I-AI ayisesisixhobo sophuhliso nje kuphela, kodwa yindawo yokuhlasela. Iimodeli ezivelisa ikhowudi yakho, iiarhente commitinto pull requests, iiseva ze-MCP ezidibanisa abancedisi be-AI kwi-intanethi yakho pipelines, kwaye abaqhubi beenqwelo moya abacebisa ukuxhomekeka konke oku kuyinxalenye yomda wakho wokhuseleko ngoku. Uninzi lwezixhobo zokhuseleko azange zakhelwe nayiphi na kwezi zinto. Esi sikhokelo sithelekisa izixhobo zokhuseleko ze-AI eziphambili zowama-2026, amaqonga kunye nabathengisi abahamba ngaphaya kwemveli SAST, SCA, kunye ne-DAST ukugubungela umphezulu wohlaselo oluthile lwe-AI: ukufunyanwa kwempahla ye-AI, iveliswe yi-AI code security, ukhuseleko lomsebenzi we-arhente, ukhuseleko lwe-MCP, kunye nokhuselo lwekhonkco lokubonelela. Nokuba uvavanya iqonga lakho lokuqala lokhuseleko lwe-AI okanye ucinga ngokutsha nge-stack eyakhiwe ngaphambi kokuba kubekho ii-arhente ze-AI, kulapho kufuneka uqale khona.
Kutheni Izixhobo zoKhuseleko lwe-AI Zibalulekile ngo-2026
Imodeli yosongelo itshintshe ngokukhawuleza kunokuba uninzi lweenkqubo zokhuseleko ziye zayitshintsha. Ikhowudi eyenziwe yi-AI ngoku ibangela isabelo esibalulekileyo nesikhulayo saloo nto ifikelela kwimveliso. Uhlalutyo lukaVeracode lwango-2025 kwiimodeli ezingaphezu kwe-100 lufumanise ukuba yi-55% kuphela yekhowudi eyenziwe yi-AI eyayikhuselekile, oko kuthetha ukuba phantse isiqingatha sayo yonke into ebhalwa yi-AI ethunyelwa ngobuthathaka. Kwaye ezo buthathaka azizizo nje eziqhelekileyo: Abancedisi bekhowudi ye-AI bafumanisa amagama eepakethe, bevumela uhlaselo oluqhubekayo apho abahlaseli babhalisa ukuxhomekeka okungabonakaliyo kwangaphambili kwaye balinde umphuhlisi okanye iarhente ukuba ayifake.
Ingozi yokuthengiswa kwempahla ivele ngaxeshanye. NgoMatshi 2026, abahlaseli bafaka isandla kwiingcamango zabo (iphakheji enee-downloads ezingaphezulu kwe-100 yezigidi ngeveki) ngokupapasha iinguqulelo ezinetyhefu ezikhuphe i-trojan yokufikelela kude. Kwangelo xesha linye, abancedisi be-ollama kwaye abancedisi-beearhente-zokuvula Iiphakheji ezijolise ngokukodwa kwii-clusters ezisetyenziswa kwimisebenzi yophuhliso lwe-arhente, besazi ukuba xa i-arhente ye-AI ifaka ukuxhomekeka ngokuzimela, akukho mntu uvavanyayo phakathi kwephakheji enobubi kunye nokusebenza kwayo.
Indawo yabaphuhlisi ngoku yindawo yokuhlasela ngokwayo. Iphulo leSkillLeak lifihle i-Chrome kunye ne-Edge credential decryptor ngaphakathi kwisakhono se-MCP endaweni ye-install hook, engabonakaliyo kwiskena ngasinye esima emva kokufaka. Ubuthathaka be-MCP-remote RCE (CVE-2025-6514) yafika kwinqanaba le-IDE ngaphambi kokuba nantoni na ifikelele kwi pipeline.
