Sauri ba tare da tsaro ba yana haifar da haɗari na gaske. Ƙungiyoyin haɓakawa suna jigilar fitarwa da yawa a kowace rana a cikin yanayin girgije mai rikitarwa suna buƙatar kayan aikin tsaro na DevOps waɗanda ke haɗawa cikin kowane mataki na pipeline ta atomatik, ba a matsayin wurin duba abubuwa a ƙarshe ba. Wannan jagorar ta ƙunshi manyan kayan aikin tsaro guda 10 na DevOps na 2026, kwatanta abin da kowannensu ke karewa a zahiri, inda rufinsa ya ƙare, da kuma yadda za a zaɓi haɗin da ya dace don tarin ƙungiyar ku, girma, da buƙatun bin ƙa'idodi.
Manyan Kayan Aikin Tsaro na DevOps guda 10 na 2026
Teburin Kwatantawa: Kayan Aikin Tsaro na DevOps
| kayan aiki | Ɗaukar hoto | Gyaran AI | CI/CD hadewa | Mafi kyawun |
|---|---|---|---|---|
| Xygeni | SAST, SCA, DAST, IaC, Sirri, CI/CD, ASPM, Malware, Kwantena | Ee, Gyaran AI ta atomatik tare da Hadarin Gyara | Ɗan asalin ƙasar tare da guardrails | Ƙungiyoyin da ke buƙatar cikakken DevSecOps a cikin dandamali ɗaya |
| Jit | SAST, SCA, Sirri ta hanyar haɗawa | A'a | GitHub, GitLab, Jenkins | Ƙungiyoyi suna fara tafiyarsu ta DevSecOps tare da ɗaukar nauyin da ya dace |
| Cycode | SCM, pipelines, SCA, kwantena, gajimare | A'a | Rufewar sarkar samar da kayayyaki ta asali | Enterprise ƙungiyoyin da ke buƙatar daga ƙarshe zuwa ƙarshe pipeline da kuma SCM Ganuwar |
| Apiiro | ASPM, SAST, SCA, IaC, yanayin gajimare | A'a | GitHub, GitLab, Bitbucket | Ƙungiyoyi suna fifita haɗarin da ke tattare da yanayi da kuma ASPM shugabanci |
| aikido | SAST, SCA, IaC, kwantena, yanayin gajimare | Gyaran atomatik na ɗan lokaci | plugins na IDE da CI/CD ƙõfõfi | Ƙungiyoyin farko na masu haɓakawa suna son ɗaukar hoto mai faɗi na AppSec cikin sauri |
| Anga | Hotunan kwantena, SBOM, aiwatar da manufofi | A'a | Jenkins, GitLab, Ayyukan GitHub | Ƙungiyoyi suna tabbatar da aikace-aikacen da aka haɗa a cikin kwantena ta hanyar aiwatar da manufofi |
| Rariya | SCA, SAST, IaC, kwantena | Daidaita PRs, gyara su a wani ɓangare | IDE, Git, CI/CD | Masu haɓakawa sun riga sun shiga cikin tsarin Snyk |
| Wiz | Tsarin gajimare, kwantena, IaC, asali | A'a | API na tushen haɗin kai | Enterprise ƙungiyoyin tsaron girgije waɗanda ke kula da muhallin girgije da yawa |
| GitHub Babban Tsaro | SAST, CodeQL, nazarin dogaro, sirri | A'a | Aikin GitHub na asali | Ƙungiyoyin GitHub waɗanda ke son tsaro mai ginawa ba tare da ƙarin kayan aiki ba |
| Sarrafa | Hotunan kwantena masu tauri, asalin sarkar samar da kayayyaki | A'a | rajista da CI/CD hadewa | Ƙungiyoyi suna maye gurbin hotunan tushe masu rauni da madadin sifili-CVE |
1. Xygeni
Overview: Xygeni wani dandamali ne na tsaro na DevOps mai haɗin kai wanda ke amfani da fasahar AI wanda ke rufe kowane matakin zagayowar rayuwar haɓaka software a cikin aiki ɗaya. Inda yawancin kayan aikin tsaro na DevOps suka ƙware a cikin matakai ɗaya ko biyu, Xygeni yana haɗuwa SAST, SCA, DAST, IaC bincika, gano sirri, CI/CD tsaro, kariyar malware, duba kwantena, da ASPM ba tare da buƙatar ƙungiyoyi su kula da kayan aiki daban-daban ko kuma su daidaita abubuwan da aka gano a duk inda aka haɗa su ba dashboards.
Its ASPM Layer yana gano kuma yana tattara dukkan kadarorin software ta atomatik, yana daidaita sakamakon daga kowane na'urar daukar hoto, kuma yana amfani da mazubin fifiko don nuna manyan haɗarin da ke buƙatar kulawa, yana rage yawan faɗakarwa da kashi 90 cikin ɗari. AI mai aiki ta hanyar DevAI yana ba da ci gaba da gano rauni a cikin IDE yayin da masu haɓakawa ke rubuta lambar, yayin da CoreAI ke fassara yanayin tsaro zuwa tasirin kasuwanci ga shugabannin tsaro. Don mahallin akan Mafi kyawun ayyuka na DevSecOps da manyan kayan aikin DevSecOps, waɗannan hanyoyin haɗin suna ba da faffadan mahallin yanayin ƙasa.
