Kev ceev tsis muaj kev ruaj ntseg ua rau muaj kev pheej hmoo tiag tiag. Cov pab pawg tsim kho xa ntau qhov kev tso tawm ib hnub hla cov huab cua nyuaj xav tau DevOps cov cuab yeej kev ruaj ntseg uas koom ua ke rau txhua theem ntawm pipeline tsis siv neeg, tsis yog ua qhov chaw kuaj xyuas thaum kawg. Phau ntawv qhia no npog 10 lub cuab yeej ruaj ntseg DevOps zoo tshaj plaws rau xyoo 2026, piv rau txhua yam uas tiv thaiv tiag tiag, qhov twg nws qhov kev pab them nqi xaus, thiab yuav ua li cas xaiv qhov kev sib xyaw ua ke zoo rau koj pab neeg pawg, qhov loj me, thiab kev ua raws li cov cai.
10 Cov Cuab Yeej Kev Ruaj Ntseg DevOps Zoo Tshaj Plaws rau xyoo 2026
Rooj Sib Piv: Cov Cuab Yeej Kev Ruaj Ntseg DevOps
| Tool | Kev Pabcuam | Kev Kho Mob AI | CI/CD kev koom ua ke | Qhov zoo tshaj plaws |
|---|---|---|---|---|
| Xygeni | SAST, SCA, DAST, IaC, Cov Lus Zais Cia, CI/CD, ASPM, Malware, Cov Thawv | Yog, AI AutoFix nrog Kev Pheej Hmoo Kho Dua | Neeg ib txwm nrog guardrails | Cov pab pawg xav tau DevSecOps puv ntoob hauv ib lub platform xwb |
| Jit | SAST, SCA, Cov lus zais los ntawm kev sib koom ua ke | Tsis yog | GitHub, GitLab, Jenkins | Cov pab pawg pib lawv txoj kev taug kev DevSecOps nrog kev saws txais yuav modular |
| Cycode | SCM, pipelines, SCA, thawv, huab | Tsis yog | Kev them nqi ntawm cov khoom siv hauv zos | Enterprise cov teams xav tau kev sib txuas lus tas mus li pipeline thiab SCM pom kev |
| Apiiro | ASPM, SAST, SCA, IaC, huab sawv cev | Tsis yog | GitHub, GitLab, Bitbucket | Cov pab pawg muab qhov tseem ceeb rau kev pheej hmoo ntawm cov xwm txheej thiab ASPM kev tswjhwm |
| aikido | SAST, SCA, IaC, thawv, huab posterior | Kho ib feem ntawm nws tus kheej | IDE plugins thiab CI/CD rooj vag | Cov pab pawg tsim tawm xav tau kev pab cuam AppSec dav dav sai |
| Thauj tog rau nkoj | Cov duab thawv, SBOM, kev siv txoj cai | Tsis yog | Jenkins, GitLab, GitHub Cov Haujlwm | Cov pab pawg neeg ruaj ntseg cov ntawv thov containerized nrog kev ua raws li txoj cai |
| Snyk | SCA, SAST, IaC, thawv | Ib nrab, kho PRs | IDE, Git, CI/CD | Cov neeg tsim khoom twb nyob hauv Snyk ecosystem lawm |
| Visa | Huab cua sawv, thawv, IaC, tus kheej | Tsis yog | API-based integration | Enterprise cov pab pawg kev ruaj ntseg huab uas tswj hwm ntau qhov chaw huab |
| GitHub Kev Ruaj Ntseg Siab | SAST, CodeQL, kev tshuaj xyuas kev vam khom, cov lus zais | Tsis yog | GitHub Actions native | Cov pab pawg neeg GitHub-native xav tau kev ruaj ntseg uas tsis muaj cov cuab yeej ntxiv |
| Cov khoom siv tiv thaiv saw hlau | Cov duab ntawm cov thawv uas tau ua kom khov kho, qhov chaw uas cov khoom xa tuaj | Tsis yog | Kev Sau Npe thiab CI/CD kev koom ua ke | Cov pab pawg hloov cov duab hauv paus uas tsis muaj zog nrog cov kev xaiv xoom-CVE |
1. Xygeni
Txheej txheem cej luam: Xygeni yog ib lub platform kev ruaj ntseg DevOps uas koom ua ke, AI-powered uas npog txhua txheej ntawm lub neej kev tsim kho software hauv ib qho kev ua haujlwm. Qhov twg feem ntau DevOps cov cuab yeej kev ruaj ntseg tshwj xeeb hauv ib lossis ob txheej, Xygeni sib xyaw ua ke SAST, SCA, DAST, IaC scanning, nrhiav cov lus zais, CI/CD kev ruaj ntseg, kev tiv thaiv malware, kev tshuaj xyuas thawv, thiab ASPM tsis tas yuav tsum tau cov pab pawg kom khaws cov cuab yeej sib cais lossis sib piv cov kev tshawb pom thoob plaws qhov tsis sib txuas dashboards.