Izixhobo zokhuseleko zemveli (SAST, SCA, DAST, ngokulinganayo ASPM) zakhiwe kwihlabathi apho abantu babhala khona ikhowudi kwaye iipakeji zivela kwiirejista ezithembekileyo. Elo hlabathi alisekho. Izixhobo zokhuseleko ze-AI ngo-2026 kufuneka zigubungele iindawo ezintlanu ezigutyungelwa okanye ezingayifumani ngokupheleleyo izixhobo zemveli: ikhowudi eveliswe yi-AI, ukuxhomekeka okucetyiswa yi-AI, iiarhente ze-AI kunye neefowuni zazo zezixhobo, iiseva ze-MCP kunye nokuhlanganiswa kwe-IDE, kunye neemodeli kunye neeseti zedatha ngokwazo. Abathengisi bokhuseleko be-AI abakolu luhlu bajongana nezo ndawo ngeendlela ezahlukeneyo nangobunzulu obahlukeneyo. Nantsi indlela abathelekisa ngayo.
Ukuthelekisa Okukhawulezileyo: Izixhobo Zokhuseleko Ze-AI Eziphambili zika-2026
| Isixhobo | Ukufunyanwa kweeAsethi ze-AI | I-AI-Yenziwe Code Security | Ukhuseleko lwe-MCP / lwe-Arhente | Ukhuseleko lweTyathanga loNikezelo | ASPM Ulungelelaniso | namaxabiso | Eyona ilungiselelwe |
|---|---|---|---|---|---|---|---|
| I-Xygeni | Iimodeli ze-AI-SPM ezipheleleyo —, iiarhente, iiseva ze-MCP, iiseti zedatha, izixhobo zokubhala iikhowudi ze-AI | SAST + ukufunyanwa kwe-malware + i-AI AutoFix kuyo yonke ikhowudi yomntu kunye ne-AI eyenziweyo | Uluhlu lweseva ye-MCP, ukunyanzeliswa kwesiphelo seShield, ukufunyanwa kweklasi yeSkillLeak | Ukufunyanwa kwe-malware ngexesha langempela, ukuvalwa kwangaphambi kokusayina, isilumkiso sakwangoko se-MEW | Umthonyama — SAST, SCA, DAST, iimfihlo, CI/CD, I-AI-SPM kwiqonga elinye | Ukusuka kwi-$33/ngenyanga ngomnikeli ngamnye; inqanaba lasimahla liyafumaneka | Amaqela afuna ukhuseleko lwe-AI olupheleleyo ukusuka kwikhowudi ukuya kwixesha lokusebenza kwiqonga elinye |
| ISnyk | Ilinganiselwe — akukho luhlu lweempahla ze-AI ezizinikeleyo | SAST kwaye SCA ngeengcebiso zokulungisa i-AI; akukho kubhaqwa kwe-malware | Akukho khuseleko lwe-MCP okanye lwe-arhente | U namandla SCA kunye nokuthobela ilayisenisi; akukho ukufunyanwa kwe-malware ngaphambi kokusayina | I-Snyk AppRisk inikezela ASPM-lite; ayiloqonga elipheleleyo lokuma | Ngomntu ngamnye onikelayo; ikhula ngokukhawuleza kumaqela amakhulu | Amaqela aphambili abaphuhlisi afuna SCA kwaye SAST ngokudibanisa okuqinileyo kwe-IDE |
| Ukhuseleko lwe-Aikido | Akukho kufunyanwa kwezinto ze-AI ezizinikeleyo | SAST kwaye SCA egubungela iipateni zekhowudi ezenziwe yi-AI; akukho kubhaqwa kwe-malware | Akukho khuseleko lwe-MCP okanye lwe-arhente | SCA ngokufikeleleka; akukho malware esayinwe kwangaphambili okanye isilumkiso sakwangoko | Nyeneyo dashboard ngaphesheya SAST, SCA, iimfihlo, IaCilifu | Ecacileyo; iqala ~$300/ngenyanga kumaqela amancinci | Ii-SMB kunye namaqela aphakathi afuna i-AppSec edibeneyo ngamaxabiso afikelelekayo |
| Ikhowudi yeCycode | ASPM-igxile; ukubonakala kwezixhobo ze-AI nge pipeline ukuskena | SAST ngeengcebiso zokulungisa ezincediswa yi-AI; akukho kufunyanwa kwe-malware okuzinikeleyo | Akukho khuseleko lwe-MCP okanye lwe-arhente | SCA kwaye pipeline securityakukho silumkiso sangaphambi kokusayina i-malware kwangethuba | U namandla ASPM - unxibelelwano phakathi SAST, SCA, iimfihlo, IaC | Isekelwe kwisicatshulwa; enterprise-iqinisekisiweyo | Enterpriseukufuna ASPMukuhlanganiswa okukhokelwayo kwizixhobo ezininzi ze-AppSec |
Yintoni Omele Uyijonge Kwiqonga Lokhuseleko lwe-AI
Iikhrayitheriya ezibalulekileyo kwizixhobo zemveli ze-AppSec (ukuchaneka kokufumanisa, CI/CD ukuhlanganiswa, ingxelo) kusasebenza. Kodwa izixhobo zokhuseleko ze-AI ngo-2026 kufuneka zigubungele ezinye izinto ezininzi ezingekafikeleli kuzo iinkqubo zovavanyo.
