Ukuhlolwa kokukhiqizwa
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Amamodeli angama-380+
Akukho phawu lwamanzi
Akukho ubhaliso olungenayo
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
Izinhlamvu zokugqugquzela
Izinqumo ezilandelayo
Izinketho ezithuthukisiwe
Imiphumela
Ama-token aphansi.
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Kuqedwa isicelo sakho...
Dala izivivinyo zeyunithi kanye nezivivinyo ze-suite nge-AI emahhala. Ukufaka ikhodi okugcwele ngokuzenzakalela.
Indlela Yokusetshenziswa Ukuhlolwa kokukhiqizwa
1
Faka umngenisi wakho
Bhala umbhalo, ulayishe ifayela, noma uchaza ofuna ukukwenza. Akukho akhawunti edingekayo.
2
Chofoza ukwakha
I-AI yethu isebenza isicelo sakho emaminithini usebenzisa amamodeli avulekile angcono kakhulu.
3
Layisha phezulu futhi uhlukanise
Layisha phezulu, kopela, noma uhlukanise imiphumela yakho. Imahhala ukusetshenziswa komuntu siqu nokwebhizinisi.
Sebenzisa lesi sisetshenziswa nge-API
Yenza lokhu sixhobo sisebenze ngokuzenzakalela kusuka kukhodi yakho. I-REST ehambisanayo ne-OpenAI, ukuqinisekisa i-token ye-bearer, 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."}]}'Ukuhlolwa kokukhiqizwa — FAQ
Ncamashi umsebenzi, isigaba, noma ifayela lonke bese uthola i suite yokuhlolwa okuphelele — izinkinga zendlela ejabulisayo, izinkinga zesiphetho, izinkinga zephutha, kanye (ngokukhethwa kukho) ukuhlolwa okusekelwe ezindaweni. Khetha ukuhlolwa kwesakhiwo ngokucacile (pytest / unittest / Jest / Mocha / Vitest / JUnit / Go test / RSpec / PHPUnit / XCTest / njll.) ukuze i-output ifana nezinhlelo zakho ze-conventions.
Diffblue Cover yiJava-kuyo kuphela futhi iqala ku $ 50 / dev / ngenyanga ngemuva kohlobo olumahhala olugciniwe emisebenzini emincane. Codium AI (manje Qodo) mahhala kubantu kodwa i-throttles ukusetshenziswa okunzima futhi indlela yokuhlola iyunithi ilungele i-IDE-inline patches, hhayi ama-suites wefayela lonke. 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 amakhulu, futhi ikuvumela ukuthi ukhethe izinhloso zokugcoba ngokucacile (uthando / umkhawulo / amaphutha / i-property-based).
Python: pytest yezinhlelo ezintsha (ezimanje, izilungiselelo, ukufaka amapharamitha), iyunithi yokuyihlola ye-stdlib-only imingcele. JavaScript: Vitest (i-fast Vite-native) noma Jest (ethandwa kakhulu). TypeScript: Vitest noma Jest nge ts-jest. Java: JUnit 5. Go: iphakethe lokuvavanya elifakwe ngaphakathi. Ruby: RSpec. PHP: PHPUnit. Swift: XCTest. Umkhethi ucindezela imodeli ukusebenzisa isiqiniseko esicacile / isilungiselelo sezinhlamvu ezibhalwe ngesiNgisi se-framework ekhethiwe.
Ngezansi kokuchaza ngesandla-ikhethiwe izingeniso, imodeli ibhala Hypothesis (Python), fast-check (JS/TS), noma junit-quickcheck (Java) ukuhlolwa ukuthi kukhiqiza amakhulu izingeniso ezingekho futhi uqinisekise iproperties igcina kuzo zonke. Catches bugs ngesandla-ibhalwe ukuhlolwa ulahlekelwa — off-by-one, integer overflow, empty collection edge cases. Sebenzisa lapho umsebenzi ngaphansi ukuhlolwa icacile invariant (ukukhetha, parsing roundtrip, njll).
Akuna - Free.ai ikhiqiza ikhodi yokuhlolwa; uyisebenzisa endaweni. Vula /coder/ ukushiya amafayela amabili kwi-sandbox yethu yesiphequluli futhi uphumeze, noma ubeke kwi-repo yakho yasendaweni bese uqhuba pytest / npm ukuhlolwa / go ukuhlolwa njengokujwayelekile. I-output ifaka umlayezo we-CLI ofanele we-framework ekhethiwe.
Imodeli itshela ukuthi ikhiqize okungenani 1 happy-path, 2-3 izinkinga eziphezulu, kanye (uma izinkinga zihlolwe) 1-2 izinkinga zokubheka indlela ngayinye yomsebenzi womphakathi. Ukufaka i-mathematically rigorous sebenzisa ithuluzi lokugcwalisa (coverage.py, c8, jacoco) ngemuva kokusebenza — Free.ai izinhloso zokugcwalisa imvelo, hhayi umgwaqo wokugcwalisa.
Ukuhlolwa kwe-AI-kudalwa yindawo yokuqala - zihlanganisa izimo ezicacile ngokushesha (izimo ezijabulisayo + ezijwayelekile) ukuze ukwazi ukubhekana nemisebenzi enzima. Khumbula ufunde ukuhlolwa ngakunye ngaphambi kokufaka; imodeli ngamanye amaxesha ichaza ngezinto ezingalungile ezilindelekile uma igama lomsebenzi liyimfihlo. Ukwelashwa kwe-AI ukuhlolwa njenge-PR yokuqala ye-junior dev - ukuhlola, ukulungisa, ukuxhuma.
Ukusebenza okuhle kakhulu ukubheka nge-API yasekhaya. Imodeli ibheke lokhu. Uma ufuna ngokucacile ukufinyelela ku-private-method, chaza ku-prompt — imodeli izosebenzisa indlela yesilimi (igama le-Python lihamba, ukungena kwe-JS okuqhubekayo, ukubonakaliswa kwe-Java) kodwa izokuxwayisa ukuthi kuyiphunga lekhodi.
Yebo — lapho umsuka ongaphansi kokuhlolwa ufaka amaklayenti we-DB, amaklayenti we-HTTP, ifayela le-I/O, njll. imodeli isebenzisa iphrojekthi yokufakazela i-primitive (pytest monkeypatch / unittest.mock, Jest jest.mock, Mockito ye-Java) futhi inikeza amaphutha aphansi. Amaphutha anzima (isigaba se-10-indlela ye-DB) uzokwazi ukukwenza ngokulula ngesandla ngemuva.
Kuze ku-12,000 amaphawu (~180 ama-line) kundlela ehlala yona. I-premium long-context Claude/GPT iphatha ihele eligcwele (200K+ amaphawu) ukuhlolwa kwe-runs — shintsha uma ukhiqiza ukuhlolwa kwe-module egcwele.
Ikhowudi ithunyelwe kwimodeli, iqhubekelwe phambili, futhi ikhishwe. I-Qwen 3 Encoder esebenza nge-Free.ai's own GPUs — umsuka wakho awusoze washiya isakhiwo sethu. Imodeli yangaphandle ye-Premium (Claude / GPT-5) ihamba ngemikhawulo yabo ehlinzekwa ngaphansi kwezimo zabo zokuphatha idatha.
Yebo — POST ku /v1/chat/ nge-test system prompt (framework + coverage targets) kanye nomsuka njengomlayezo womsebenzisi. Esetshenziswa ku-CI step ekhiqiza ngokuzenzakalela ukuhlolwa kwefayela elisha. Bona /api/ ngezinhlamvu.
Ungayilinganisela kanjani lethuluzi?
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