AI ba wai kawai kayan aikin haɓakawa bane; wani yanki ne na kai hari. Samfuran da ke samar da lambar ku, wakilai ne. commitThing pull requests, sabar MCP suna haɗa mataimakan AI zuwa naka pipelines, da kuma matukin jirgi da ke nuna cewa dogaro duk wani ɓangare ne na tsaronka yanzu. Yawancin kayan aikin tsaro ba a gina su don wannan ba. Wannan jagorar ta kwatanta manyan kayan aikin tsaro na AI na 2026, dandamali da masu siyarwa waɗanda suka wuce na gargajiya SAST, SCA, da kuma DAST don rufe saman harin da aka yi wa AI: Gano kadarorin AI, ƙirƙirar AI code security, kariyar aiki ta wakili, tsaron MCP, da kuma kariyar sarkar samar da kayayyaki. Ko kuna kimanta dandamalin tsaron AI na farko ko kuma kuna sake tunani game da tarin da aka gina kafin wanzuwar wakilan AI, wannan shine inda za ku fara.
Dalilin da yasa Kayan Aikin Tsaron AI suke da mahimmanci a 2026
Tsarin barazanar ya sauya da sauri fiye da yadda yawancin shirye-shiryen tsaro suka daidaita. Lambar da aka samar da AI yanzu tana da babban kaso kuma mai girma na abin da ya kai ga samarwa. Binciken Veracode na 2025 a cikin samfuran sama da 100 ya gano cewa kashi 55% ne kawai na lambar da aka samar da AI an tabbatar da ita, ma'ana kusan rabin duk abin da AI ke rubutawa yana ɗauke da rauni. Kuma waɗannan raunin ba wai kawai waɗanda aka saba gani ba ne: mataimakan lambar AI suna yin mafarkin sunaye na kunshin, suna ba da damar hare-haren slopsquatting inda maharan ke yin rijistar dogaro da mafarkin a gaba kuma suna jiran mai haɓakawa ko wakili ya shigar da shi.
Barazanar sarkar samar da kayayyaki ta bunƙasa a lokaci guda. A watan Maris na 2026, maharan sun yi nasarar kwace iko da birnin (kunshin da ke ɗauke da sama da saukarwa miliyan 100 a kowane mako) ta hanyar buga nau'ikan guba waɗanda suka fitar da trojan mai sauƙin shiga daga nesa. A wannan lokacin, masu taimaka wa ollama da kuma masu taimako na openai-wakilai ƙungiyoyi sun yi niyya musamman ga fakitin da ake amfani da su a cikin ayyukan haɓaka wakilai, tare da sanin cewa lokacin da wakilin AI ya shigar da dogaro kai tsaye, babu mai bita na ɗan adam tsakanin fakitin mugunta da aiwatarwa.
Yanayin masu haɓakawa yanzu ya zama wani wuri na kai hari a kansa. Yaƙin neman zaɓen SkillLeak ya ɓoye na'urar ɓoye bayanai ta Chrome da Edge a cikin ƙwarewar MCP maimakon ƙugiya ta shigarwa, ba a iya ganinta ga kowane na'urar daukar hoto da ta tsaya bayan shigarwa. Rashin lafiyar MCP-remote RCE (CVE-2025-6514) ya sauka a matakin IDE kafin komai ya kai wani pipeline.
Kayan aikin tsaro na gargajiya (SAST, SCA, DAST, har ma ASPM) an gina su ne don duniyar da mutane suka rubuta lambar kuma fakitin sun fito ne daga rajistar da aka amince da su. Wannan duniyar ta ɓace. Kayan aikin tsaro na AI a cikin 2026 suna buƙatar rufe wurare guda biyar waɗanda kayan aikin gargajiya ko dai sun rufe ko sun ɓace gaba ɗaya: lambar da aka samar da AI, abubuwan da suka dogara da AI, wakilan AI da kiran kayan aikin su, sabar MCP da haɗin IDE, da samfuran da bayanan da kansu. Masu sayar da tsaron AI a wannan jerin suna magance waɗannan wurare ta hanyoyi daban-daban da kuma zurfafa daban-daban. Ga yadda suke kwatantawa.