- Ukufunyanwa kwempahla ye-AI kulo lonke ilizwe SDLC. Awunakukwazi ukukhusela into ongayiboniyo. Iqonga lokhuseleko lwe-AI kufuneka lifumanise yonke imodeli, iarhente, iseva ye-MCP, iseti yedatha, kunye nesixhobo sokubhala ikhowudi se-AI esisebenza kumbutho wakho, kuquka nezo abaphuhlisi bazilungiselele apha ekhaya ngaphandle kwemvume. Ukufunyanwa kwelifu kuphela akuyifumani uninzi lwazo. Khangela amaqonga afikelela kwiindawo zokugcina iikhowudi, yakha pipelines, kunye neendawo zokugqibela zomphuhlisi.
- Ukhuseleko ngokukodwa kwikhowudi eyenziwe yi-AI. Ikhowudi eyenziwe yi-AI ingenisa iimpazamo zokuqinisekisa, ukuxhomekeka okungabonakaliyo, kunye neepateni ezingakhuselekanga ngesikali nangesantya esingenakulinganiswa nenkqubo yokuhlaziya yomntu. SAST oqonda iipateni ezenziwe yi-AI, kungekhona nje ikhowudi ebhalwe ngabantu, kunye ne-AutoFix evelisa ezinye izinto ezikhuselekileyo endaweni yokubeka nje imiba.
- Ukhuseleko lwe-MCP kunye nomsebenzi we-arhente. Iiseva ze-MCP ziqhagamshela abancedisi be-AI ngqo kwizixhobo zakho, iifayile, ii-API, kunye pipelines. Ngaphandle kwempahla, uludwe lwemvume, kunye nokubeka esweni indlela yokuziphatha, ziindawo zokuhlasela ezingalawulwayo. Khangela amaqonga anokufumanisa iiseva ze-MCP, anyanzelise umgaqo-nkqubo kwindawo yokugqibela, kwaye abone izoyikiso zobugcisa ezingaphoswayo ziziskena zemveli.
- Ukufunyanwa kwe-malware ngaphambi kokusayina. zeMveli SCA Izixhobo ziyahambelana nee-CVE ezaziwayo. Iipakeji ezinobungozi ezijolise kwizixhobo ze-AI ziyapapashwa kwaye zisuswe kwiiyure ezimbalwa, ngokukhawuleza kunokuhlaziya iidathabheyisi zesiginesha. Khangela amaqonga afumanisa ukuziphatha okubi ngexesha lokupapashwa, kungekhona emva kokuba i-CVE inikwe.
- yenene ASPM unxulumano. Iziphumo zokhuseleko lwe-AI zisebenza kakhulu xa zinxulumene nohlalutyo lwenqanaba lekhowudi, ukuvezwa kweemfihlo, CI/CD ukhuseleko, kunye nomxholo weshishini. Iskena se-AI esizimeleyo esivelisa uluhlu olwahlukileyo lweziphumo songeza esinye isixhobo sokudibanisa. Iqonga elidibanisa ukhuseleko lwe-AI kulawulo oludibeneyo lokuma livelisa umbono ophambili nofanelekileyo.
- Ulawulo kunye neziphumo zokuthobela imithetho. UMthetho we-EU AI, i-NIST AI RMF, kunye ne-ISO/IEC 42001 zonke zifuna ukuba imibutho ibhale phantsi kwaye ihlele iinkqubo ze-AI ezisebenza kuzo. Iqonga lokhuseleko lwe-AI elivelisa i-AI-BOM elungele uphicotho-zincwadi (uluhlu lwezinto ezifundwa ngumatshini ze-AI nganye enamanqaku omngcipheko kunye nemephu yomthetho) liguqula ulawulo lokuma lube bubungqina bokuthobela imithetho.