Key Features:
- Cikakken ɗaukar hoto: SAST, SCA, DAST, IaC bincika, gano sirri, CI/CD tsaro, kariyar malware, duba kwantena, build security, da kuma gano abubuwan da ba su dace ba a cikin dandamali ɗaya
- ASPM tare da gano kadarori ta atomatik, alaƙar haɗari a tsakanin dukkan na'urori masu duba, da fifiko ta hanyar amfani da su, isa gare su, yanayin kasuwanci, da fallasa intanet
- Gyara AI ta atomatik tare da Binciken Haɗarin Gyara samar da ingantattun lambobin tsaro, waɗanda suka san mahallin da aka tabbatar don tasirin canjin-canji kafin aikace-aikacen
- AI mai wakilci ta hanyar DevAI don duba da shawarwarin gyara matakin IDE na ainihin lokaci, da CoreAI don bayar da rahoton haɗari da shugabanci na manyan jami'ai
- CI/CD tsaro guardrails aiwatar da ƙa'idodin Manufofi-kamar-Lambar a faɗin GitHub Actions, GitLab CI, Jenkins, Bitbucket Pipelines, da kuma Azure DevOps
- Gano ƙwayoyin cuta a ainihin lokaci a cikin rajistar tushen buɗewa, yana toshe barazanar sarkar samar da kayayyaki ta sifili kafin su shiga SDLC
- Gano sirri a duk faɗin tarihin Git, pipelines, kwantena, da ma'ajiyar ajiya tare da haɗin Git hook don dakatarwa commits
- IaC security Ana bincika Terraform, Kubernetes, Helm, Ansible, da CloudFormation
- Taswirar bin ƙa'idodi ga NIST 800-53, ISO 27001, CIS Ma'auni, SOC 2, OWASP, da OpenSSF
- Ma'ajiyar ajiya mara iyaka da masu ba da gudummawa ba tare da farashin kowane kujera ba
Mafi kyau ga: Ƙungiyoyin Injiniya, DevSecOps, da kuma shugabannin tsaro waɗanda ke buƙatar dandamali guda ɗaya mai amfani da AI wanda ya rufe kowane matakin SDLC ba tare da sarrafa kayan aikin tsaro na DevOps da aka raba ba.
Farashin: Yana farawa daga $33/wata don cikakken dandamalin da ke cikin ɗaya. SAST, SCA, DAST, CI/CD Tsaro, Gano Sirri, IaC Security, da kuma Duba Kwantena. Ma'ajiyar ajiya mara iyaka da masu ba da gudummawa ba tare da farashin kowane kujera ba.
2. Jit
Overview: Jit yana sanya kansa a matsayin dandamali na tsaro-kamar lambar da ke saka tsaron DevOps kai tsaye cikin ayyukan masu haɓakawa ba tare da yin aiki a matsayin mai tsaron ƙofa mai tsakiya ba. Yana ba ƙungiyoyi damar ayyana manufofin tsaro a matsayin lambar a cikin ma'ajiyar su kuma aiwatar da su ta atomatik a cikin CI/CD pipelines kuma pull requestsTsarinsa na zamani yana bawa ƙungiyoyi damar fara da bincike na asali don sirri, abubuwan da suka dogara da su, da kuma kurakurai, sannan a faɗaɗa ɗaukar hoto yayin da ƙarfin tsaronsu ke ƙaruwa.
Ƙarfin Jit shine ƙarancin haɗin gwiwa da ƙungiyoyi ke yi da ƙungiyoyin da ke fara tafiyarsu ta DevSecOps. Iyakarsa ita ce ta dogara da haɗin gwiwa da na'urorin daukar hoto na ɓangare na uku don cimma ɗaukar hoto, wanda ke nufin faɗin da zurfin kariya ya dogara ne akan yadda aka tsara da kuma kiyaye waɗannan haɗin gwiwar. Ga ƙungiyoyin da ke buƙatar cikakken binciken da aka gina a ciki maimakon tsarin tsarawa, samfurin rufewa na iya haifar da gibi. Don mahallin akan Ka'idojin DevSecOps, wannan hanyar haɗin ta ƙunshi hanyar da aka tsara Jit don tallafawa.
Key Features:
- Aiwatar da manufofi kamar yadda aka tsara a cikin ƙa'idodi don bayyanawa da amfani da ƙa'idodin tsaro kai tsaye a cikin ma'ajiyar bayanai don aiwatar da PR ta atomatik
- CI/CD haɗin kai tare da GitHub Actions, GitLab CI, Bitbucket, da Jenkins
- Binciken sirri da raunin da aka gano don tantance takardun shaidar da aka fallasa, tsoffin abubuwan da suka dogara da su, da kuma CVEs da aka sani
- Tsarin zamani yana bawa ƙungiyoyi damar farawa da ainihin bincike da faɗaɗa ɗaukar hoto kaɗan-kaɗan
- Karɓar mai sauƙi tare da ƙarancin kuɗin kashewa ga ƙungiyoyin da ke fara shirin tsaron DevOps
fursunoni:
- Rufewa ya dogara ne akan haɗin gwiwar wasu kamfanoni, wanda zai iya zama ba daidai ba ba tare da tsari da kulawa mai kyau ba.
- Babu wani bincike mai zurfi game da yadda za a iya amfani da shi ko kuma yadda za a iya isa gare shi; yana mai da hankali kan kasancewar haɗari maimakon ainihin tasirin da ke tattare da shi.
- Gyara mai iyaka tare da ƙarancin shawarwari na gyara kai tsaye ko samar da PR ta atomatik fiye da dandamali na musamman
- Ba haɗin kai ba ASPM dandamali; binciken ba a haɗa shi ba a cikin layukan dubawa zuwa cikin ra'ayi ɗaya na haɗari
Mafi kyau ga: Ƙungiyoyin ci gaba suna fara tafiyarsu ta DevSecOps waɗanda ke son aiwatar da tsaro kamar lambar sirri a cikin ayyukansu CI/CD pipelinetare da ƙarancin kuɗin farko.
Farashin: Ana samun matakin kyauta don duba asali. Tsarin biyan kuɗi ya bambanta dangane da haɗin kai da amfani. Ana bayar da cikakkun bayanai game da farashi idan an buƙata.
3. Lambar Cycode
Overview: Cycode sigar application security posture management dandamalin da aka mayar da hankali kan kariyar sarkar samar da software daga ƙarshe zuwa ƙarshe. Yana sa ido kan tsarin sarrafa lambar tushe, CI/CD pipelines, rajistar kayan tarihi, da kuma tura gajimare don bai wa ƙungiyoyi damar fahimtar inda haɗari ke samo asali da kuma yadda suke yaɗuwa ta hanyar pipelineTsarin tsaron sarkar samar da kayayyaki ya shafi pipeline rashin daidaito, bayyanar maɓallan shiga, da kuma SCA tare da na'urar duba lambar gargajiya.