Nws ASPM txheej txheem nrhiav thiab teev cov khoom siv software, sib piv cov kev tshawb pom los ntawm txhua lub scanner, thiab siv lub funnel priority los qhia txog cov kev pheej hmoo tseem ceeb uas xav tau kev saib xyuas, txo qhov ntim ceeb toom txog li 90 feem pua. Agentic AI los ntawm DevAI muab kev tshawb pom qhov tsis muaj zog tas mus li hauv IDE thaum cov neeg tsim khoom sau code, thaum CoreAI txhais cov lus qhia kev ruaj ntseg rau hauv kev cuam tshuam kev lag luam rau cov thawj coj kev ruaj ntseg. Rau cov ntsiab lus ntawm Cov kev coj ua zoo tshaj plaws DevSecOps thiab cov cov cuab yeej DevSecOps zoo tshaj plaws, cov kev sib txuas ntawd muab cov ntsiab lus dav dua.
Ntsiab Nta:
- Kev them tag nrho ntawm pawg: SAST, SCA, DAST, IaC scanning, nrhiav cov lus zais, CI/CD kev ruaj ntseg, kev tiv thaiv malware, kev tshuaj xyuas thawv, build security, thiab kev kuaj pom qhov tsis zoo hauv ib lub platform
- ASPM nrog kev tshawb pom cov cuab tam tsis siv neeg, kev sib raug zoo ntawm kev pheej hmoo thoob plaws txhua lub tshuab ntsuas, thiab kev txiav txim siab ua ntej los ntawm kev siv tsis raug, kev ncav cuag tau, cov ntsiab lus lag luam, thiab kev raug internet
- Kev Kho Mob AI AutoFix nrog Kev Tshuaj Xyuas Kev Pheej Hmoo ntawm Kev Kho Mob tsim cov kev kho code uas muaj kev nyab xeeb, paub txog cov ntsiab lus uas tau lees paub rau qhov cuam tshuam hloov pauv ua ntej daim ntawv thov
- Tus neeg sawv cev AI los ntawm DevAI rau kev tshuaj xyuas IDE-level tiag tiag thiab cov lus qhia kho, thiab CoreAI rau kev tshaj tawm txog kev pheej hmoo thiab kev tswj hwm ntawm cov thawj coj
- CI/CD kev ruaj ntseg guardrails kev siv txoj cai tswjfwm raws li Txoj Cai thoob plaws GitHub Actions, GitLab CI, Jenkins, Bitbucket Pipelines, thiab Azure DevOps
- Kev tshawb pom malware tiag tiag thoob plaws cov ntawv sau npe qhib, thaiv cov kev hem thawj ntawm cov khoom xa tuaj zero-day ua ntej lawv nkag mus rau hauv SDLC
- Kev tshawb pom cov lus zais thoob plaws keeb kwm Git, pipelines, thawv, thiab chaw cia khoom nrog Git hook kev koom ua ke kom nres commits
- IaC security kev tshuaj xyuas Terraform, Kubernetes, Helm, Ansible, thiab CloudFormation
- Kev ua raws li NIST 800-53, ISO 27001, CIS Cov Qauv Ntsuas, SOC 2, OWASP, thiab OpenSSF
- Cov chaw khaws ntaub ntawv thiab cov neeg pab txhawb tsis muaj kev txwv tsis pub muaj tus nqi rau ib lub rooj zaum
Qhov zoo tshaj plaws rau: Cov pab pawg Engineering, DevSecOps, thiab kev ruaj ntseg uas xav tau ib lub platform uas siv AI los npog txhua txheej ntawm SDLC tsis tas yuav tswj hwm cov cuab yeej ruaj ntseg DevOps uas sib cais.