Amaqonga oKhuseleko lwe-AI aPhambili ka-2026
1. I-Xygeni: Ukhuseleko lwe-AI olupheleleyo ukusuka kwiKhowudi ukuya kwiXesha lokuSebenza
Sibanzi: I-Xygeni yeyona qonga lodwa kolu luhlu elakhelwe ukukhusela umphezulu wohlaselo lwe-AI: ikhowudi eveliswa yi-AI, ukuxhomekeka kwayo, kunye neearhente ezisebenzayo ngaphakathi pipelines, iiseva ze-MCP ezidibanisa abancedisi be-AI kwizixhobo zomphuhlisi, kunye neemodeli kunye neeseti zedatha ezisebenza kulo lonke SDLCYaqatshelwa kwi-2026 Global InfoSec Awards for GenAI Application Security, kwaye ASPM Isisombululo saqatshelwa njengeNkampani eshushu kwisiganeko esinye.
Apho abanye abathengisi bokhuseleko be-AI begxila kumaleko omnye (ngesiqhelo SAST kunye neengcebiso zokulungisa i-AI) I-Xygeni igubungela zonke iindawo ezintlanu ngeqonga elinye: i-AI-SPM yokufunyanwa kwe-AI kunye ne-inventory, i-DevAI yokhuseleko olufakwe kwi-IDE kunye ne-MCP-safe agent automation, i-CoreAI yohlalutyo lwesimo kunye nokubekwa phambili kwempembelelo yeshishini, i-Shield yokunyanzeliswa kwe-developer endpoint, kunye ne-Malware Early Warning (MEW) yokufunyanwa kwangaphambili kweepakethe ezinobungozi ngaphambi kokuba kubekho i-CVE.
Amandla oKhuseleko lwe-AI:
- Ulawulo lweSimo soKhuseleko lwe-AI (AI): Ihlala ifumana yonke impahla ye-AI kuyo yonke indawo SDLC (iimodeli, iiarhente, iiseva ze-MCP, iiseti zedatha, izixhobo zokubhala ikhowudi ze-AI, kunye nesakhelo se-AI) ezinamanqaku omngcipheko, iigrafu zobudlelwane, kunye ne-AI-BOM ethunyelwa ngaphandle ehambelana noMthetho we-EU AI, i-NIST AI RMF, kunye ne-ISO/IEC 42001. Ukufunyanwa kuhambelana ne-OWASP Top 10 yeZicelo ze-LLM, i-Agent Apps Top 10, kunye ne-MCP Top 10.
- I-DevAI: I-Arhente yoKhuseleko lwe-AI ye-Arhente: Iarhente yokhuseleko efakwe kwi-IDE ehlalutya ikhowudi eyenziwe ngabantu kunye ne-AI ngexesha langempela, iyasebenza guardrails ezithintela utshintsho olungakhuselekanga, kwaye zibonelela ngolungiso olukhuselekileyo olukhawulezileyo ngqo ngaphakathi kwee-IDE kunye nabancedisi be-AI. I-MCP Server eyakhelwe ngaphakathi iququzelela ngokukhuselekileyo izenzo ezivela kubaqhubi beemoto kunye neearhente ngelixa ivavanya umngcipheko wokulungisa, ukuze amaqela afumane imveliso yophuhliso oluncediswa yi-AI ngaphandle kweendawo zokhuseleko ezingabonakaliyo.
- I-CoreAI: I-AI Copilot yeeNkokheli zoKhuseleko: Iguqula idatha yokhuseleko eqhekekileyo ibe yingqiqo yokwenyani kunye nesenzo. Ujongano lolwimi lwendalo lwezilumkiso, iindlela, kunye nobuthathaka. Iingxelo ezilungele abaphathi kunye nokulandelela ulawulo. Ukubekwa phambili okusekelwe kumngcipheko kunye neenkcazo zempembelelo yeshishini.