Cycode yana da ƙarfi enterprise-rufewa mai daraja amma yana buƙatar ƙarin tsari da tsari fiye da kayan aikin tsaro na DevOps na farko na masu haɓakawa. Ƙananan ƙungiyoyi ko waɗanda ba su da ma'aikatan tsaro na musamman na iya samun faɗin dandamalin fiye da ƙimar aiki. Tsarin lasisin sa na zamani kuma zai iya ƙara farashi yayin da ɗaukar hoto ke faɗaɗa. Don mahallin akan CI/CD pipeline security, wannan hanyar haɗin yanar gizon ta ƙunshi ra'ayoyi masu dacewa.
Key Features:
- Full pipeline sa ido kan ɗaukar hoto SCMs, CI/CD pipelines, rajistar kayan tarihi, da muhallin girgije
- Sirri da gano maɓalli don gano takaddun shaida da aka fallasa a cikin lambar, rajistan ayyukan, da fayilolin daidaitawa
- SCA da kuma duba kwantena tare da bin diddigin CVE, bayanan amfani, da fifiko
- Manufofi-kamar-Lambar-don a iya gyara su SCM da kuma pipeline security aiwatar da doka
- Daidaita bin ƙa'idodi tare da NIST, SOC 2, da ISO 27001 standards
fursunoni:
- Saiti mai rikitarwa da kulawa yana buƙatar ma'aikatan tsaro masu himma a mafi yawan lokuta enterprise tura abubuwa
- Lasisin zamani yana nufin ƙarin ƙwarewa na iya buƙatar ƙarin kuɗin lasisi
- Tsarin koyo mai zurfi ga ƙungiyoyi waɗanda ba su da ƙwarewa a baya a dandamalin tsaro na sarkar samar da kayayyaki
- Custom enterprise farashi ba tare da wani zaɓi na hidimar kai na jama'a ba
Mafi kyau ga: Enterprise ƙungiyoyi waɗanda ke buƙatar ganin sarkar samar da software daga ƙarshen zuwa ƙarshe daga ma'ajiyar lambobi ta hanyar tura gajimare, tare da albarkatun tsaro na musamman don aiki da kula da dandamalin.
Farashin: Custom enterprise tsarin farashi bisa ga haɗe-haɗe, ƙidayar ma'ajiyar bayanai, da fasalulluka masu aiki.
4. Apiiro
Overview: Apiiro an fi sanin sa Application Security Posture Management iyawa da zurfin nazarin haɗarin da ke tattare da shi. Yana ba da ra'ayi ɗaya game da haɗari a cikin lambar, kayayyakin more rayuwa, da muhallin girgije, yana haɗa binciken rauni zuwa yanayin kasuwancinsu da kuma nuna yadda haɗari ke da alaƙa da sauran sassan. Hanyarsa ta jaddada fahimtar cikakken radius na fashewar wani abu maimakon kawai nuna kasancewarsa.
Zurfin mahallin Apiiro shine babban abin da ke bambanta ta tsakanin kayan aikin tsaro na DevOps, amma enterpriseTsarin -grade yana sa ya fi rikitarwa a yi aiki fiye da zaɓuɓɓuka masu sauƙi. Ƙungiyoyi ba tare da albarkatun AppSec na musamman ba na iya samun fasalulluka na tsari da shugabanci sun fi wahala fiye da matakin balagarsu. Ga ƙungiyoyi masu kimantawa ASPM dandamali musamman, babba ASPM Bayanin kayan aiki yana ba da mahallin kwatantawa mai amfani.
Key Features:
- Haɗaɗɗen ganuwa game da haɗari yana haɗa bayanai daga SAST, SCA, IaC, kuma girgije yana duba cikin haɗari guda ɗaya dashboard
- Fifiko da sanin mahallin da ke gano raunin da ke tattare da shi tare da mafi girman tasirin gaske akan takamaiman aikace-aikace
- Aiwatar da manufofi kamar yadda aka tsara a cikin ma'ajiyar bayanai da kuma CI/CD pipelines
- Haɗin aikin masu haɓakawa tare da GitHub, GitLab, Bitbucket, da kuma ayyukan gama gari CI/CD dandamali
- Tsarin bin ƙa'idodi da shugabanci na NIST, ISO 27001, da SOC 2
fursunoni:
- Enterprise- Saitin fasali mai mai da hankali na iya wuce buƙatun ƙananan ƙungiyoyi ko na farko
- Farashin ya zama na musamman kuma ba a lissafa shi a bainar jama'a ba, yana buƙatar haɗin gwiwar tallace-tallace don kimantawa
- Tsarin aiki don haɗakar abubuwa masu rikitarwa da muhalli da yawa yana buƙatar ƙwarewa ta musamman
- Babu gyaran AI na asali ko gyaran atomatik da aka gina a cikin dandamalin
Mafi kyau ga: Enterprise ƙungiyoyin tsaro waɗanda ke ba da fifiko ga fahimtar haɗarin da ke tattare da yanayi mai zurfi da kuma ASPM shugabanci a cikin manyan fayiloli masu rikitarwa, masu cike da muhalli daban-daban.
Farashin: Custom enterprise farashi bisa ga haɗin kai, masu amfani, da yankunan da ake ɗaukar hoto.
5. Aikido
Overview: Aikido Security wani dandamali ne na tsaro na DevOps wanda masu haɓakawa suka haɗa SAST, SCA, IaC Ana dubawa, tsaron kwantena, da kuma kula da yanayin girgije a cikin wani tsari guda ɗaya. Tsarinsa yana jaddada saurin ɗaukar kaya da ƙarancin gogayya, yana bawa ƙungiyoyi damar haɗa ma'ajiyar GitHub ko GitLab kuma su fara duba cikin mintuna kaɗan. Hanyar rage hayaniya tana nuna kawai haɗarin da suka fi dacewa a cikin pull requests, yana mai da hankali kan mai haɓaka haɓakawa kan abin da ke da mahimmanci.