Kwatanta Cikin Sauri: Manyan Kayan Aikin Tsaron AI na 2026
| kayan aiki | Gano Kadarorin AI | AI-An ƙirƙira Code Security | MCP / Tsaron Wakilai | Kariyar Sarkar Samarwa | ASPM Daidaitawa | Pricing | Mafi kyawun |
|---|---|---|---|---|---|---|---|
| Xygeni | Cikakken AI-SPM - samfura, wakilai, sabar MCP, bayanai, kayan aikin lambar AI | SAST + gano malware + AI AutoFix a cikin lambar ɗan adam da AI ta samar | Kayayyakin sabar MCP, aiwatar da ƙarshen garkuwa, gano aji na SkillLeak | Gano malware a ainihin lokaci, toshewa kafin sa hannu, gargaɗin farko na MEW | Ɗan Asalin ƙasar - SAST, SCA, DAST, sirri, CI/CD, AI-SPM a cikin dandamali ɗaya | Daga $33/wata ga kowane mai ba da gudummawa; akwai matakin kyauta | Ƙungiyoyin da ke buƙatar cikakken tsaron AI daga lambar zuwa lokacin aiki a cikin dandamali ɗaya |
| Rariya | Iyaka — babu wani takamaiman kayan AI da aka keɓe | SAST da kuma SCA tare da shawarwarin gyara AI; babu gano malware | Babu MCP ko tsaron wakili | Strong SCA da kuma bin ka'idojin lasisi; babu gano malware kafin a sa hannu | Snyk AppRisk yana ba da damar ASPM-lite; ba cikakken dandamalin tsayawa ba ne | Ga kowane mai ba da gudummawa; yana yin daidai sosai ga manyan ƙungiyoyi | Ƙungiyoyin masu haɓakawa na farko da ke son SCA da kuma SAST tare da haɗin IDE mai ƙarfi |
| Aikido Security | Babu wani bincike na musamman game da kadarorin AI | SAST da kuma SCA rufe tsare-tsaren lambar da AI ta samar; babu gano malware | Babu MCP ko tsaron wakili | SCA tare da sauƙin isa gare shi; babu riga-kafi ko gargaɗin riga-kafi | Hadin kai dashboard fadin SAST, SCA, sirri, IaC, girgije | Mai gaskiya; farawa ~$300/wata ga ƙananan ƙungiyoyi | Ƙungiyoyin ƙananan masana'antu da na tsakiyar kasuwa suna son haɗakar AppSec akan farashi mai sauƙin samu |
| Cycode | ASPM- mai da hankali; wasu ganuwa na kayan aikin AI ta hanyar pipeline dubawa | SAST tare da shawarwarin gyara da taimakon AI; babu wani bincike na musamman na malware | Babu MCP ko tsaron wakili | SCA da kuma pipeline security; babu gargaɗin farko na malware kafin sa hannu | Strong ASPM - dangantaka tsakanin SAST, SCA, sirri, IaC | Bisa ga ambato; enterprise-daidaitacce | Enterpriseyana so ASPMHaɗakarwa -wanda aka jagoranta a cikin kayan aikin AppSec da yawa |
Abin da za a nema a cikin Dandalin Tsaron AI
Ka'idojin da suka fi muhimmanci ga kayan aikin AppSec na gargajiya (sakamakon ganowa, CI/CD haɗin kai, bayar da rahoto) har yanzu suna aiki. Amma kayan aikin tsaro na AI a 2026 suna buƙatar rufe ƙarin tushe wanda yawancin tsare-tsaren kimantawa ba su cimma ba tukuna.
- Gano kadarorin AI a duk faɗin ƙasar SDLC. Ba za ka iya tsare abin da ba za ka iya gani ba. Dandalin tsaron AI yana buƙatar gano kowane samfuri, wakili, uwar garken MCP, bayanai, da kayan aikin lambar AI da ke gudana a cikin ƙungiyar ku, gami da waɗanda masu haɓakawa suka tsara a cikin gida ba tare da amincewa ba. Gano girgije kawai ya rasa mafi yawan sa. Nemi dandamali waɗanda suka isa ga ma'ajiyar lambar, gina pipelines, da kuma ƙarshen masu haɓakawa.