- Ukhuselo lweMalware kunye ne-MEW: Ukufunyanwa kunye nokuvalwa kweepakeji ezinobungozi kwi-npm, i-PyPI, kunye nezinye iirejista, kubandakanya izoyikiso zangaphambi kokusayina eziqhele ukwenziwa SCA izixhobo azikho konke konke. I-MEW (i-Malware Early Warning) ihlalutya iipakeji ezisandula ukupapashwa kwaye iphawule izoyikiso xa zipapashwa, kungekhona emva kokuba i-CVE inikwe. Iqela lophando le-Xygeni lipapasha iziphumo zeveki nganye kwi-Malicious Code Digest.
- Isihlangu: Ukunyanzeliswa kwe-Developer Endpoint: Ivala iiseva ze-MCP ezingavunywanga, iyala ukuxhomekeka okunobungozi ngaphambi kokufakwa, kwaye iyawahlula ama-endpoint achaphazelekileyo ngaphambi kokuba isiganeko sisasazeke. Ifumanisa izoyikiso zeklasi ye-SkillLeak (ii-decryptors ze-credential ezifihliweyo ngaphakathi kwezakhono ze-MCP endaweni yokufaka hooks) ayibonakali kwizikena ezima emva kokufakela.
- SAST nge-AI AutoFix: Uhlalutyo oluqhubekekayo oluhambelanayo oluquka ikhowudi ebhalwe ngumntu kunye neyaveliswa yi-AI, kunye nokufunyanwa kwe-malware ekrelekrele. I-AI AutoFix ivelisa izilungiso ezikhuselekileyo neziqondayo umxholo ezithunyelwa ngqo kwi pull requests, kunye nokuqonda utshintsho oluphazamisayo kunye neengcaciso zokulungisa.
Intengo: Standard isicwangciso ukusuka kwi-€330 ngenyanga kubantu abali-10 abanikelayo (€33/umnikeli/ngenyanga), sihlawuliswa minyaka le. Inqanaba lasimahla liyafumaneka, akukho mfuneko yekhadi letyala
Imida:
- Njengomntu omtsha oqalayo, iXygeni ayikabonakali njengeengxelo zabahlalutyi, into eqwalaselwa ngabathengi abakhetha ikakhulu indawo yeGartner okanye iForrester.
- Ibali elipheleleyo lokhuseleko lwe-AI linamandla xa kuqhutywa iqonga elipheleleyo; amaqela asebenzisa iimodyuli ezizodwa kuphela afumana inzuzo encinci yokunxibelelana kwesignali ezinqamlezileyo.
Okukwintsusa: I-Xygeni lukhetho olufanelekileyo kumaqela okhuseleko kunye ne-DevSecOps afuna ukukhusela i-AI ngokupheleleyo SDLC (ukusuka kwikhowudi i-AI ibhalela iiarhente ezisebenza ngaphakathi pipelines) ngaphandle kokuthunga izixhobo ezintlanu ezahlukeneyo okanye ukuhlawula enterprise-amaxabiso kuphela okuqalisa.
2. Snyk: Ukhuseleko Lomphuhlisi Wokuqala kunye neengcebiso zokulungisa i-AI
Sibanzi: I-Snyk yenye yeeplatifomu zokhuseleko zabaphuhlisi ezamkelwe kakhulu, enamandla amakhulu SAST kwaye SCA izakhono kunye nendlela yokudibanisa umphuhlisi kuqala. Kwiminyaka yakutshanje, yongeze iingcebiso zokulungisa ezincediswa yi-AI kwaye yandisa ASPM-lite territory ngeSnyk AppRisk. Izinzile kakuhle kwimarike kwaye yamkelwe ngokubanzi ngabahlalutyi.
