Kugadzirwa kwesoftware yemazuva ano kuri kufamba nekukurumidza, asi njodzi dzekuchengetedza dziri kufamba nekukurumidza. Pasina kuongorora makodhi zvinobudirira, kushaya simba, kutsamira kwakashata, zvakavanzika zvakafumurwa, uye kusagadzikana kwemagadzirirwo zvinogona kukundikana mukuvandudzwa. pipelineuye kusvika kunzvimbo dzekugadzira. Sezvo kurwiswa kwesoftware supply chain uye kodhi yakagadzirwa neAI zvichiwedzera kuwanda, masangano anoda maturusi ekuongorora kodhi anokwanisa kuona njodzi dzinogona kushandiswa pakutanga kwese. SDLC.
Ongororo dzekare dzemaoko uye kuongororwa kwekuchengetedza panguva chaiyo hazvichakwani. Kuongororwa kwemakodhi emazuva ano kunofanirwa kugara kuchiongororwa kodhi yekodhi, kutsamira kwenzvimbo dzakavhurika, CI/CD pipelines, zvivakwa sekodhi, uye nzvimbo dzevagadziri pasina kunonoka kutumirwa kwesoftware.
Chii chinonzi kodhi scanning?
Kuskena kodhi kunoongorora kodhi yekodha, zvinoenderana, CI/CD pipelines, kuratidzwa zvakavanzika, uye njodzi dzesoftware supply chain yekuona kushaya simba, malware, uye kusagadzikana kwemagadzirirwo asati asvika pakugadzirwa. Zvishandiso zvemazuva ano zvekuongorora makodhi zvino zvave kupfuura zvechinyakare. SAST kusanganisira kuonekwa kwemalware, kuongorora kushandiswa kwayo, kugadzirwa kweAI code security, uye dziviriro yesoftware supply chain mu SDLC.
Njodzi Dzekusvetuka Code Security
pasina code scanning, njodzi dzekuchengetedza dziri muzvinyorwa zvese zvinoburitswa:
- Zvipembenene zvakatoipa—maburi ekuchengetedza akatoipa. Basa rimwe chete risingakwanise kubatwa rinogona kuburitsa ruzivo rwakakosha.
- Zvakawanikwa pakuchengetedza panguva yekupedzisira zvinononotsa kuburitswa kwedata. Kugadzirisa dambudziko mushure mekuendeswa is zvakaoma, zvine njodzi, uye zvinodhura zvakanyanya.
- Zvinodiwa pakutevedzera mitemo zviri kuwedzera. Security Audits vanoda humbowo hwekuti vane tsika dzakachengeteka dzekunyora makodhi—ongororo dzekuchengetedza dzinoitwa nemaoko hadzina kunaka.
Nezvikonzero izvi, timu yega yega yeDevOps inoda automated security checks zvakabikwa mu pipeline to kuvandudza code security uye vimbisa kuti kutenderera kwebudiriro kwakachengeteka.
Kusimbaradza Kugadzira Kodhi Code Security
Kubatwa Kwevanhu Vasina Kusimba Vasati Vasvika Pakugadzira
Iwe wakambotanga ona uye sunga zvikanganiso zvekuchengetedza, zvishoma kukuvara kwavanokonzera. Code kuongorora Anobatsira tsvaga njodzi dzisati dzatanga kushanda, zvichideredza mukana wekuti patch ishandiswe panguva yekukurumidzira.
Chinja Kuruboshwe: Ona Matambudziko Pakutanga CI/CD Pipeline
Nokubatanidza code scanning mamuri mafambiro ebudiriro, zvikwata zvinogona:
- Tsvaga zvikanganiso usati wabatanidza kodhi itsva.
- Dzivisa kusarongeka zvakanaka kwezvigadziriso zvisati zvasvika pakugadzirwa.
- Deredza zvipingamupinyi zvekuchengetedza uye bvisa nechivimbo.
Gadzirisa Kuchengetedzwa Pasina Kunonoka Kubudirira
With the maturusi ekuskena kodhi kurudyi, kuongororwa kwekuchengetedzwa kunoitwa mu kumashure—pasina kupopotedzana kubudirira.
Zvinoda Kuongororwa Kwemakodhi Emazuva Ano SAST, SCA, uye Kuona Malware
Kuongorora Kodhi Yakasimba (SAST): Mutsetse Wako Wekutanga Wekudzivirira
SAST scans code code kune kushaya simba asati aurayiwa. Funga nezvazvo sea kuongorora girama kune zvikanganiso zvekuchengetedza—Detective Kuiswa kweSQL, ma hardcode certificates, nezvimwewo.