- Tsaro don lambar da aka samar ta hanyar AI musamman. Lambar da aka samar ta hanyar AI tana gabatar da kurakuran tantancewa, abubuwan da aka dogara da su a mafarki, da kuma tsare-tsare marasa tsaro a sikelin da saurin da babu wani tsarin bita na ɗan adam da zai iya daidaitawa. Nemi SAST wanda ya fahimci tsarin da AI ta samar, ba kawai lambar da ɗan adam ya rubuta ba, da kuma AutoFix wanda ke samar da madadin aminci maimakon kawai nuna matsaloli.
- Tsaron MCP da tsaro na aikin wakili. Sabar MCP tana haɗa mataimakan AI kai tsaye zuwa kayan aikinka, fayiloli, APIs, da pipelines. Ba tare da kaya ba, jerin izini, da sa ido kan halaye, su wani wuri ne da ba a sarrafa shi ba na kai hari. Nemi dandamali waɗanda za su iya gano sabar MCP, aiwatar da manufofi a ƙarshen, da kuma gano barazanar fasaha da na'urorin duba na gargajiya ke rasa.
- Gano ƙwayoyin cuta kafin sa hannu. Traditional SCA kayan aiki sun yi daidai da waɗanda aka sani na CVEs. Ana buga kuma ana cire fakitin mugunta da ke kai hari ga kayan aikin AI cikin awanni, fiye da sabunta bayanan sa hannu. Nemi dandamali waɗanda ke gano halayen mugunta a lokacin bugawa, ba bayan an sanya CVE ba.
- Real ASPM dangantaka. Binciken tsaron AI ya fi dacewa idan aka yi la'akari da nazarin matakin lamba, fallasa sirri, CI/CD tsaro, da kuma yanayin kasuwanci. Na'urar daukar hoto ta AI mai zaman kanta wacce ke samar da jerin abubuwan da aka gano daban tana ƙara wani kayan aiki don daidaita su. Dandalin da ke haɗa tsaron AI cikin tsarin gudanarwa mai haɗin kai yana samar da hangen nesa mai mahimmanci da za a iya aiwatarwa.
- Gudanar da mulki da kuma bin ƙa'ida. Dokar EU AI, NIST AI RMF, da ISO/IEC 42001 duk suna buƙatar ƙungiyoyi su rubuta da kuma rarraba tsarin AI da suke aiki. Dandalin tsaro na AI wanda ke samar da AI-BOM mai shirye-shiryen tantancewa (ƙididdigar kowace kadarar AI da za a iya karantawa ta na'ura tare da maki haɗari da taswirar tsari) yana mai da kula da yanayin aiki zuwa shaidar bin ƙa'ida.
Manyan dandamalin Tsaron AI na 2026
1. Xygeni: Cikakken Tsaron AI daga Lambar zuwa Lokacin Aiki
Overview: Xygeni ita ce kawai dandamali a cikin wannan jerin da aka gina don tabbatar da cikakken saman harin AI: lambar AI tana samarwa, abubuwan da ta ba da shawarar, da wakilai da ke aiki a ciki pipelines, sabar MCP suna haɗa mataimakan AI zuwa kayan aikin haɓakawa, da kuma samfuran da bayanai da ke gudana a fadin SDLCAn karrama ta a bikin bayar da kyaututtuka na Global InfoSec Awards na 2026 don Tsaron Aikace-aikacen GenAI, kuma ASPM An amince da mafita a matsayin Kamfanin Zafi a wannan taron.
Inda sauran masu samar da tsaro na AI suka fi mayar da hankali kan wani tsari (yawanci SAST tare da shawarwarin gyara AI) Xygeni ya rufe dukkan wurare guda biyar ta hanyar dandamali guda ɗaya: AI-SPM don gano kadarorin AI da kaya, DevAI don tsaro mai haɗawa da IDE da kuma sarrafa kansa mai aminci na MCP, CoreAI don nazarin matsayi da fifikon tasirin kasuwanci, Garkuwa don aiwatar da ƙarshen maƙasudin masu haɓakawa, da Gargaɗin Farko na Malware (MEW) don gano fakitin ɓarna kafin a sami CVE.
