga 9 puta noa i ngā reo nui katoa, ā, ka whakaaetia e koe te kōwhiri i ngā whāinga taupoki (mātau / te pito / ngā hapa / te āhua o te taonga).
Python: Pytest mō ngā kaupapa hou (hōu, pūrere, whakahauhau), whakamātautau wae mō ngā whakahautau stdlib- anake. JavaScript: Vitest (vite-native tere), Jest rānei (te tino rongonui). TypeScript: Vitest, Jest rānei me ts-jest. Java: JUnit 5. Go: te pakipū whakamātautau whakatūtū. Ruby: RSpec. PHP: PHPUnit. Swift: XCTest. Ko te kōwhiri i te tauira hei whakamahi i te whakapuakitanga tika / whakapuaki i te hanganga i kōwhiria.
Kāore i te whakapuaki i ngā tāuru i kōwhiria e te ringa, ka tuhituhi te tauira i te Hypothesis (Python), te whakamātautau tere-whakahaere (JS/TS), te whakamātautau pūtau-whakahaere rānei (Java) e whakaputa ana i ngā rau o ngā tāuru matapōkere, ā, ka whakamātau i tētahi āhuatanga mō rātou katoa. Ka pā ki ngā hē i ngā whakamātautau tuhi-ringa — i te kotahi, i te tau tōpū, i ngā take o te kohinga pae mokowā. Ka whakamahia ina mārama te taumahi i raro i te whakamātautau (whakahaere, whakarārangi i te haerenga intranet, ērā atu mea).
Kāore — Free.ai e waihanga ana i te waehere whakamātautau; ka whakahaeretia e koe i te pae. Ka whakatuwheratia /coder/ hei tuku i ngā faila e rua ki roto i tātau kiriata, ka whakahaeretia, ka tāpiri rānei ki roto i tōtou pūtahi paetata, ka whakahaeretia pytest / npm whakamātautau / haere whakamātautau pērā ki te tikanga. Kei roto i te huaputa te whakahau CLI tika mō te anga i kōwhiria.
E kīia ana te tauira hei waihanga i te iti rawa o te 1 te huarahi whakahauhau, 2-3 ngā take pito, me (mēnā ka whakamātauria ngā hapa) 1-2 ngā whakamātautau huarahi hapa mō ia taumahi tūmatanui. Mō te taupānga pāngarau tino mārō, ka whakamahia tētahi utauta taupānga (coverage.py, c8, jacoco) i muri i te haere — Free.ai e ūngutu ana ki te taupānga whanonga, ehara i te taupānga raina.
Ko ngā whakamātautau i hangaia e AI he wāhi tīmatanga - ka āpitihia ngā take mārama (ngā taitapa whakahauhau + paerewa) kia taea ai e koe te arotahi ki ngā taumahi taupū. Ka pānui i ngā whakamātautau i mua i te whakahauhau; I ētahi wā ka whakapuakina e te tauira ngā uara tūmanako hē i te wā e āhua āhua hē ana te ingoa taumahi. Ka whakaarotia ngā whakamātautau AI pērā ki te PR tuatahi o te kaiwhakawhanake - arotake, whakaoti, whakakotahi.
Ko te mahi pai ake ko te whakamātau i roto i te API tūmatanui. E āhei ana te tauira ki tēnei. Mēnā e hiahiatia ana e koe te taupoki ā-pūtea, e kī ana i roto i te whakahau — ka whakamahia e te tauira te pūnaha reo (Python name mangling, JS āhuahira, te āhuahira Java) engari ka whakamōhio atu ki a koe he huakōrero.
He — ina kawea mai e te pūtake i raro i te whakamātautau ngā kaiwhakahaere DB, ngā kaiwhakahaere HTTP, te I/O faila, te tauira e whakamahi ana i te āhua o te anga (pytest monkeypatch / unittest.mock, Jest jest.mock, Mockito mō Java) ā, ka whakarato i ngā whakarerekētanga iti rawa. Mō ngā whakarerekētanga matatini (he whakamātautau DB 10-whakahaere) ka whakangāwaritia e koe i muri mai.
Tae atu ki te 12,000 ngā āhuatanga (~180 ngā raina) i runga i te huarahi ā-hinengaro. Ko te Claude/GPT tohu-whakahaere-rohe-rohe (200K+ ngā āhua) — ka huri i te wa e waihanga ana i ngā whakamātautau mō tētahi wae katoa.
Ka tukuna te waehere ki te tauira, ka tuwhera, ka whakakoretia. Ka haere te Qwen 3 Coder i runga i ngā GPUs o te Free.ai - kāore e mahue i tātau pūtake i a tātau hanganga. Ko ngā tauira o waho o te utu (Claude / GPT-5) e haere ana mā o rātau kaiwhakamaori i raro i a rātau whakaritenga whakahaere raraunga.
He — POST ki /v1/chat/ me te whakahau pūnaha whakamātautau (whakahau + ngā whāinga taupānga) me te pūtake hei karere kaiwhakaari. Ka whai hua mō tētahi hipanga CI e whakamātau ana i ngā whakamātautau mō ngā pūkete hou. Tirohia te /api/ mō ngā tātai.
Whakawhanaunga i te wātea - 30,000 tohu/rohe
Ka waihanga tētahi pūkete wāteaKāore he kāri ā-pūtea e hiahiatia ana
He pēhea te whakawātea i tēnei utauta?