Nqi: Pib ntawm $33/hli rau tag nrho cov platform uas muaj txhua yam hauv ib qho. suav nrog SAST, SCA, DAST, CI/CD Kev Ruaj Ntseg, Kev Tshawb Pom Cov Lus Zais Cia, IaC Security, thiab Kev Tshawb Xyuas Thawv. Cov chaw khaws ntaub ntawv thiab cov neeg pab txhawb nqa tsis muaj kev txwv tsis pub muaj tus nqi rau ib lub rooj zaum.
2. Jit
Txheej txheem cej luam: Jit tso nws tus kheej ua lub platform kev ruaj ntseg-raws li-code uas muab DevOps kev ruaj ntseg ncaj qha rau hauv cov txheej txheem ua haujlwm ntawm cov neeg tsim khoom yam tsis ua tus neeg saib xyuas lub rooj vag hauv nruab nrab. Nws tso cai rau cov pab pawg txhais cov cai kev ruaj ntseg ua cov lej hauv lawv cov chaw khaws khoom thiab siv lawv yam tsis tas siv neeg. CI/CD pipelines thiab pull requestsNws cov qauv modular cia cov pab pawg pib nrog kev kuaj xyuas yooj yim rau cov lus zais, kev vam khom, thiab kev teeb tsa tsis raug, tom qab ntawd nthuav dav kev pabcuam thaum lawv txoj kev ruaj ntseg loj hlob tuaj.
Lub zog ntawm Jit yog nws qhov kev sib txhuam tsawg rau cov pab pawg pib lawv txoj kev taug kev DevSecOps. Nws qhov kev txwv yog tias nws vam khom kev sib koom ua ke nrog cov scanners sab nraud kom ua tiav kev them nqi, uas txhais tau tias qhov dav thiab tob ntawm kev tiv thaiv nyob ntawm seb cov kev sib koom ua ke ntawd tau teeb tsa thiab tswj hwm zoo npaum li cas. Rau cov pab pawg uas xav tau kev luam theej duab ua tiav es tsis yog txheej txheem orchestration, tus qauv kev them nqi patchwork tuaj yeem tsim qhov sib txawv. Rau cov ntsiab lus ntawm Cov hauv paus ntawm DevSecOps, qhov txuas ntawd npog txoj hauv kev hloov-sab laug uas Jit tau tsim los txhawb nqa.
Ntsiab Nta:
- Kev siv txoj cai raws li Txoj Cai txhais thiab siv cov cai kev ruaj ntseg ncaj qha rau hauv cov chaw khaws cia rau kev siv PR tsis siv neeg
- CI/CD kev koom ua ke nrog GitHub Actions, GitLab CI, Bitbucket, thiab Jenkins
- Kev tshuaj xyuas qhov tsis pub lwm tus paub thiab qhov tsis muaj zog rau cov ntaub ntawv pov thawj uas raug tshaj tawm, cov kev vam khom qub dhau los, thiab CVEs paub
- Kev teeb tsa modular tso cai rau cov pab pawg pib nrog cov kev kuaj xyuas tseem ceeb thiab nthuav dav kev pabcuam maj mam
- Kev siv yooj yim nrog cov nqi siv tsawg rau cov pab pawg pib lawv qhov kev pab cuam kev ruaj ntseg DevOps
cons:
- Kev them nqi nyob ntawm kev koom ua ke ntawm cov neeg thib peb, uas tuaj yeem tsis sib xws yog tsis muaj kev teeb tsa thiab kev saib xyuas zoo
- Tsis muaj kev tshuaj xyuas tob txog qhov siv tsis tau lossis ncav cuag tau; tsom mus rau qhov muaj kev pheej hmoo es tsis yog qhov cuam tshuam tiag tiag.
