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Imodeli:
+ GPT-5, Claude, Gemini
Ncamashi ikhodi (noma ulayishe ifayela) futhi uthole i suite yokuhlolwa okuphelele kwephrojekthi yakho yokukhetha - pytest, unittest, Jest, Mocha, Vitest, JUnit, Go ukuhlolwa, RSpec, PHPUnit, noma XCTest. Khetha izinhloso zokugqugquzela (uhambo olunempumelelo / izimo ze-edge / izimo zephutha / iproperties-based) ukuqondisa izintandokazi. Free ngaphansi kwe-pool yemihla ngemihla - akukho Diffblue ilayisense, akukho $50 / dev izindleko.
Sebenzisa umlayezo
Amabhukwana okugqugquzela
Amanyathelo alandelayo
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Imiphumela
Ama-token aphansi.
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Kuqedwa isicelo sakho...
Yenza ukuhlolwa kweyunithi kanye ne-suites yokuhlolwa nge-AI emahhala. Ukuvikelwa kwekhodi okugcwele ngokuzenzakalela.
Indlela yokusetshenziswa Ukuhlolwa kokukhiqizwa
1
Faka isingeniso sakho
Bhala umbhalo, thumela ihele, noma chaza ofuna ukukwenza. Akukho akhawunti edingekayo.
2
Chofoza ukudala
I-AI yethu isebenza isicelo sakho emaminithini ambalwa usebenzisa amamodeli angcono kakhulu avulekile.
3
Layisha phezulu futhi uhlukanise
Layisha phezulu, kopela, noma uhlukanise imiphumela yakho. Imahhala ukusebenziseka komuntu siqu nebhizinisi.
Sebenzisa lesi sisetshenziswa nge-API
Yenza lokhu sixhobo sisebenze ngokuzenzakalela kusuka kukhodi yakho. I-REST ehambisanayo ne-OpenAI, ubufakazi be-token, akukho SDK edingekayo. Izindleko ze-token zifana ne-web interface.
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."}]}'Amathuluzi ahlobene ne-AI emahhala
Ukuhlolwa kokukhiqizwa - FAQ
Ncamashi umsebenzi, isigaba, noma ifayela lonke bese uthola i-test suite egcwele - izinkinga zendlela ejabulisayo, izinkinga zesiphetho, izinkinga zephutha, kanye (ngezinketho) izinkinga ezisekelwe ezindaweni. Khetha iphrojekthi yokuhlolwa ngokucacile (pytest / unittest / Jest / Mocha / Vitest / JUnit / Go test / RSpec / PHPUnit / XCTest / njll.) ukuze i-output ifana ne-project conventions yakho.
Diffblue Cover yiJava-kuyo kuphela futhi iqala ku $ 50 / dev / ngenyanga ngemuva kohlobo olumahhala olugqekeziwe emikhakheni emincane. Codium AI (manje Qodo) imahhala kubantu kodwa i-throttles ukusetshenziswa okunzima futhi indlela yokuhlola iyunithi ilungele i-IDE-inline patch, hhayi i-file suites. Tabnine iqoqa ukuhlolwa kokukhiqizwa kwi- $ 12 / mo Pro plan. Free.ai yi-100% mahhala ngaphansi kwe-token pool yansuku zonke, ixhasa ama-frameworks angu-9 kuwo wonke ama-languages aphambili, futhi ikuvumela ukuthi ukhethe izinhloso zokugqugquzela ngokucacile (uthando / umkhawulo / amaphutha / i-property-based).
Python: pytest for new projects (modern, fixtures, parameterize), unittest for stdlib-only constraints. JavaScript: Vitest (fast Vite-native) or Jest (most popular). TypeScript: Vitest or Jest with ts-jest. Java: JUnit 5. Go: built-in testing package. Ruby: RSpec. PHP: PHPUnit. Swift: XCTest. The picker forces the model to use the exact assertion / fixture syntax for the chosen framework.