Kuongorora Kuumbwa kweSoftware (SCA): Kutarisira Njodzi Dzinowanikwa Pachena
Mapurogiramu mazhinji anovimba ne maraibhurari evamwe vanhu. Kana iyo kuvimba neruzivo rwakavhurika ine hurema hunozivikanwa, SCA inobatsira kuona nekugadzirisa dambudziko racho varwisi vasati vaishandisa zvisina kunaka.
Kuongororwa kweMalware: X-Factor mu Code Security
Kuskena makodhi emazuva ano kunofanirawo kugadzirisa njodzi dzinounzwa nekodhi yakagadzirwa neAI uye mafambisirwo emabasa ekugadzira anozvimirira. Vabatsiri veAI coding vanogona kuunza maitiro asina kuchengetedzeka, kutsamira kwekuona zvinhu zvisipo, zvakavanzika zvakafumurwa, uye nzira dzekodhi dzisina kuchengetedzeka nekumhanya kwemuchina. Kuskena makodhi zvinobudirira ikozvino kunoda kuonekwa mukodhi yakagadzirwa neAI, nzvimbo dzevagadziri, CI/CD pipelines, uye zvikamu zve software supply chain.
Kusiyana standard code scanning, Xygeni inosanganisirawo kuonekwa kwemalware—kubatsira zvikwata zveDevOps:
- Tsvaga kurwiswa kwecheni yekugovera zvakavanzika mukati mekuvimba.
- Ziva mapakeji ane trojanized vasati vasvika pakugadzirwa.
- Dzivirira varwisi kuti vasaise zvinhu zvinokuvadza mu CI/CD pipelines.
Nei Matimu eDevOps emazuva ano achida AI-Aware Code Scanning
Zvishandiso zveKuongorora Kodhi Zvinofanira Kukurumidza uye Kuva Neushamwari kune Vagadziri
Matimu eDevOps anoda maturusi ekuchengetedza ayo ramba uchiziva kuendeswa nekukurumidza. Zvisinei, kana a muongorori wekodhi zvinononoka kana kuti zvakaoma zvakanyanya, zvinotungamira ku kunonoka, kushushikana, uye zviziviso zvisina kuteererwaNekuda kweizvozvo, kuchengetedzeka kunoderedzwa, uye kushaya simba kunobuda pachena.
Zvishoma Zvisina Kunaka = Nguva Yakawanda Yekugadzirisa Chaizvo
Kusiyana nezvishandiso zvekare zvekuskena makodhi zvinoshandisa maCVE akaburitswa kana masiginecha anozivikanwa, Xygeni inoona mapakeji ane hukasha uye zviitiko zvinofungidzirwa zve software supply chain zvisati zvavepo mazano epamutemo.
Zvishandiso zvekuchengetedza zvakawandisa ratidza dambudziko rega rega rinogoneka, zvichigadzira ruzha rusina basa. Nekuda kweizvozvo, vagadziri vanopedza nguva vachiongorora zvinhu zvisiri zvechokwadi pachinzvimbo chekugadzirisa zvikanganiso zvekuchengetedza. Saka, chirongwa chinoshanda. code scanning mhinduro inofanira:
- Kuongorora Kuwanikwa kuderedza ruzha nekutarisa chete pamatambudziko anogona kushandiswa
- Isa zvinhu zvakakosha pakugadzirisa zvikanganiso zvekuchengetedza zvichibva pamhedzisiro chaiyo.
- Ipa nzwisiso inoshanda izvo vagadziri vanogona kugadzirisa nekukurumidza.
Nekuderedza zvinhu zvisiri zvechokwadi, zvikwata zveDevOps zvinogona gadzirisa mashandiro avo, kuve nechokwadi chekuti nguva inopedzerwa pa njodzi dzechokwadi dzekuchengetedza, kwete nyevero dzisina basa.
Seamless CI/CD Kubatanidzwa = Kusawirirana Kushoma, Kutumira Kwakawanda
Kuti zvikwata zveDevOps zvigamuchire zvizere code security, zvishandiso zvinofanirwa kukodzera zvakasikwa mukugadzirwa kuripo pipelines. Nokudaro, chirongwa chinoshanda muongorori wekodhi inofanira kubatanidzwa zvakananga mu:
- GitHub Zviito - Otomatiki cheki dzekuchengetedza paga yega pull request.
- GitLab CI/CD - Skena kodhi usati wabatana kudzivirira kukuvara.
- Jenkins - Ita shuwa kuti ongororo dzekuchengetedza dzinoitwa pamwe chete nezvivakwa zve otomatiki.
- Bitbucket Pipelines - Isa kuchengetedzeka muchikamu chega chega chebudiriro.
- Nzvimbo dzegore - Dzivirira mapurogiramu ari kushanda munzvimbo dzakasiyana AWS, Azure, uye GCP.