Ezona mpawu:
- SAST kwaye SCA ngokugubungela ulwimi ngokubanzi kunye nokudibanisa okuqinileyo kwe-IDE
- Iingcebiso zokulungisa i-AI zinikezelwe kumsebenzi womphuhlisi
- I-Snyk AppRisk yoluhlu lwezinto ezisetyenzisiweyo kunye nokubekwa phambili komngcipheko kuzo zonke izixhobo zikaSnyk
- Ukuthobela ilayisenisi kunye nolawulo oluvulelekileyo
- U namandla CI/CD ukuhlanganiswa kwiGitHub, iGitLab, iJenkins, kunye neAzure DevOps
bendlela:
- Akukho luhlu lwee-asethi ze-AI ezinikezelweyo, iimodeli, iiarhente, kunye neeseva ze-MCP ezifakwe kwi-inventri
- Akukho khuseleko lwe-MCP okanye lwe-arhente
- Akukho malware efunyenweyo ngaphambi kokusayina, ixhomekeke kwiidathabheyisi ze-CVE endaweni yohlalutyo lokuziphatha
- I-Snyk AppRisk yinkqubo yokukhusela ASPM-umaleko olula, hayi iqonga elipheleleyo lokuma
- Amaxabiso anyuka kakhulu kumaqela amakhulu kunye nokufikelela kwiqonga elipheleleyo
- Akukho kufunyanwa kwe-malware kwiingozi ze-supply chain ezijolise ngokukodwa kwizixhobo ze-AI
Intengo: Ngomntu ngamnye onikela ngexabiso elisekelwe kwimodyuli. Ukufikelela kwiqonga elipheleleyo kufuna ubhaliso lwemveliso ezininzi. Akukho xabiso lipheleleyo likarhulumente.
Okukwintsusa: I-Snyk lukhetho oluqinileyo kumaqela aqalayo uphuhliso afuna SCA kwaye SAST kunye nokuhlanganiswa okuhle kwe-IDE kunye neengcebiso zokulungisa ezincediswa yi-AI. Amaqela afuna ukukhusela umaleko we-AI wabo SDLC (iiarhente, iiseva ze-MCP, uluhlu lweempahla ze-AI) kuya kufuneka luyongezelele kakhulu.
3. Ukhuseleko lwe-Aikido: I-AppSec edibeneyo yamaqela e-Mid-Market
Sibanzi: I-Aikido Security liqonga le-AppSec elivela kwilifu elakhelwe amaqela aphakathi afuna ukhuseleko oluhlanganisiweyo (SAST, SCA, ukufunyaniswa kweemfihlo, IaC, i-DAST, kunye nokuskena kwisikhongozeli) kwiqonga elinye, elifikelelekayo. Ikhuphisana ngokulula, amaxabiso acacileyo, kunye nobubanzi bokugubungela endaweni yobunzulu kuyo nayiphi na indlela enye yokusebenza.
Ezona mpawu:
- Nyeneyo dashboard ngaphesheya SAST, SCA, iimfihlo, IaC, i-DAST, kunye nokuskena izikhongozeli
- Isekelwe ekufikelelekeni SCA ukubeka phambili ukunciphisa ingxolo
- Iingcebiso zokulungisa ezincediswa yi-AI kuzo zonke iintlobo zokufumana
- Amaxabiso acacileyo anezinga lasimahla lamaqela amancinci
- Ukuhlanganiswa okuqinileyo neGitHub, GitLab, Bitbucket, kunye neJira
bendlela:
- Akukho kufunyanwa kwezinto ze-AI ezizinikeleyo, akukho luhlu lweemodeli, iiarhente, iiseva ze-MCP, okanye iiseti zedatha
- Akukho khuseleko lwe-MCP okanye lwe-arhente
- Akukho kufunyanwa kwe-malware ngaphambi kokusayina okanye isilumkiso kwangethuba kwizisongelo zekhonkco lokubonelela ezijolise kwizixhobo ze-AI
- ASPM izakhono zincinci kakhulu kunezo zeqonga lolawulo lokuma elizinikeleyo
- Ayifanelekanga kangako enterpriseukuthunyelwa okulinganiselweyo okuneemfuno ezintsonkothileyo zokuthobela imithetho
Intengo: Amaxabiso acacileyo aqala malunga ne-$300 ngenyanga kumaqela amancinci. Uluhlu lwasimahla luyafumaneka.
Okukwintsusa: I-Aikido Security ilungele kakhulu ii-SMB kunye namaqela aphakathi afuna ukugubungela i-AppSec ngokubanzi ngamaxabiso afikelelekayo ngaphandle kobunzima enterprise amaqonga. Kumaqela afuna ukukhusela iiarhente ze-AI, iiseva ze-MCP, okanye ikhowudi eyenziwe yi-AI nzulu, ukugubungela kwayo akukafikeleli kwezo ndawo.