Aikido ya ƙunshi nau'ikan nau'ikan tsaro na DevOps daban-daban saboda farashinsa, wanda hakan ya sa ya zama mai amfani ga ƙananan ƙungiyoyi. Fifikonsa ya dogara ne akan ƙima mai tsanani ba tare da zurfin amfani ko yanayin isa ga abin da dandamali masu tasowa ke bayarwa ba, kuma keɓance manufofinsa yana da iyaka idan aka kwatanta da enterprise-matakin kayan aikin tsaro na DevOps. Don mahallin akan hanyoyin gwajin tsaron aikace-aikace, wannan hanyar haɗin yanar gizon ta ƙunshi faɗin yanayin.
Key Features:
- Na'urar daukar hoto mai faɗi da yawa ta ƙunshi lambar aikace-aikace, dogaro da tushen buɗewa, IaC samfura, da kwantena
- Saiti mai sauri yana haɗa ma'ajiyar GitHub ko GitLab don yin bincike cikin mintuna
- Rage hayaniya yana nuna muhimman batutuwa da kuma tace sakamakon da ba shi da tasiri sosai
- Sanarwa masu dacewa da masu haɓakawa suna haɗa sakamako zuwa cikin pull requests don gyarawa cikin sauri
- Gudanar da yanayin girgije yana gano kurakurai a cikin yanayin AWS, GCP, da Azure
fursunoni:
- Fifiko bisa ga makin tsanani ba tare da yanayin amfani ko isa ga abin da za a iya yi ba
- Keɓancewa mai iyaka na Manufofi-kamar-Lambar idan aka kwatanta da enterprise Kayan aikin tsaro na DevOps
- Zurfin daidaitawa na iya zama bai isa ga manyan, hadaddun abubuwa ba enterprise Muhalli na DevOps
- Ƙananan haɗin kai tare da enterprise tsaro da dandamalin SIEM
Mafi kyau ga: Ƙungiyoyin haɓaka ƙanana zuwa matsakaici suna son faɗaɗa tsaron DevOps a cikin dandamali mai dacewa da masu haɓakawa ba tare da buƙatar albarkatun ayyukan tsaro na musamman ba.
Farashin: Farawa daga kimanin $300/wata ga masu amfani 10. Farashin kowane mai amfani yana da girma da girman ƙungiya. enterprise shirye-shiryen da ake da su.
6. Anchore
Overview: Anga yana mai da hankali musamman kan tsaron hoton kwantena da kuma SBOM Samar da yanayi ga muhallin DevOps. Yana gano rauni, rashin daidaito, da kuma bayar da lasisin haɗarin hotunan kwantena kafin su kai ga samarwa, yana aiwatar da manufofin al'ada a matsayin lambar, kuma yana haɗawa cikin CI/CD pipelines don yin tsaron kwantena a standard wani ɓangare na ayyukan ginawa. SBOM Tallafin tsarin SPDX da CycloneDX ya sa ya zama zaɓi mai amfani ga ƙungiyoyi masu buƙatar bin ƙa'idodi dangane da bayyana gaskiya ta software.
Tsarin Anchore ya mayar da hankali ne kan kwantena ta hanyar ƙira. SASTgano sirri, ko kuma CI/CD pipeline tsaron ɗabi'a a zurfin da kayan aikin tsaro na DevOps ke bayarwa. Ƙungiyoyi masu nauyin aiki waɗanda ke buƙatar aiwatar da manufofi bisa ga manufofi da SBOM tsara zai same shi mafita mai ma'ana, mai iya aiki, kodayake yawanci yana buƙatar kayan aiki masu dacewa don cikakken tsaron DevOps. Don mahallin da ya shafi wannan IaC security da kuma tsaro kwantena, waɗannan hanyoyin haɗin yanar gizon sun shafi yankunan da suka dace.
Key Features:
- Binciken hotunan kwantena don raunin da ya faru, tsoffin fakiti, da saitunan rashin tsaro
- SBOM samarwa a cikin tsarin SPDX da CycloneDX don ganuwa da bin ƙa'idodin sarkar samarwa
- Aiwatar da manufofi kamar yadda aka tsara tare da ƙa'idodi na musamman waɗanda zasu iya toshe gine-gine ko tura kayan aiki
- CI/CD haɗin kai tare da GitHub Actions, GitLab CI, da Jenkins
- An tsara rahoton bin ƙa'idodi zuwa NIST, CIS Ma'auni, da SOC 2
fursunoni:
- Tsarin da ke mai da hankali kan kwantena tare da iyakataccen kariya don lambar aikace-aikace, sirri, ko pipeline hali
- Rubutawa da kiyaye manufofin musamman yana buƙatar ƙwarewar tsaro da ci gaba da ƙoƙari
- Babu gyara ta atomatik; yana mai da hankali kan ganowa da aiwatarwa maimakon samar da gyara
- Yana buƙatar kayan aikin tsaro na DevOps masu dacewa don cikakken aiki SDLC ɗaukar hoto
Mafi kyau ga: Ƙungiyoyi suna gina aikace-aikacen da aka haɗa da kwantena waɗanda ke buƙatar tushen manufofi SBOM aiwatar da tsaro na kwantena da kuma tsarin tsaro a matsayin wani ɓangare na DevOps ɗinsu pipeline.
Farashin: Buɗaɗɗen sigar tushe (Anchore Engine) yana samuwa kyauta. enterprise dandamali tare da ci gaba da gudanar da manufofi, bayar da rahoto, da tallafi da ake samu ta hanyar farashi na musamman.