- Kev kho kom zoo uas twb muaj lawm tsawg dua nrog cov lus qhia kho ncaj qha lossis kev tsim PR tsis siv neeg dua li cov platform tshwj xeeb
- Tsis yog ib lub koom haum ASPM platform; cov kev tshawb pom tsis sib txuas ntawm cov txheej txheem scanning rau hauv ib qho kev pom kev pheej hmoo
Qhov zoo tshaj plaws rau: Cov pab pawg tsim kho pib lawv txoj kev taug kev DevSecOps uas xav kom muaj kev ruaj ntseg-raws li code hauv lawv CI/CD pipelines nrog tsawg kawg nkaus thawj zaug overhead.
Nqi: Muaj qib pub dawb rau kev luam theej yooj yim. Cov phiaj xwm them nqi sib txawv nyob ntawm kev sib koom ua ke thiab kev siv. Cov ntsiab lus nqi muab rau thaum thov.
3. Cycode
Txheej txheem cej luam: Cycode yog ib qho application security posture management lub platform tsom mus rau kev tiv thaiv cov khoom siv software txij thaum pib mus txog thaum kawg. Nws saib xyuas cov txheej txheem tswj cov lej qhov chaw, CI/CD pipelines, cov ntaub ntawv sau npe khoom cuav, thiab kev xa tawm huab kom cov pab pawg pom kev qhov twg muaj kev pheej hmoo pib thiab lawv kis mus li cas los ntawm pipelineNws txoj kev ruaj ntseg ntawm cov khoom xa tuaj suav nrog pipeline kev teeb tsa tsis raug, kev nkag mus rau qhov tseem ceeb, thiab SCA nrog rau kev luam theej code ib txwm muaj.
Cycode muab zog enterprise-qib kev pab them nqi tab sis xav tau ntau qhov kev teeb tsa thiab kev teeb tsa dua li cov cuab yeej kev ruaj ntseg DevOps uas tus tsim tawm-ua ntej. Cov pab pawg me dua lossis cov neeg tsis muaj cov neeg ua haujlwm kev ruaj ntseg mob siab rau yuav pom tias lub platform qhov dav dua li tus nqi ua haujlwm. Nws cov qauv kev tso cai modular kuj tseem tuaj yeem ntxiv tus nqi thaum kev pab them nqi nthuav dav. Rau cov ntsiab lus ntawm CI/CD pipeline security, qhov txuas ntawd npog cov ntsiab lus tseem ceeb.
Ntsiab Nta:
- Tag nrho cov pipeline kev saib xyuas kev them nqi SCMs, CI/CD pipelines, cov ntaub ntawv sau npe khoom cuav, thiab cov chaw ib puag ncig huab
- Kev nrhiav pom cov lus zais thiab cov yuam sij nkag mus rau hauv qhov chaw uas pom cov ntaub ntawv pov thawj uas raug tshaj tawm hauv cov lej, cov cav, thiab cov ntaub ntawv teeb tsa
- SCA thiab kev tshuaj xyuas thawv nrog CVE kev taug qab, cov ntaub ntawv siv tsis raug, thiab kev txiav txim siab ua ntej
- Txoj Cai-raws li-Code rau kev hloov kho tau SCM thiab pipeline security kev ua raws li txoj cai
- Kev ua raws li NIST, SOC 2, thiab ISO 27001 standards
cons:
- Kev teeb tsa thiab kev saib xyuas nyuaj uas xav tau cov neeg ua haujlwm ruaj ntseg tshwj xeeb hauv feem ntau enterprise kev xa khoom
- Kev tso cai modular txhais tau tias cov peev xwm ntxiv yuav xav tau cov nqi tso cai ntxiv
- Kev kawm tob rau cov pab pawg uas tsis muaj kev paub dhau los nrog cov platform kev ruaj ntseg ntawm cov khoom xa tuaj
- Kev cai enterprise kev teem nqi uas tsis muaj kev xaiv rau pej xeem tus kheej
Qhov zoo tshaj plaws rau: Enterprise cov pab pawg uas xav tau kev pom tseeb ntawm cov khoom siv software txij thaum pib mus txog thaum kawg los ntawm cov chaw khaws cov lej mus txog rau thaum xa mus rau huab, nrog rau cov peev txheej kev ruaj ntseg tshwj xeeb los ua haujlwm thiab tswj hwm lub platform.