Ikon Tsaron AI:
- Gudanar da Matsayin Tsaro na AI (AI-SPM): Ci gaba da gano duk wani kadara ta AI a duk faɗin SDLC (samfura, wakilai, sabar MCP, bayanan bayanai, kayan aikin lambar AI, da tsarin AI) tare da maki masu haɗari, jadawalin dangantaka, da kuma AI-BOM da za a iya fitarwa wanda ya dace da Dokar AI ta EU, NIST AI RMF, da ISO/IEC 42001. Ganowa ya yi daidai da Manyan 10 na OWASP don Aikace-aikacen LLM, Manyan Manhajoji 10 na Wakilai, da Manyan 10 na MCP.
- DevAI: Matukin Jirgin Tsaro na AI na Wakili: Wakilin tsaro da aka haɗa da IDE wanda ke nazarin lambar da ɗan adam ya samar da kuma AI a ainihin lokaci, yana aiki guardrails wanda ke dakatar da canje-canje marasa aminci, kuma yana isar da gyara masu tsaro nan take kai tsaye a cikin IDEs da mataimakan AI. Sabar MCP da aka gina a ciki tana tsara ayyuka daga matukin jirgi da wakilai cikin aminci yayin da take kimanta haɗarin gyarawa, don haka ƙungiyoyi su sami yawan ci gaban da AI ke bayarwa ba tare da ɓoyewar tsaro ba.
- CoreAI: AI Copilot ga Shugabannin Tsaro: Yana mayar da bayanai na tsaro da aka raba zuwa ga fahimta da aiki na gaske. Haɗin harshe na halitta don faɗakarwa, yanayi, da rauni. Rahotannin shirye-shirye na zartarwa da bin diddigin shugabanci. Fifiko bisa ga haɗari tare da bayanin tasirin kasuwanci.
- Kare Malware da MEW: Ganowa da toshe fakitin cutarwa a ainihin lokaci a fadin npm, PyPI, da sauran rajista, gami da barazanar sa hannu kafin lokacin da aka saba amfani da su SCA Kayan aiki sun ɓace gaba ɗaya. MEW (Gargaɗin Farko na Malware) yana nazarin sabbin fakitin da aka buga kuma yana nuna barazanar a lokacin bugawa, ba bayan an ba da CVE ba. Ƙungiyar bincike ta Xygeni tana buga sakamakon mako-mako a cikin Malecious Code Digest.
- Shield: Tilasta Tsarin Ma'aunin Masu Haɓaka: Yana toshe sabar MCP da ba a amince da su ba, yana ƙin dogaro da miyagun abubuwa kafin shigarwa, kuma yana ware ƙarshen da aka lalata kafin wani lamari ya bazu. Yana gano barazanar aji na SkillLeak (masu ɓoye bayanan sirri da aka ɓoye a cikin ƙwarewar MCP maimakon shigarwa hooks) ba a iya gani ga na'urorin daukar hoto waɗanda ke tsayawa bayan shigarwa.
- SAST tare da AI AutoFix: Ci gaba da bincike mai tsauri wanda ya shafi lambar da aka rubuta ta mutum da kuma wadda aka samar ta hanyar AI, tare da gano malware mai wayo. AI AutoFix yana samar da ingantattun gyare-gyare masu aminci, waɗanda suka san mahallin da ake isarwa kai tsaye zuwa ga pull requests, tare da wayar da kan jama'a game da canje-canje da kuma gyara bayanai.
Farashin: Standard shirin daga €330/wata ga masu ba da gudummawa 10 (€33/mai ba da gudummawa/wata), ana biyan kuɗi kowace shekara. Akwai matakin kyauta, babu buƙatar katin kiredit
gazawar:
- A matsayinsa na sabon shiga, Xygeni bai riga ya ɗauki sawun masu sayar da kayayyaki na baya-bayan nan ba, abin la'akari ga masu siye waɗanda suka zaɓi matsayin Gartner ko Forrester.
- Cikakken labarin tsaron AI ya fi ƙarfi lokacin gudanar da cikakken dandamali; ƙungiyoyi da ke amfani da kayayyaki daban-daban kawai suna samun ƙarancin fa'idar haɗin gwiwa tsakanin sigina.