7. Snyk
Overview: Rariya yana ɗaya daga cikin kayan aikin tsaro na DevOps da aka fi amfani da su, wanda aka san shi da tsarin farko na masu haɓakawa da kuma haɗin gwiwar yanayin halittu mai ƙarfi. Yana rufe duba dogaro da tushen buɗewa, tsaron kwantena, IaC scanning, da kuma na asali SAST, haɗawa cikin IDEs, ayyukan Git, da CI/CD pipelines don nuna binciken tsaro inda masu haɓaka suka riga suka yi aiki. Gyaran sa ta atomatik pull requests rage gogayya tsakanin gano da gyara raunin dogaro.
Tsarin farashi na Snyk na zamani yana nufin cewa cikakken tsaron DevOps yana buƙatar siyan kayan aiki daban-daban na tsari don kowane nau'in na'urar daukar hoto, wanda ke ƙara farashi yayin da ɗaukar hoto ke faɗaɗa. Yanayin amfani da shi da kuma yadda za a iya isa gare shi ya fi iyaka fiye da haɗin kai. ASPM dandamali, da CI/CD pipeline Tsaron ɗabi'a ya wuce iyakokinsa. Don mahallin akan Snyk's SCA iyawa a kwatanta, wannan hanyar haɗin yanar gizon tana ba da cikakken bayani.
Key Features:
- SCA gano CVEs a cikin dogaro da tushen buɗewa tare da shawarwarin haɓakawa da gyara PRs ta atomatik
- Akwati da IaC Ana duba hotunan Docker da samfuran Terraform don rashin daidaito
- IDE da SCM haɗin kai tare da VS Code, IntelliJ, GitHub, GitLab, da Bitbucket
- Shawarwarin gyara masu dacewa da masu haɓakawa da kuma pull requests don gyara dogaro
- An tsara daidaiton bin ƙa'idodi zuwa ga ISO 27001 da SOC 2
fursunoni:
- Kowane module (SAST, SCA, IaC, Kwantena) an yi masa caji daban, wanda hakan ke ƙara farashi tare da faɗin ɗaukar hoto
- Iyakantaccen amfani da yanayin isa ga mai rauni don ingantaccen fifikon rauni
- A'a CI/CD pipeline tsaron ɗabi'a ko gano rashin daidaituwar sarkar wadata
- Wasu fasalolin shugabanci na zamani da aka kulle su ga manyan matakai enterprise shirye-shirye
Mafi kyau ga: Ƙungiyoyin ci gaba da suka riga sun shiga cikin tsarin Snyk waɗanda ke son faɗaɗawa open source security rufewa a cikin lambar, kwantena, da IaC a cikin tsarin aiki na masu haɓaka da aka saba da su.
Farashin: Matsayi kyauta tare da ƙarancin scanning. Ana biyan kuɗin tsare-tsaren da aka biya ga kowane mai haɓakawa da kowane module. Farashi yana da girma tare da faɗin ɗaukar hoto da girman ƙungiyar. Enterprise tsare-tsare suna buƙatar ƙididdigewa na musamman.
8. Wiz
Overview: GitHub Advanced Security (GHAS) yana haɗa na'urorin binciken tsaro na DevOps kai tsaye zuwa dandamalin GitHub, yana samar da tushen CodeQL SAST, duba dogaro ta hanyar Dependabot, da kuma gano sirri a matsayin siffofin asali na aikin GitHub. Ga ƙungiyoyi gaba ɗaya standardAn gina shi akan GitHub, yana ƙara tsaro ba tare da buƙatar masu haɓaka su bar babban wurin aikinsu ba. Haɗin kai mai ƙarfi tare da GitHub Actions ya sa binciken tsaro ya zama wani ɓangare na kowane pull request da kuma CI/CD gudu.
GHAS ba ta keɓancewa da GitHub ba kuma ba ta faɗaɗa zuwa GitLab, Bitbucket, ko wasu dandamali ba. Bai haɗa da IaC bincika, tsaron kwantena, DAST, ko gano malware na sarkar samar da kayayyaki. Ga ƙungiyoyin da ke buƙatar kariya fiye da abin da dandamalin GitHub ke bayarwa na asali, yana buƙatar kayan aikin tsaro na DevOps masu dacewa. Don mahallin akan na'urorin tsaro ta atomatik a cikin CI/CD, wannan hanyar haɗin yanar gizon ta ƙunshi tsarin haɗin kai masu alaƙa.
Key Features:
- CodeQL SAST yin nazarin lambar ma'ana mai zurfi don gano tsarin raunin da ya shafi rikitarwa
- Dependabot yana gano tsoffin fakiti ko marasa ƙarfi tare da sabuntawa ta atomatik pull requests
- Scanning na sirri yana gano takardun shaidar da aka fallasa a cikin ma'ajiyar bayanai kafin a haɗa lambar
- Haɗin GitHub Actions don duba tsaro ta atomatik akan kowane pull request da turawa
- Tsaron tsakiya dashboardtattara sakamakon a duk faɗin ma'ajiyar bayanai don bin diddigin bin ƙa'idodi
fursunoni:
- Dandalin GitHub na musamman ba tare da tallafi ga ma'ajiyar GitLab, Bitbucket, ko Azure DevOps ba
- A'a IaC bincika, tsaron kwantena, gano malware na DAST, ko sarkar samar da kayayyaki
- Enterprise fasali da shugabanci mai ci gaba suna buƙatar babban matakin GitHub Enterprise shirye-shirye
- Babu ƙirƙirar gyara ta atomatik fiye da sabunta PRs na dogaro da Dependabot
Mafi kyau ga: Ƙungiyoyi gaba ɗaya standardAn gina su akan GitHub waɗanda ke son a haɗa na'urar daukar hoto ta DevOps mai ƙarancin gogayya a cikin tsarin aikinsu na yanzu ba tare da ƙara kayan aikin waje ba.
Farashin: An ba da lasisi ga kowane mai aiki committer a ƙarƙashin GitHub EnterpriseFarashin ma'auni tare da girman ƙungiya da kuma amfaninta.