Nqi: Kev cai enterprise tus qauv nqi raws li kev sib koom ua ke, suav cov chaw cia khoom, thiab cov yam ntxwv qhib.
4. Apiiro
Txheej txheem cej luam: Apiiro yog qhov zoo tshaj plaws paub rau nws Application Security Posture Management muaj peev xwm thiab qhov tob ntawm nws qhov kev tshuaj xyuas kev pheej hmoo ntawm cov ntsiab lus. Nws muab kev pom kev pheej hmoo sib koom ua ke thoob plaws cov lej, cov khoom siv, thiab cov huab ib puag ncig, txuas cov kev tshawb pom qhov tsis muaj zog rau lawv cov ntsiab lus ua lag luam thiab qhia txog kev pheej hmoo cuam tshuam li cas rau lwm yam khoom. Nws txoj hauv kev hais txog kev nkag siab txog qhov tawg tag nrho ntawm qhov kev tshawb pom es tsis yog tsuas yog cim nws qhov muaj nyob.
Apiiro qhov tob ntawm cov ntsiab lus yog nws qhov sib txawv tseem ceeb ntawm DevOps kev ruaj ntseg cov cuab yeej, tab sis nws enterprise-qib tsim ua rau nws nyuaj rau kev ua haujlwm dua li lwm txoj hauv kev yooj yim dua. Cov pab pawg uas tsis muaj cov peev txheej AppSec tshwj xeeb yuav pom tias cov yam ntxwv kev teeb tsa thiab kev tswj hwm nyuaj dua li lawv qib kev loj hlob xav tau. Rau cov pab pawg soj ntsuam ASPM cov platforms tshwj xeeb, lub sab saum toj ASPM kev piav qhia txog cov cuab yeej muab cov ntsiab lus sib piv uas muaj txiaj ntsig zoo.
Ntsiab Nta:
- Kev pom kev pheej hmoo sib koom ua ke los ntawm cov ntaub ntawv los ntawm SAST, SCA, IaC, thiab kev luam theej huab rau hauv ib qho kev pheej hmoo dashboard
- Kev txiav txim siab ua ntej raws li qhov xwm txheej txheeb xyuas qhov tsis muaj zog uas muaj qhov cuam tshuam tiag tiag siab tshaj plaws rau cov ntawv thov tshwj xeeb
- Kev siv txoj cai raws li Txoj Cai thoob plaws cov chaw khaws ntaub ntawv thiab CI/CD pipelines
- Kev koom ua ke ntawm cov txheej txheem ua haujlwm ntawm tus tsim tawm nrog GitHub, GitLab, Bitbucket, thiab lwm yam CI/CD Platforms
- Kev ua raws li txoj cai thiab kev tswj hwm raws li NIST, ISO 27001, thiab SOC 2 cov qauv
cons:
- Enterprisecov yam ntxwv uas tsom mus rau tej zaum yuav tshaj qhov xav tau ntawm cov pab pawg me lossis cov pab pawg theem pib
- Tus nqi yog kev cai thiab tsis tau teev rau pej xeem, yuav tsum tau muaj kev koom tes ntawm kev muag khoom los soj ntsuam
- Kev teeb tsa rau kev siv ntau qhov chaw nyuaj thiab ntau qhov chaw xav tau kev txawj ntse tshwj xeeb
- Tsis muaj AI AutoFix lossis kev kho tsis siv neeg uas tau tsim rau hauv lub platform
Qhov zoo tshaj plaws rau: Enterprise cov pab pawg kev ruaj ntseg uas muab qhov tseem ceeb rau kev nkag siab tob txog kev pheej hmoo thiab ASPM kev tswj hwm thoob plaws cov software portfolios nyuaj, ntau qhov chaw ib puag ncig.
Nqi: Kev cai enterprise tus nqi raws li kev koom ua ke, cov neeg siv, thiab thaj chaw them.