Kasa line: Xygeni shine zaɓi mafi dacewa ga ƙungiyoyin tsaro da DevSecOps waɗanda ke buƙatar tabbatar da AI a duk faɗin SDLC (daga lambar AI ta rubuta wa wakilan da ke aiki a ciki) pipelines) ba tare da haɗa kayan aiki guda biyar daban-daban ko biyan kuɗi ba enterprise-farashi kawai don farawa.
2. Snyk: Tsaron Farko na Mai Haɓakawa tare da Shawarwarin Gyaran AI
Overview: Snyk yana ɗaya daga cikin dandamalin tsaro na masu haɓaka haɓakawa da aka fi amfani da su, tare da ƙarfi da ƙarfi. SAST da kuma SCA iyawa da kuma hanyar haɗa kai tsakanin masu haɓakawa da farko. A cikin 'yan shekarun nan, ya ƙara shawarwarin gyara da taimakon AI da kuma faɗaɗa zuwa ASPM-lite terrible ta hanyar Snyk AppRisk. Yana da kyau a kasuwa kuma masu sharhi sun amince da shi sosai.
Key Features:
- SAST da kuma SCA tare da faffadan yare da kuma ingantaccen haɗin IDE
- Shawarwarin gyara AI da aka bayar a cikin tsarin aikin mai haɓakawa
- Snyk AppRisk don kayan kadarori da fifikon haɗari a cikin kayan aikin Snyk.
- Bin doka da oda da kuma gudanar da harkokin buɗaɗɗen tushe
- Strong CI/CD haɗin kai a tsakanin GitHub, GitLab, Jenkins, da Azure DevOps
fursunoni:
- Ba a tattara wani bincike na musamman na kadarorin AI, samfura, wakilai, da sabar MCP ba
- Babu MCP ko tsaron wakili
- Babu gano malware kafin sa hannu, ya dogara ne akan bayanan bayanai na CVE maimakon nazarin ɗabi'a
- Snyk AppRisk wani nau'in ASPM-Lite Layer, ba cikakken dandamalin matsayi ba
- Farashi yana ƙaruwa sosai ga manyan ƙungiyoyi da kuma samun damar shiga cikakken dandamali
- Babu gano malware don barazanar sarkar samar da kayayyaki da ke kai hari ga kayan aikin AI musamman
Farashin: Ga kowane mai ba da gudummawa tare da farashin da aka dogara da module. Cikakken damar shiga dandamali yana buƙatar biyan kuɗi da yawa na samfura. Babu farashin da jama'a ke bayarwa.
Kasa line: Snyk zaɓi ne mai ƙarfi ga ƙungiyoyin farko na masu haɓakawa waɗanda ke buƙatar SCA da kuma SAST tare da ingantaccen haɗin IDE da shawarwarin gyara da AI ke bayarwa. Ƙungiyoyin da ke buƙatar tabbatar da matakin AI na su SDLC (wakilai, sabar MCP, tarin kadarorin AI) za su buƙaci ƙara masa muhimmanci.
3. Tsaron Aikido: Haɗaɗɗen AppSec don Ƙungiyoyin Tsakiyar Kasuwa
Overview: Aikido Security wani dandamali ne na AppSec wanda aka gina shi don ƙungiyoyin tsakiyar kasuwa waɗanda ke son haɗin gwiwar tsaro (SAST, SCA, gano sirri, IaC, DAST, da kuma duba kwantena) a cikin dandamali guda ɗaya, mai sauƙin amfani. Yana yin gasa akan sauƙi, farashi mai gaskiya, da faɗin ɗaukar hoto maimakon zurfin kowace iyawa ɗaya.
Key Features:
- Hadin kai dashboard fadin SAST, SCA, sirri, IaC, DAST, da kuma na'urar duba kwantena
- Dangane da sauƙin isa SCA fifiko don rage hayaniya
- Shawarwarin gyara da taimakon AI a cikin nau'ikan bincike
- Farashi mai haske tare da matakin kyauta ga ƙananan ƙungiyoyi
- Haɗin kai mai ƙarfi tare da GitHub, GitLab, Bitbucket, da Jira
fursunoni:
- Babu wani bincike na musamman game da kadarorin AI, babu tarin samfura, wakilai, sabar MCP, ko bayanai
- Babu MCP ko tsaron wakili
- Babu gano malware kafin sa hannu ko gargaɗin farko don barazanar sarkar samar da kayayyaki da ke kai hari ga kayan aikin AI
- ASPM Ikon da aka bayar ya fi iyaka fiye da na dandamalin gudanar da yanayin aiki na musamman
- Bai dace da enterprise- aiwatar da ayyuka masu rikitarwa tare da ƙa'idodi masu rikitarwa
Farashin: Farashi mai haske yana farawa daga kusan $300/wata ga ƙananan ƙungiyoyi. Akwai matakin kyauta.