9. GitHub Advanced Security
Overview:
GitHub Advanced Security (GHAS) Yana haɗa na'urorin binciken tsaro kai tsaye zuwa cikin ma'ajiyar GitHub. Yana bayar da SAST tare da CodeQL, duba dogaro ta hanyar Dependabot, da gano sirri. Bugu da ƙari, yana haɗawa da GitHub Actions, yana mai da binciken tsaro wani ɓangare na aikin mai haɓakawa.
GHAS yana inganta tsaro a cikin tsarin GitHub. Duk da haka, yana da alaƙa da ma'ajiyar GitHub kuma ba shi da shi CI/CD tsaro fiye da Ayyuka. Sakamakon haka, ƙungiyoyi masu amfani da tsarin sarrafa tushe da yawa ko kayan aikin sarkar samar da kayayyaki masu faɗi na iya samun hakan a matsayin abin takura.
Key Features:
- Duba Lambobi → Yana amfani da GitHub CodeQL don SAST kai tsaye a ciki pull requests.
- Binciken Dogaro → Misali, yana sanar da ku game da raunin da aka sani a cikin fakitin tushen buɗewa ta hanyar Dependabot.
- Gano Sirri → Yana nuna alamun takardun shaidar da aka yi wa lamba a cikin fayilolin lamba da tsari.
- Haɗin Ayyukan GitHub → Yana sarrafa duba bayanai ta atomatik da kuma duba manufofi a cikin na'urarka pipelines.
- Bayanin Tsaro Dashboard → Yana bin diddigin haɗurra a duk wuraren ajiyar bayanai na GitHub a cikin ƙungiyar ku.
fursunoni:
- Gibin Siffofi → GHAS ba shi da gano malware, AutoFix mai ci gaba, da pipeline security, don haka ɗaukar hoto ya fi ƙanƙanta fiye da kayan aikin tsaro na DevOps gaba ɗaya.
- GitHub-Kawai → Ba ya rufe wuraren ajiya da aka shirya a GitLab, Bitbucket, ko Git da kansa ke sarrafawa.
- Manufofin Iyakance-kamar-Lambar → Idan aka kwatanta da dandamali na musamman, keɓancewa ya fi iyakancewa.
- Dogaro da Matakin Farashi → Yana buƙatar GitHub Enterprise don cikakken aiki.
💲 Farashin:
An ba da lasisin GitHub Advanced Security ga kowane aiki committer kuma yana samuwa ne kawai tare da GitHub Enterprise Cloud ko Server.
10. Masu tsaron sarka
Overview: Sarrafa Yana ɗaukar wata hanya ta daban ta musamman ga tsaron DevOps fiye da sauran kayan aikin da ke cikin wannan jerin. Maimakon duba hotunan kwantena da ke akwai don gano raunin da ke tattare da su, yana samar da kundin hotuna sama da 1,700 mafi ƙanƙanta, waɗanda aka gina daga tushe kowace rana, tare da babu CVEs da aka sani a lokacin bugawa. Ƙungiyoyi suna maye gurbin hotunan tushe na yanzu (Ubuntu, Alpine, Python, Node, da sauransu) da makamancin Chainguard, suna kawar da tarin raunin da ke tattare da su maimakon ci gaba da gyara su.
Kowane hoton Chainguard yana ɗauke da alamar da aka sanya hannu a kai SBOM da kuma shaidar asalin SLSA Level 2, kuma ya zo da SLA na gyaran CVE mai jagoranci a masana'antu na kwanaki 7 don tsananin tsanani da kuma kwanaki 14 ga babba, matsakaici, da ƙasa. Samfurin ɗakunan karatu na Chainguard ɗinsa yana faɗaɗa irin wannan hanyar tsaro-by-default zuwa dogaro da matakin harshe a cikin Python, Java, da JavaScript. Dandalin ba kayan aikin duba na gargajiya bane: samfurin tsaro ne na sarkar samar da kayayyaki wanda ke rage saman harin ta hanyar gini maimakon ganowa. Don mahallin akan build security da kuma sahihancin kayan tarihi da kuma SBOM tsara, waɗannan hanyoyin haɗin yanar gizon sun ƙunshi ra'ayoyi masu alaƙa.
Key Features:
- Kundin hotunan kwantena masu tauri sama da 1,700 da aka sake ginawa kowace rana daga tushe ba tare da sifilin CVEs da aka sani ba
- SLA na gyaran CVE mai jagoranci a masana'antu: kwanaki 7 don tsananin tsanani, kwanaki 14 ga babban, matsakaici, da ƙasa
- Sa hannu SBOMAn haɗa shaidar asalin s da SLSA Mataki na 2 tare da kowane hoto
- Dakunan Karatu na Chainguard suna ba da faci na CVE na baya-bayan nan don dogaro da Python, Java, da JavaScript tare da shawarwarin VEX
- Hotunan Chainguard AI don ayyukan koyon injin tare da tallafin PyTorch, Conda, da NVIDIA GPU
- Tallafin bin ƙa'idodi ga FedRAMP, PCI-DSS, HIPAA, NIS2, CMMC, da DoD Cloud Computing SRG
- CI/CD da kuma haɗa rajista ta hanyar rajistar Chainguard a cgr.dev da standard kayan aikin kwantena
fursunoni:
- Ba kayan aikin dubawa ba ne; baya gano rauni a cikin lambar da kake da ita, abubuwan da suka dogara da ita, IaC, ko pipeline hali
- Yana buƙatar ƙaura daga hotunan tushe na yanzu, wanda zai iya haɗawa da ƙoƙarin saitawa don hadaddun hotuna pipelines
- Farashi na iya zama mai girma ga ƙananan ƙungiyoyi da sikelin ta nau'in hoto da girman ƙungiyar injiniya
- Wasu hotuna da suka ɓace a cikin kundin na iya rikitar da cikakken ƙaura ga ƙungiyoyi masu buƙatu na musamman
Mafi kyau ga: Ƙungiyoyin injiniya waɗanda ke son kawar da koma-baya a cikin raunin kwantena ta hanyar canzawa zuwa hotunan tushe marasa ƙarfi, marasa amfani da CVE maimakon ci gaba da gyara waɗanda ke akwai, musamman a cikin masana'antu masu ƙa'ida waɗanda ke da buƙatun bin ƙa'idodin FedRAMP ko CMMC.