4. Ikhowudi yeCycode: ASPM-Ukuhlanganiswa kwe-Led ye Enterprise I-AppSec
Sibanzi: I-Cycode yi- application security posture management iqonga elakhelwe enterprise amaqela afuna ukuhlanganisa iziphumo ezivela kwizixhobo ezininzi ze-AppSec zibe yimbono yomngcipheko odibeneyo. Amandla ayo kukunxibelelana, ukungenisa iziphumo ezivela SAST, SCA, iimfihlo, IaC, yaye pipeline security izixhobo kunye nokuvelisa umbono oza kuqala, ongaphindiweyo kuyo yonke inkqubo. Yathengwa yiCyberArk ngo-2024.
Ezona mpawu:
- U namandla ASPM: unxibelelwano phakathi SAST, SCA, iimfihlo, IaC, yaye CI/CD ziphumo
- Iingcebiso zokulungisa ezincediswa yi-AI ngaphakathi kweqonga
- Pipeline security iskena CI/CD ulungelelwaniso olungalunganga
- Uyilo lwesakhelo sokuthobela imithetho kunye nengxelo yolawulo
- Ukuhlanganiswa okubanzi nezixhobo ze-AppSec zomntu wesithathu
bendlela:
- Akukho zixhobo ze-AI ezizinikeleyo zokufunyanwa, iimodeli, iiarhente, kunye neeseva ze-MCP ezingeyonxalenye yoluhlu lwezinto ezisetyenzisiweyo
- Akukho khuseleko lwe-MCP okanye lwe-arhente
- Akukho kubhaqwa kwe-malware ngaphambi kokusayina kwezoyikiso zekhonkco lokubonelela ezijolise kwizixhobo ze-AI
- Enterpriseamaxabiso ajolise kuluntu angenalo inqanaba leenkonzo zoluntu
- Ukuhlanganiswa kweCyberArk emva kokuthengwa kwayo kunokuchaphazela indlela kunye nesikhokelo semveliso.
Intengo: Isekelwe kwiingcaphuno, enterprise-ejolise. Akukho xabiso likarhulumente okanye uvavanyo lokuzinceda.
Okukwintsusa: I-Cycode lukhetho oluqinileyo enterpriseezifunayo ASPM-ukuhlanganiswa okukhokelwayo kuyo yonke inkqubo ekhoyo yezixhobo ezininzi ze-AppSec. Amaqela afuna ukwandisa ukhuseleko kumaleko we-AI (ukufunyanwa kweeasethi ze-AI, ukhuseleko lwe-MCP, ukhuseleko lomsebenzi we-arhente) aya kufumana izikhewu ezifuna izixhobo ezongezelelweyo.
Kutheni iXygeni Ibalasele Phakathi Kwabathengisi Bokhuseleko lwe-AI ngo-2026
Zonke izixhobo ezikolu luhlu zigubungela inxalenye ethile yengxaki yokhuseleko lwe-AI. USnyk kunye no-Aikido bazisa amandla SAST kwaye SCA iziseko kunye Ukulungiswa okuncediswa yi-AI. I-Cycode izisa enterprise ASPM kunye nokuhlanganiswa. Kodwa akukho nanye kuzo egubungela umphezulu wohlaselo lwe-AI oluchaza imeko yosongelo ngo-2026: iiasethi ze-AI ngokwazo.
Uninzi lwemibutho esebenzisa abancedisi beekhowudi ze-AI, iiseva ze-MCP, kunye neearhente ezizimeleyo azinandlela icwangcisiweyo yokufumanisa ukuba i-AI isebenza njani kwindawo yazo, ukuvavanya umngcipheko wayo, ukunyanzelisa umgaqo-nkqubo kwindawo yokugqibela, okanye ukubona uhlaselo lwekhonkco lokubonelela oluyilwe ngokukodwa ukujolisa kwizixhobo ze-AI. Elo lithuba iXygeni eyakhelwe ukuvala.
Indibaniselwano ye-AI-SPM yokufunyanwa kweeasethi ze-AI okuqhubekayo, i-DevAI yokhuseleko olufakwe kwi-IDE kunye ne-MCP-safe agent automation, i-MEW yokufunyanwa kwe-malware ngaphambi kokusayina, kunye ne-Shield yokunyanzeliswa kwe-endpoint yabaphuhlisi inika amaqela okhuseleko ukubonakala nolawulo kuzo zonke ezihlanu. Iindawo zohlaselo lwe-AI, ngaphandle kokuba bathunge izixhobo ezahlukeneyo zesixhobo ngasinye.