Kasa line: Aikido Security ya dace sosai ga ƙananan kamfanoni (SMBs) da ƙungiyoyin tsakiyar kasuwa waɗanda ke son faffadan ɗaukar hoto na AppSec a farashi mai sauƙi ba tare da sarkakiyar hanyar sadarwa ba. enterprise dandamali. Ga ƙungiyoyin da ke buƙatar kare wakilan AI, sabar MCP, ko lambar da AI ta samar a zurfi, rufewar ba ta kai ga waɗannan saman ba tukuna.
4. Lambar Cycode: ASPM-Haɗakarwa ta Jagoranci don Enterprise AppSec
Overview: Cycode shine application security posture management dandamalin da aka gina don enterprise ƙungiyoyi waɗanda ke buƙatar haɗa sakamakon binciken daga kayan aikin AppSec da yawa zuwa cikin ra'ayi ɗaya mai haɗakar haɗari. Ƙarfinsa shine alaƙa, yana cin sakamakon binciken daga SAST, SCA, sirri, IaC, Da kuma pipeline security kayan aiki da kuma samar da wani tsari mai mahimmanci, wanda ba a taɓa yin kwafi ba a cikin cikakken shirin. CyberArk ne ya saya shi a shekarar 2024.
Key Features:
- Strong ASPM: alaƙa a tsakanin SAST, SCA, sirri, IaC, Da kuma CI/CD binciken
- Shawarwarin gyara da taimakon AI a cikin dandamali
- Pipeline security duba don CI/CD misconfigurations
- Taswirar tsarin bin ƙa'ida da rahoton shugabanci
- Haɗin kai mai faɗi tare da kayan aikin AppSec na ɓangare na uku
fursunoni:
- Babu wani bincike na musamman na kadarorin AI, samfura, wakilai, da sabar MCP ba sa cikin jerin kayayyaki.
- Babu MCP ko tsaron wakili
- Babu gano malware kafin sa hannu don barazanar sarkar samar da kayayyaki da ke kai hari ga kayan aikin AI
- Enterprise- farashi mai ma'ana ba tare da matakin hidimar kai na jama'a ba
- Haɗin kai bayan siye tare da CyberArk na iya shafar taswirar hanya da alkiblar samfura
Farashin: Dangane da ambato, enterprise-mai da hankali. Babu gwajin farashi na jama'a ko gwajin kai.
Kasa line: Cycode zaɓi ne mai ƙarfi don enterprisewanda yake so ASPM-haɗa kai a cikin wani shirin AppSec mai kayan aiki da yawa da ke akwai. Ƙungiyoyin da ke buƙatar faɗaɗa tsaro zuwa matakin AI (gano kadarorin AI, tsaron MCP, kariyar aiki ta wakili) za su sami gibin da ke buƙatar ƙarin kayan aiki.
Dalilin da yasa Xygeni ya yi fice a tsakanin masu sayar da tsaron AI a shekarar 2026
Kowace kayan aiki da ke cikin wannan jerin ta ƙunshi wani ɓangare na matsalar tsaron AI. Snyk da Aikido suna kawo ƙarfi SAST da kuma SCA tushe tare da Gyaran da ke taimakawa wajen AICycode yana kawo enterprise ASPM da kuma haɗakarwa. Amma babu ɗayansu da ya rufe saman harin AI wanda ke bayyana yanayin barazanar a 2026: kadarorin AI da kansu.
Yawancin ƙungiyoyi da ke tura mataimakan lambar AI, sabar MCP, da wakilai masu cin gashin kansu ba su da wata hanya ta musamman ta gano abin da AI ke gudanarwa a muhallinsu, tantance haɗarinsa, aiwatar da manufofi a ƙarshen, ko gano hare-haren sarkar samar da kayayyaki waɗanda aka ƙera musamman don kai hari ga kayan aikin AI. Wannan shine gibin da aka gina Xygeni don rufewa.