Nokubatanidza code scanning muripo CI/CD mafambiro ebasa, kuchengetedzeka kunova chikamu chisina musono chebudiriro pane kuti pave nedambudziko rinovhiringidza. Nekuda kweizvozvo, zvikwata zvinogona kuvaka, kuyedza, uye kuisa nechivimbo—pasina kunonotsa kufambira mberi kwekugadzira zvinhu zvitsva.
Nei Xygeni Code Scanning Yakakurumbira
Zvishandiso zvakawanda zvekuskena makodhi zvakagadzirwa kuti zvishandiswe mukugadzira masoftware echinyakare, zvakanyanya kutarisa pamatambudziko asingachinji uye maCVE anozivikanwa. Kurwiswa kwemazuva ano kwave kunanga makodhi akagadzirwa neAI, mapakeji ane njodzi, CI/CD pipelines, nzvimbo dzevagadziri, uye mashandiro esoftware supply chain. Xygeni inowedzera kuongorora kodhi kupfuura tsika dzechinyakare SAST nekubatanidza kuonekwa kwenjodzi, ongororo yemalware, kukoshesa kushandiswa kwezvinhu, kuongorora zvakavanzika, uye kuziva nezveAI software supply chain security kumativi ose SDLCIzvi zvinogonesa masangano kushandisa nzira yeZero Trust yekuchengetedza mashandiro ekugadzira software akanyorwa nevanhu uye akagadzirwa neAI.
Chii Chinoita Kuti Xygeni Isiyane?
Kuskena Kodhi Inoziva AI - Ongorora kodhi yepamutemo, kutsamira kwemahara, kodhi yakagadzirwa neAI, uye njodzi dzesoftware supply chain mukati me SDLC.
Yambiro Yekutanga YeMalware (MEW) - Tsvaga mapakeji ane hutsinye, mitoro isina kujeka, uye maitiro anofungira usati wava nemasaini epamutemo emalware kana maCVE.
AI-Powered Kutungamira - Deredza kuneta kwekuzivisa uchishandisa ongororo yekusvika pabasa, kuongororwa kwekushandiswa, EPSS, uye mamiriro ebhizinesi.
DevAI + Nhoo - Wedzera kuongorora kodhi mumaIDE, maAI copilots, maturusi akabatana neMCP, ma developer endpoints, uye ma agent workflows.
Seamless CI/CD kusangana - Batanidza zvakananga muGitHub, GitLab, Jenkins, Bitbucket, uye cloud-native pipelines.
Kugadzirisa AutoFix - Gadzira zvakachengeteka pull requests uye gwara rekugadzirisa otomatiki.
Low Nhema Positives - Tarisa vagadziri vezvirongwa pamatambudziko anogona kushandiswa pane kuwana ruzha.
Nekubatanidza Xygeni's code scanning, zvikwata zveDevOps zvinochengetedza pipelines pasina kuwedzera kuoma—kuva nechokwadi chekuti kushandiswa kwemakombiyuta nekukurumidza, kusina njodzi pasina kushamisika kwekuchengetedza kweminiti yekupedzisira.
Maitiro Ekushandisa Kodhi Kuskena Mubasa Rako
Yakanyatsobatanidzwa code scanning kusimbisa maitiro code security ukuwo uchichengetedza budiriro nekukurumidza uye nekushanda zvakanaka. Nekushandisa otomatiki muongorori wekodhi, Zvikwata zveDevOps zvinogona kuona matambudziko ekuchengetedza nekukurumidza uye kudzivirira matambudziko kuti asasvike pakugadzirwa. Chinokosha ndechekuita kuti kuchengetedzeka kuve chikamu chisina matambudziko chebasa rako pane kungofunga nezveramangwana. Heino maitiro ekutanga:
Danho 1: Sarudza Chishandiso Chekuongorora Kodhi Chinokodzera Stack Yako
Kutanga, kusarudza chakarurama muongorori wekodhi Zvakakosha. Inofanira kubatanidzwa zviri nyore neyako iripo CI/CD pipeline, tsigira mitauro yako yekuronga mapurogiramu, uye ipa ruzivo rwakarurama rwekuchengetedza. Pamusoro pezvo, ine simba code security chishandiso chinofanira:
- Shanda zvakanaka neGitHub, GitLab, Jenkins, nedzimwe CI/CD mapuratifomu.
- Tsigira mitauro yakawanda yekuronga mapurogiramu kuti ienderane nehurongwa hwako.
- Ipai kuongorora panguva chaiyo uye mhinduro ipapo ipapo kudzivirira kunonoka kwekuvandudzwa.