5. Aikido Ib
Txheej txheem cej luam: Aikido Kev Ruaj Ntseg yog lub platform kev ruaj ntseg DevOps uas tsom mus rau cov neeg tsim khoom sib txuas ua ke SAST, SCA, IaC kev luam theej duab, kev ruaj ntseg ntawm lub thawv, thiab kev tswj hwm huab cua hauv ib qho interface. Nws tus qauv tsim hais txog kev ceev ntawm kev saws txais thiab kev sib txhuam tsawg, tso cai rau cov pab pawg txuas GitHub lossis GitLab repositories thiab pib luam theej duab hauv ob peb feeb. Nws txoj hauv kev txo suab nrov tsuas yog qhia txog cov kev pheej hmoo tseem ceeb tshaj plaws hauv pull requests, ua kom tus tsim tawm tsom mus rau yam tseem ceeb.
Aikido npog ntau yam DevOps kev ruaj ntseg pawg rau nws tus nqi, ua rau nws siv tau rau cov pab pawg me. Nws qhov kev txiav txim siab tseem ceeb yog nyob ntawm qhov hnyav tsis muaj qhov tob dua ntawm kev siv tsis raug lossis kev ncav cuag tau uas cov platform laus dua muab, thiab nws txoj cai hloov kho yog txwv piv rau enterprise-qib DevOps cov cuab yeej kev ruaj ntseg. Rau cov ntsiab lus ntawm cov txheej txheem sim kev ruaj ntseg ntawm daim ntawv thov, qhov txuas ntawd npog thaj av dav dua.
Ntsiab Nta:
- Kev luam theej ntau qhov chaw uas suav nrog cov lej thov, kev vam khom qhib qhov chaw, IaC cov qauv, thiab cov thawv
- Teeb tsa sai txuas GitHub lossis GitLab repositories rau kev luam theej duab hauv ob peb feeb xwb
- Kev txo suab nrov qhia txog cov teeb meem tseem ceeb thiab lim cov kev tshawb pom uas tsis cuam tshuam ntau
- Cov lus ceeb toom uas yooj yim rau cov neeg tsim khoom siv cov txiaj ntsig los ua ke pull requests rau kev kho sai dua
- Kev tswj hwm huab cua txheeb xyuas qhov teeb tsa tsis raug hauv AWS, GCP, thiab Azure ib puag ncig
cons:
- Kev txiav txim siab ua ntej raws li cov qhab nia hnyav yam tsis muaj kev siv tsis raug lossis kev ncav cuag tau
- Kev hloov kho Txoj Cai raws li Txoj Cai tsawg dua piv rau enterprise Cov cuab yeej ruaj ntseg DevOps
- Qhov tob ntawm kev nthuav dav tej zaum yuav tsis txaus rau cov loj, nyuaj enterprise Cov chaw DevOps
- Tsawg dua kev koom ua ke nrog enterprise kev ruaj ntseg thiab SIEM platforms
Qhov zoo tshaj plaws rau: Cov pab pawg tsim kho me mus rau nruab nrab xav tau kev pabcuam kev ruaj ntseg DevOps dav dav hauv lub platform uas tus neeg tsim khoom siv tau yam tsis tas yuav muaj cov peev txheej ua haujlwm kev ruaj ntseg tshwj xeeb.
Nqi: Pib li ntawm $300/hli rau 10 tus neeg siv. Tus nqi rau ib tus neeg siv yuav nce raws li qhov loj ntawm pab neeg. Kev cai enterprise cov phiaj xwm muaj.
6. Chaw Nres Nkoj
Txheej txheem cej luam: Thauj tog rau nkoj tsom mus rau kev ruaj ntseg ntawm cov duab thawv thiab SBOM tsim rau DevOps ib puag ncig. Nws txheeb xyuas qhov tsis muaj zog, kev teeb tsa tsis raug, thiab kev pheej hmoo ntawm daim ntawv tso cai hauv cov duab thawv ua ntej lawv mus txog qhov tsim tawm, siv cov cai tswjfwm raws li cov lej, thiab koom ua ke rau hauv CI/CD pipelines ua kom lub thawv ruaj ntseg a standard ib feem ntawm kev tsim cov txheej txheem ua haujlwm. Nws SBOM Kev txhawb nqa rau SPDX thiab CycloneDX hom ntawv ua rau nws yog qhov kev xaiv zoo rau cov pab pawg uas muaj kev cai ua raws li qhov yuav tsum tau ua nyob ib puag ncig software pob tshab.