Farashin: Matsayi kyauta don har zuwa hotuna 5 masu farawa. Hotunan samarwa da aka ba da lasisi ta lamba da nau'i (Tushe, Aikace-aikace, AI/ML, FIPS). Laburare da aka ba da lasisi ta hanyar tsarin halittu da ƙididdigar masu haɓakawa. Na musamman enterprise farashin da ake samu.
Abin da za a nema a cikin Kayan Aikin Tsaro na DevOps
Idan aka kwatanta kayan aikin, waɗannan su ne sharuɗɗan da suka fi muhimmanci ga zaɓi mai cikakken bayanicision:
Faɗin ɗaukar hoto na scanning. Babban gibin da aka fi sani tsakanin kayan aikin tsaro na DevOps shine wanda SDLC yadudduka da suka rufe. Kayan aiki da aka mayar da hankali kan kwantena kawai ya rasa lambar da pipeline haɗari. Kayan aiki da aka mayar da hankali kan yanayin gajimare kawai yana rasa raunin aikace-aikace. Fahimtar matakan da kowanne kayan aiki ya rufe kafin kimanta wasu fasaloli yana hana amincewa ta ƙarya game da ɗaukar hoto na ɗan lokaci.
CI/CD haɗa kai da aiwatarwa. Akwai bambanci mai amfani tsakanin kayan aikin tsaro na DevOps wanda ke ba da rahoton abubuwan da aka gano da kuma wanda ke aiwatar da manufofi ta hanyar toshe haɗin gwiwa mara aminci ko gazawa pipeline ginawa. Aiwatar da manufofi kamar yadda aka tsara yana canza tsaro daga shawara zuwa rigakafi. Duba tsaro guardrails domin CI/CD pipelines don mahallin yadda aiwatarwa mai inganci yake.
Ingancin fifiko. Ba za a iya aiwatar da ƙididdige CVE da ba a iya aiki da shi ba. Kayan aikin tsaro na DevOps waɗanda ke tacewa ta hanyar amfani da su, nazarin isa ga isa, maki na EPSS, da kuma yanayin kasuwanci suna taimaka wa ƙungiyoyi su mai da hankali kan ƙaramin kaso na binciken da ke wakiltar haɗari na gaske maimakon fallasa ka'ida.
Ingancin gyarawa. Kayan aikin tsaro na DevOps waɗanda ke gano matsaloli kawai suna canza duk ayyukan gyara zuwa ga masu haɓakawa. Kayan aikin da ke ba da shawarwari kan gyara lafiya, waɗanda suka san mahallin, PRs ta atomatik, ko gyarawa sau ɗaya suna rage matsakaicin lokaci don gyarawa sosai. MTTR a cikin AppSec shine ma'aunin da ke raba kayan aikin da ke inganta yanayin tsaro daga waɗanda ke inganta rahotanni kawai.
Rufe hanyoyin samar da kayayyaki. Kayan aikin tsaro na gargajiya na DevOps suna bincika CVEs da aka sani a cikin fakitin da aka tsara. Hare-haren sarkar samar da kayayyaki suna amfani da fakitin cutarwa da aka buga kafin wani CVE ya wanzu. Kayan aikin da suka haɗa da gano malware na ɗabi'a ko kundin hotuna masu tauri suna magance wannan ajin harin da kayan aikin na'urar daukar hoto kawai ba su da shi gaba ɗaya.
Jimlar kuɗin ɗaukar hoto. Kayan aiki na zamani suna da rahusa a gaba, amma cikakken tsaron DevOps yawanci yana buƙatar biyan kuɗi da yawa. Tsarin da aka haɗa tare da farashi mai faɗi sau da yawa yana tabbatar da mafi araha a sikelin. Kwatanta zaɓuɓɓuka ta amfani da mafi kyawun kayan aikin tsaro na aikace-aikace Bayani don faɗaɗɗen mahallin.
Mafi kyawun Ayyuka na Tsaro na DevOps don 2026
Waɗannan misalan suna nuna wa masu haɓaka hanyoyin amfani da tsaro na DevOps kai tsaye a cikin CI/CD hanyoyin aiki, haɗa DevOps da tsaro ba tare da rage jinkirin isarwa ba.
Yi amfani da Mafi ƙarancin Gata a Jenkins don Tsaron DevOps
A Jenkins pipelines, saita asusun sabis tare da mafi ƙarancin izini da ake buƙata don kowane aiki. Ba wa kowane wakilin gini haƙƙin gudanarwa yana nufin cewa sata takardar shaidar tana ba wa mai hari cikakken bayani pipeline damar shiga. Sanya takamaiman ayyuka ga takamaiman ayyuka yana iyakance radius na fashewa kuma yana ƙarfafa ku CI/CD yanayin tsaro.
Ana bincika sirrin atomatik a cikin Ayyukan GitHub
Tsarin aiki na GitHub Actions na iya gudanar da bincike na sirri akan kowane turawa, tare da toshewa commits dauke da maɓallan API kafin su haɗu. Sakamakon yana bayyana kai tsaye a cikin pull requests don haka masu haɓaka haɓaka suna gyara ɓoyayyun bayanai a cikin mahallin, suna mai da kariyar sirri wani ɓangare na tsarin ci gaba na yau da kullun maimakon wani mataki na bita daban. yadda bayanan da aka fallasa ke fallasa bayanan sirri don ainihin mahallin da ke kan dalilin da yasa gano wuri yake da mahimmanci.