Ngezansi kokuveza ngesandla-ikhethiwe izingeniso, imodeli ibhala Hypothesis (Python), fast-check (JS/TS), noma junit-quickcheck (Java) ukuhlolwa okudala amakhulu we izingeniso ezingenalutho futhi uqinisekise iproperties igcina kuzo zonke. Iqoqa amaphutha ngesandla-ibhalwe ukuhlolwa ukulahlekelwa - off-by-one, integer overflow, emqoka izingxoxo zokuqoqa. Sebenzisa uma umsebenzi ngaphansi kokuhlolwa une invariant ecacile (ukuhlukaniswa, parsing roundtrip, njll.).
Akukho - Free.ai ikhiqiza ikhodi yokuhlolwa; uyisebenzisa endaweni. Vula /coder/ ukushiya amafayela amabili kwi-sandbox yethu yesiphequluli futhi usebenzise, noma ubeke kwi-repo yakho yasendaweni futhi usebenzise pytest / npm ukuhlolwa / go ukuhlolwa njengejwayelekile. I-output ifaka umyalo we-CLI ofanele we-framework ekhethiwe.
Imodeli itshela ukuthi ikhiqize 1 happy-path, 2-3 edge cases, kanye (uma iphutha lihlolwe) 1-2 error path tests per public function. Ukugqugquzela okuqinile kwe-mathematics sebenzisa ithuluzi lokugqugquzela (coverage.py, c8, jacoco) ngemuva kokusebenza - Free.ai idinga ukugqugquzela okuphathelene, hhayi ukugquzela kwelayini.
Ukuhlolwa kwe-AI-kudalwa yindawo yokuqala - zihlanganisa izimo ezicacile ngokushesha (izimo ezijabulisayo + ezijwayelekile) ukuze ukwazi ukubhekana nemisebenzi eminingi eminingi. Funda njalo ukuhlolwa ngakunye ngaphambi kokufaka; imodeli ivame ukuchaza amaxabiso alindelekile angekho ngesikhathi igama lomsebenzi liyi-ambiguous. Ukwelashwa kwe-AI ukuhlolwa njenge-PR yokuqala ye-junior dev - ukuhlola, ukulungisa, ukuxhuma.
Ukusebenza okuhle kakhulu kuwukuhlola nge-API yasekhaya. Imodeli ihamba phambili kulo. Uma ufuna ukufaka indlela yomuntu siqu, khuluma ngayo ebhokisini - imodeli izosebenzisa indlela yesilimi (igama le-Python lihamba, ukungena kwe-JS okuqhubekayo, ukubheka kwe-Java) kodwa izokutshela ukuthi iphunga lekhodi.
Yebo - uma umsuka ongaphansi kokuhlolwa ufaka abaxhasi be-DB, abaxhasi be-HTTP, ifayela I/O, njll. imodeli isebenzisa i-framework's mocking primitive (pytest monkeypatch / unittest.mock, Jest jest.mock, Mockito for Java) futhi inikeza amaphutha ancane. Amaphutha anzima (i-10-method DB session) uzokwazi ukuwalula ngesandla ngemuva.
Kuze ku-12,000 amaphawu (~180 ama-line) kundlela ethosiwe. I-premium Claude/GPT ephathekayo eminingi-isimo sizophatha ihele eligcwele (200K+ amaphawu) ukuhlolwa kwe-runs - shintsha uma ukhiqiza ukuhlolwa kwengxenyekazi egcwele.
Ikhowudi ithunyelwe kumodeli, iqhubekelwe phambili, futhi ilahlekile. Ikhowudi yeQwen 3 eqokiwe isebenza ku-Free.ai's own GPUs - umsuka wakho awusoze washiya isakhiwo sethu. Amamodeli angaphandle aphezulu (Claude / GPT-5) ahamba ngezindlela zabo ezihlinzeka ngazo ngaphansi kwezimo zabo zokuphatha idatha.
Yebo - POST ku /v1/chat/ nge-test system prompt (framework + coverage targets) kanye nomsuka njengomsebenzisi womlayezo. Esetshenziswa ku-CI step eyenza ngokuzenzakalela ukuhlolwa kwefayela elisha. Bona /api/ ngezinhlamvu.
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