Anchore lub hom phiaj yog lub thawv-centric los ntawm kev tsim. Nws tsis muab SAST, kev tshawb nrhiav zais cia, lossis CI/CD pipeline kev ruaj ntseg tus cwj pwm ntawm qhov tob uas cov cuab yeej ruaj ntseg DevOps puv ntoob muab. Cov pab pawg nrog cov haujlwm ntim uas xav tau kev ua raws li txoj cai thiab SBOM tiam neeg yuav pom tias nws yog ib qho kev daws teeb meem uas muaj peev xwm, txawm hais tias nws feem ntau xav tau cov cuab yeej sib pab rau kev ruaj ntseg DevOps tag nrho. Rau cov ntsiab lus cuam tshuam txog IaC security thiab kev ruaj ntseg ntawm lub thawv, cov kev sib txuas ntawd npog cov cheeb tsam cuam tshuam.
Ntsiab Nta:
- Kev luam theej duab thawv rau qhov tsis muaj zog, cov pob khoom qub dhau lawm, thiab kev teeb tsa tsis ruaj ntseg
- SBOM Tsim cov qauv SPDX thiab CycloneDX rau kev pom kev thiab kev ua raws li txoj cai ntawm cov khoom xa tuaj
- Kev siv txoj cai raws li Txoj Cai nrog cov cai tshwj xeeb uas tuaj yeem thaiv cov kev tsim lossis kev xa tawm
- CI/CD kev koom ua ke nrog GitHub Actions, GitLab CI, thiab Jenkins
- Kev tshaj tawm txog kev ua raws li txoj cai tau teeb tsa rau NIST, CIS Cov Qauv Ntsuas, thiab SOC 2
cons:
- Lub thawv-centric scope nrog kev pab them tsawg rau cov code daim ntawv thov, cov lus zais, lossis pipeline tus cwj pwm
- Kev sau ntawv thiab kev tswj hwm cov cai tswjfwm kev cai xav tau kev txawj ntse txog kev ruaj ntseg thiab kev siv zog tas mus li
- Tsis muaj kev kho kom rov zoo li qub; tsom mus rau kev nrhiav thiab kev siv zog dua li kev kho kom rov zoo
- Yuav tsum muaj cov cuab yeej ruaj ntseg DevOps ntxiv rau kom ua tiav SDLC kev pab them nqi
Qhov zoo tshaj plaws rau: Cov pab pawg tsim cov ntawv thov uas muaj thawv uas xav tau txoj cai raws li txoj cai SBOM kev tsim khoom thiab kev tswj hwm kev ruaj ntseg ntawm lub thawv ua ib feem ntawm lawv cov DevOps pipeline.
Nqi: Tsab qhib qhov chaw (Anchore Engine) muaj pub dawb. Kev lag luam enterprise platform nrog kev tswj hwm txoj cai siab heev, kev tshaj tawm, thiab kev txhawb nqa muaj los ntawm kev tsim nqi raws li tus kheej.
7. Snyk
Txheej txheem cej luam: Snyk yog ib qho ntawm cov cuab yeej kev ruaj ntseg DevOps uas tau txais kev pom zoo dav tshaj plaws, lees paub rau nws txoj hauv kev tsim tawm ua ntej thiab kev sib koom ua ke ntawm ecosystem muaj zog. Nws npog kev luam theej qhov chaw qhib, kev ruaj ntseg thawv, IaC kev luam theej duab, thiab yooj yim SAST, kev koom ua ke rau hauv IDEs, Git workflows, thiab CI/CD pipelines kom pom cov kev tshawb pom kev ruaj ntseg uas cov neeg tsim khoom twb ua haujlwm lawm. Nws qhov kev kho tsis siv neeg pull requests txo qhov kev sib txhuam ntawm kev nrhiav thiab kho qhov tsis muaj zog ntawm kev vam khom.