Kwaye ngamaxabiso akhelwe amaqela aphakathi kwimarike kunokuba enterprise-uhlahlo-lwabiwo mali kuphela kunye nenqanaba lasimahla elingadingi makhadi etyala, I-Xygeni lelona qonga lodwa kolu luhlu apho naliphi na iqela lingaqala khona ukukhusela indawo yalo yokuhlasela ye-AI namhlanje.
Imibuzo ebuzwa qho
Yintoni umahluko phakathi kwezixhobo zokhuseleko ze-AI kunye nezixhobo zemveli ze-AppSec?
Izixhobo ze-AppSec zemveli (SAST, SCA, DAST) zakhiwe ukukhusela ikhowudi ebhalwe ngabantu kunye nobuthathaka obaziwayo bokuxhomekeka. Izixhobo zokhuseleko ze-AI zandisa loo mmandla ukuze zigubungele umphezulu wohlaselo oluthile lwe-AI: iimodeli kunye neeseti zedatha, iiarhente ze-AI ezisebenza ngaphakathi pipelines, iiseva ze-MCP ezidibanisa abancedisi be-AI nezixhobo zomphuhlisi, iipateni zekhowudi ezenziwe yi-AI, kunye nohlaselo lwekhonkco lokubonelela oluyilwe ngokukodwa ukujolisa kwimisebenzi yokusebenza ye-AI. Uninzi lwezixhobo zemveli azange zakhelwe ukuqonda ukuba yintoni imodeli, oko iarhente inokukwenza, okanye oko iseva ye-MCP inokufikelela kuko.
Ngabaphi abathengisi bokhuseleko be-AI abagubungela ukhuseleko lwe-MCP?
Phakathi kwamaqonga akweli luhlu, iXygeni kuphela komthengisi one-MCP ezinikeleyo, kubandakanya uluhlu lweseva ye-MCP nge-AI-SPM, ukunyanzeliswa komgaqo-nkqubo kwindawo yophuhliso ngeShield, kunye nokuchongwa kwezoyikiso zezakhono ezifana neSkillLeak ezifihla ukuziphatha okubi ngaphakathi kwezakhono ze-MCP endaweni yokufaka. hooks.
Ngaba izixhobo zokhuseleko ze-AI ziyazitshintsha? SAST kwaye SCA?
Hayi, izixhobo zokhuseleko ze-AI ziyandiswa SAST kwaye SCA endaweni yokuzitshintsha. Amaqonga angcono adibanisa izakhono zokhuseleko ze-AI kunye nezakhono zemveli SAST, SCA, ukufunyaniswa kweemfihlo, IaC, kunye ne-DAST, edibanisa iziphumo ezivela kuyo yonke imithombo ngendlela efanayo yokuma. Amaqela aqhuba ukhuseleko lwe-AI ngokwahlukeneyo, ngaphandle kokuyidibanisa nenkqubo yabo ye-AppSec ekhoyo, alahlekelwa lulwalamano lwe-cross-signal olwenza ukuba ukubekwa phambili kube ngokuchanekileyo.
Yintoni endifanele ndiyijonge xa ndivavanya abathengisi bokhuseleko be-AI?
Ezona zinto zintandathu zibalulekileyo ekufuneka zivavanywe zezi: Ukufunyanwa kwempahla ye-AI efikelela kwi SDLC endaweni yokuthembela kuphela kwiikhonsoli zelifu; ukhuseleko lwekhowudi eyenziwe yi-AI ngokukodwa, kungekhona nje iipateni ezibhalwe ngabantu; ukugubungela i-MCP kunye nomsebenzi we-arhente; ukufunyanwa kwe-malware ngaphambi kokusayina izisongelo zekhonkco lokubonelela ezijolise kwizixhobo ze-AI; okwenyani ASPM unxibelelwano oludibanisa iziphumo zokhuseleko lwe-AI kwinqanaba lekhowudi kunye pipeline umngcipheko; kunye nemveliso yolawulo, i-AI-BOM enokuthunyelwa ngaphandle kubaphicothi-zincwadi kunye enterprise abathengi.