Nekusarudza chishandiso chinokodzera mafambiro ebasa rako, zvikwata zvinogona chengetedza otomatiki pasina kukanganisa kugadzirwa kwezvinhu.
Danho rechipiri: Kuchengetedza otomatiki mubhizinesi rako CI/CD Pipeline
Kuchengetedzwa kunofanira kuramba kuripo, kwete kufunga nezveramangwana. Saka, kuita otomatiki code scanning Padanho rega rega rebudiriro, zvinobatsira kubata matambudziko asati ava njodzi huru. Zvikuru, zvikwata zvinofanirwa:
- Gadzirira kuskena otomatiki kune dzose pull request, kubatanidza, uye kuendeswa kwezvinhu.
- zvireruke kuongorora njodzi panguva chaiyo kuona nekugadzirisa njodzi dzisati dzaburitswa.
- shandisa code security mitemo kushandisa nzira dzakanakisisa mukati menguva yese pipeline.
Nekushandisa otomatiki, kuchengetedzeka kunova maitiro ekugadzirira pane kugadzirisa dambudziko kwenguva yekupedzisira.
Danho rechitatu: Isa zvinhu zvakakosha pakugadzirisa matambudziko ekuchengetedza
Haasi ese matambudziko ekuchengetedza anoda kugadziriswa nekukasika. Nekuda kweizvozvo, kuisa pamberi matambudziko zvichienderana nenjodzi kunoita kuti vagadziri vatarise matambudziko akakosha kutanga pane kukundwa nenyevero dzakawandisa. code scanning Maitiro anobatsira zvikwata:
- Shingairira EPSS (Sisitimu yeKufungidzira Kushandiswa) kuronga kushaya simba zvichibva pakushandiswa kwazvinoitwa nevanhu.
- shandisa kuongorora kugona kusvika kuona kana kushaya simba kuri kushandiswa zvakanyanya mukugadzira.
- Deredza zvinhu zvisina kunaka kuti ubvise zvinokanganisa vagadziri vemapurogiramu.
Nekuda kweizvozvo, zvikwata zvinogona gadzirisa matambudziko ane njodzi huru zvinobudirira pasina kutambisa nguva pazvinhu zvidiki.
Danho rechina: Tarisa & Kuvandudza Code Security Kupfuuridza nguva
Kuchengetedza hakumboitiki kamwe chete. Pane kudaro, kunoda kuenderera mberi kwekutarisa uye kunatswaKuti urambe wakasimba code security, zvikwata zvinofanirwa:
- Gadzirira -Chaicho nguva dashboards kuti utevere mamiriro ekuchengetedza pamapurogiramu ese.
- kugadzira automated alerts kuzivisa zvikwata nezvenjodzi dzakakomba dzekuchengetedza.
- Tipei kudzidziswa kwekuchengetedza kuri kuenderera mberi kubatsira vanogadzira mapurogiramu kuziva nekudzivirira matambudziko.
Nekudzvanya kuongorora kodhi, code security, uye muongorori wekodhi akavimbika mumabasa ekuvandudza, zvikwata zvinogona kuburitsa software nechivimbo ukuwo zvichiramba zvichifunga nezvekuchengetedza.
Pfungwa huru: Nei Kuskena Kodhi Kuchifanira Kushanduka muA-Era SDLC
Kugadzirwa kwesoftware yemazuva ano kuri kuwedzera kubatsirwa neAI. Vagadziri ve software vava kushandisa macoding copilots, autonomous agents, AI-generated dependencies, uye ma workflows anotungamirwa ne machine mu computer. SDLCNekuda kweizvozvo, nzira dzekare dzekuskena kodhi dzakanangana chete nekusagadzikana kwedata hadzisisina kukwana.
Kuskena makodhi emazuva ano kunofanirwa kuita kuti zvionekwe mu:
- Njodzi dzekodhi dzakagadzirwa neAI
- Kuvimba nevanoda zvinhu zvisina kunaka uye kurwiswa kwecheni yekupa zvinhu
- CI/CD pipeline kushungurudzwa
- Kufumurwa kwezvakavanzika
- Nzvimbo dzevagadziri dzakabatana neAI
- Kusasimba kunogona kushandiswa zvisina kunaka munyika yese SDLC
Masangano ava kuda kuongorora makodhi anonyatsozivikanwa neAI anokwanisa kuchengetedza software yakanyorwa nevanhu pamwe chete neyakagadzirwa neAI nekukurumidza.
kutanga kuchengetedza nguva yako yeAI SDLC neXygeni. Skena kodhi, zvinoenderana nezvinodiwa, CI/CD pipelines, njodzi dzinogadzirwa neAI, uye kutyisidzira kwesoftware supply chain kubva papuratifomu imwe chete inozivikanwa neAI yeAppSec.