Haɗin AI-SPM don ci gaba da gano kadarorin AI, DevAI don tsaro mai haɗawa da IDE da kuma MCP-safe agentic automatic, MEW don gano malware kafin sa hannu, da kuma Shield don aiwatar da ƙarshen maƙasudin masu haɓakawa yana ba wa ƙungiyoyin tsaro ganuwa da iko a duk faɗin biyar. Fuskokin harin AI, ba tare da buƙatar su haɗa kayan aiki daban-daban don kowannensu ba.
Kuma tare da gina farashi ga ƙungiyoyin tsakiyar kasuwa maimakon enterprise- kasafin kuɗi kawai da matakin kyauta wanda ba ya buƙatar katin kiredit, Xygeni shine kawai dandamali a cikin wannan jerin inda kowace ƙungiya za ta iya fara kare saman harin AI a yau.
Tambayoyin da
Menene bambanci tsakanin kayan aikin tsaro na AI da kayan aikin AppSec na gargajiya?
Kayan aikin AppSec na Gargajiya (SAST, SCA, DAST) an gina su ne don kare lambar da aka rubuta ta ɗan adam da kuma raunin dogaro da aka sani. Kayan aikin tsaro na AI suna faɗaɗa wannan iyaka don rufe saman harin da aka yi wa AI: samfura da bayanai, wakilan AI suna aiki a ciki pipelines, sabar MCP da ke haɗa mataimakan AI zuwa kayan aikin haɓakawa, tsare-tsaren lambar da AI ta samar, da hare-haren sarkar samar da kayayyaki waɗanda aka ƙera musamman don kai hari ga ayyukan AI. Yawancin kayan aikin gargajiya ba a gina su don fahimtar menene samfurin ba, abin da wakili zai iya yi, ko abin da uwar garken MCP zai iya kaiwa.
Wadanne masu sayar da tsaron AI ne ke kula da tsaron MCP?
Daga cikin dandamalin da ke cikin wannan jerin, Xygeni ita ce kawai mai siyarwa da ke da kariya ta tsaro ta MCP, gami da kayan aikin uwar garken MCP ta hanyar AI-SPM, aiwatar da manufofi a ƙarshen mai haɓakawa ta hanyar Shield, da kuma gano barazanar fasaha kamar SkillLeak waɗanda ke ɓoye halayen mugunta a cikin ƙwarewar MCP maimakon shigarwa. hooks.
Shin kayan aikin tsaron AI suna maye gurbinsu? SAST da kuma SCA?
A'a, kayan aikin tsaron AI suna faɗaɗa SAST da kuma SCA maimakon maye gurbinsu. Mafi kyawun dandamali suna haɗa ƙarfin tsaron AI tare da na gargajiya SAST, SCA, gano sirri, IaC, da kuma DAST, suna daidaita sakamakon binciken daga dukkan tushe a cikin yanayin aiki ɗaya. Ƙungiyoyin da ke gudanar da tsaron AI a ware, ba tare da haɗa shi da shirin AppSec ɗinsu na yanzu ba, suna rasa alaƙar sigina mai haɗuwa wanda ke sa fifiko ya zama daidai.
Me ya kamata in nema lokacin da nake tantance masu siyar da tsaro na AI?
Muhimman abubuwan guda shida da za a iya tantancewa sune: Gano kadarorin AI da ke kaiwa ga SDLC maimakon dogaro da na'urorin haɗin girgije kawai; tsaro don lambar da aka samar da AI musamman, ba kawai tsarin da ɗan adam ya rubuta ba; MCP da ɗaukar nauyin aiki na wakili; gano malware kafin sa hannu don barazanar sarkar samar da kayayyaki da ke kai hari ga kayan aikin AI; ainihin ASPM alaƙar da ke haɗa binciken tsaro na AI zuwa matakin lamba da pipeline haɗari; da kuma sakamakon shugabanci, AI-BOM da za a iya fitarwa ga masu binciken kuɗi da enterprise masu saye.