Aiwatar IaC Security a cikin GitLab CI/CD Pipelines
Hadin kai IaC yin bincike a cikin GitLab pipelines yana kama kurakurai kamar ƙungiyoyin tsaro masu izinin aiki ko kwantena suna gudana a cikin yanayin gata kafin a samar da ababen more rayuwa. Taswirar sakamakon zuwa CIS Ma'auni yana tabbatar da cewa an cika buƙatun bin ƙa'idodi tun daga farko, ba a gano su ba yayin binciken. IaC security ayyuka mafi kyau don cikakken jagora.
amfani Guardrails don Ƙarfafawa CI/CD Tsaro
Guardrails aiwatar da manufofi da ke karya gine-gine idan matsalolin haɗari masu girma suka bayyana: mummunan rauni da aka bari a buɗe, hoton kwantena mara sa hannu da ke shiga pipeline, ko kuma an wuce ƙa'idar manufa. Domin guardrails yana gudana ta atomatik, masu haɓakawa suna mai da hankali kan coding yayin da pipelines suna aiwatar da tsaro ta hanyar ƙira. Duba tsaro guardrails domin CI/CD pipelines don tsare-tsaren aiwatarwa.
amfani Guardrails don Ƙarfafawa CI/CD Tsaro a cikin Tsarin Aiki na DevOps
Guardrails aiwatar da manufofi da ke karya gine-gine idan matsalolin haɗari masu girma suka bayyana. Misali, toshe hanyar aiwatarwa idan wani mummunan rauni ya kasance a buɗe ko kuma idan hoton kwantena mara sa hannu ya shiga pipelineBugu da ƙari, saboda guardrails yana gudana ta atomatik, masu haɓakawa suna mai da hankali kan coding yayin da pipelines suna aiwatar da tsaro ta hanyar ƙira.
Haɗa waɗannan ayyukan DevOps da tsaro tare da kayan aikin tsaro na DevOps da suka dace yana taimaka wa ƙungiyoyi su yi jigilar kayayyaki cikin sauri, su kasance masu bin ƙa'idodi, da kuma kiyaye ingantaccen yanayin tsaro ba tare da rage yawan ƙirƙira ba.
Final Zamantakewa
Kayan aikin tsaro na DevOps sun kama daga masu nauyi CI/CD haɗakarwa zuwa cikakkun dandamali na AppSec. Haɗin da ya dace ya dogara da wanne SDLC Ƙungiyoyin ku a halin yanzu suna da gibi a cikin, ƙarfin tsaron ƙungiyar ku, da kuma ko kuna buƙatar dandamali ɗaya mai haɗin kai ko kuma tarin mafi kyawun nau'i.
Ga ƙungiyoyin da ke buƙatar cikakken kariya daga tsaro na DevOps a kowane mataki na zagayowar rayuwar haɓaka software, tare da gyara mai amfani da AI, fifikon babu hayaniya, da kuma babu farashin kowane kujera, Xygeni yana ba da cikakkiyar hanyar a cikin 2026 a matsayin wani ɓangare na dandamalin AppSec mai amfani da AI.
FAQ
Menene kayan aikin tsaro na DevOps?
Kayan aikin tsaro na DevOps dandamali ne da ke haɗa gano rauni, aiwatar da manufofi, da kuma duba bin ƙa'idodi a cikin haɓaka software da isar da shi. pipelineSuna duba lambar, abubuwan da suka dogara da su, kayayyakin more rayuwa, kwantena, da CI/CD pipeline tsari ta atomatik a matsayin wani ɓangare na tsarin aiki na ci gaba, yana taimaka wa ƙungiyoyi su gano da gyara matsalolin tsaro kafin su kai ga samarwa.
Menene bambanci tsakanin kayan aikin tsaro na DevOps da kayan aikin DevSecOps?
Ana amfani da kalmomin a madadin juna a aikace. DevSecOps ya bayyana aikin haɗa tsaro a cikin kowane mataki na zagayowar rayuwar DevOps maimakon ɗaukar shi a matsayin wani mataki daban. Kayan aikin tsaro na DevOps da kayan aikin DevSecOps duka suna nufin dandamali waɗanda ke ba da damar wannan haɗin gwiwa, tare da binciken tsaro yana gudana ta atomatik a cikin CI/CD pipelines, pull requests, da kuma yanayin ci gaba.
Wadanne kayan aikin tsaro na DevOps sun fi yawa SDLC yadudduka?
Xygeni ya ƙunshi mafi faɗi kewayon a cikin dandamali ɗaya: SAST, SCA, DAST, IaC bincika, gano sirri, CI/CD tsaro, kariyar malware, duba kwantena, build security, gano anomaly, da kuma ASPM, ba tare da buƙatar biyan kuɗi daban-daban ko haɗa kayan aiki ba. Yawancin sauran kayan aikin tsaro na DevOps a cikin wannan jerin sun ƙware a cikin matakai ɗaya ko biyu.
Ta yaya kayan aikin tsaro na DevOps ke haɗawa da CI/CD pipelines?
Yawancin kayan aikin tsaro na DevOps suna ba da haɗin kai na asali ko saitunan YAML don GitHub Actions, GitLab CI, Jenkins, da makamantansu waɗanda ke haifar da binciken tsaro ta atomatik akan kowane pull request ko kuma taron turawa. Kayan aiki mafi inganci sun wuce bayar da rahoto don aiwatar da manufofi, toshe haɗin gwiwa ko gazawar ginin lokacin da aka gano muhimman matsalolin tsaro.
Menene rawar da AI ke takawa a cikin kayan aikin tsaro na DevOps na zamani?
Ana amfani da AI a cikin kayan aikin tsaro na DevOps galibi a fannoni uku: daidaiton gano abubuwa (rage alamun ƙarya ta hanyar fahimtar lambar mahallin), gyara (samar da shawarwari masu aminci, waɗanda suka san mahallin kamar yadda aka sarrafa ta atomatik. pull requests), da kuma fifiko (raba sakamakon ta hanyar amfani da ainihin tasirin kasuwanci maimakon sakamakon CVSS mara inganci). Dandamali kamar Xygeni sun haɗa dukkan ukun ta hanyar DevAI don jagorar matakin masu haɓakawa da CoreAI don bayanan sirri na jagoranci na tsaro.