Snyk tus qauv nqi modular txhais tau tias tag nrho DevOps kev ruaj ntseg kev them nqi yuav tsum tau yuav cov phiaj xwm sib cais rau txhua pawg scanning, uas ua rau tus nqi nce ntxiv thaum kev them nqi nthuav dav. Nws qhov kev siv tsis tau thiab kev ncav cuag tau txwv ntau dua li kev sib koom ua ke. ASPM platforms, thiab CI/CD pipeline kev ruaj ntseg ntawm tus cwj pwm tsis yog nyob sab nraud ntawm nws qhov kev ua. Rau cov ntsiab lus ntawm Snyk's SCA kev muaj peev xwm sib piv, qhov txuas ntawd muab cov lus piav qhia ntxaws ntxaws.
Ntsiab Nta:
- SCA nrhiav pom CVEs hauv qhov chaw qhib uas muaj kev vam khom nrog cov lus qhia txog kev hloov kho tshiab thiab kev kho PRs tsis siv neeg
- Thawv thiab IaC luam theej duab xyuas Docker cov duab thiab Terraform cov qauv rau kev teeb tsa tsis raug
- IDE thiab SCM Kev koom ua ke nrog VS Code, IntelliJ, GitHub, GitLab, thiab Bitbucket
- Cov lus qhia kho kom zoo rau cov neeg tsim khoom thiab pull requests rau kev kho qhov kev vam khom
- Kev sib phim ua raws li ISO 27001 thiab SOC 2
cons:
- Txhua lub module (SAST, SCA, IaC, Thawv) them nqi sib cais, nce tus nqi nrog rau qhov dav ntawm kev them nqi
- Kev siv tsis tau zoo thiab kev ncav cuag tau tsawg rau qhov kev txiav txim siab qhov tsis muaj zog kom raug
- Tsis yog CI/CD pipeline kev ruaj ntseg tus cwj pwm lossis kev tshawb pom qhov tsis zoo ntawm cov khoom xa tuaj
- Qee cov yam ntxwv kev tswj hwm siab heev raug kaw rau cov qib siab dua enterprise kev pab them nqi
Qhov zoo tshaj plaws rau: Cov pab pawg tsim kho uas twb nyob hauv Snyk ecosystem uas xav nthuav dav lawm open source security kev pab them nqi thoob plaws cov lej, cov thawv, thiab IaC nyob rau hauv ib qho kev ua haujlwm ntawm tus tsim tawm uas paub zoo.
Nqi: Qib pub dawb nrog kev luam theej tsawg. Cov phiaj xwm them nqi them rau ib tus neeg tsim khoom thiab ib module. Cov nqi nce raws li qhov dav ntawm kev pabcuam thiab qhov loj ntawm pab pawg. Enterprise cov phiaj xwm xav tau cov lus hais tshwj xeeb.
8. Tus Kws Txawj Ntse
Txheej txheem cej luam: GitHub Kev Ruaj Ntseg Qib Siab (GHAS) kev sib koom ua ke DevOps kev ruaj ntseg scanning ncaj qha rau hauv GitHub platform, muab CodeQL-based SAST, kev tshuaj xyuas kev vam khom ntawm Dependabot, thiab kev tshawb pom zais cia ua cov yam ntxwv ntawm GitHub workflow. Rau cov pab pawg tag nrho standardRaws li GitHub, nws ntxiv kev ruaj ntseg yam tsis tas yuav tsum tau cov neeg tsim khoom tawm ntawm lawv qhov chaw ua haujlwm tseem ceeb. Nws txoj kev koom ua ke nrog GitHub Actions ua rau kev kuaj xyuas kev ruaj ntseg yog ib feem ntawm txhua qhov pull request thiab CI/CD khiav.
GHAS yog GitHub-tshwj xeeb thiab tsis nthuav dav mus rau GitLab, Bitbucket, lossis lwm lub platform. Nws tsis suav nrog IaC kev luam theej duab, kev ruaj ntseg ntawm lub thawv, DAST, lossis kev tshawb nrhiav malware ntawm cov khoom siv. Rau cov pab pawg uas xav tau kev pab them nqi ntau dua li qhov GitHub platform muab, nws xav tau cov cuab yeej ruaj ntseg DevOps ntxiv. Rau cov ntsiab lus ntawm kev tshuaj xyuas kev ruaj ntseg tsis siv neeg hauv CI/CD, qhov txuas ntawd npog cov qauv kev koom ua ke.
Ntsiab Nta:
- CodeQL SAST ua qhov kev tshuaj xyuas cov lej semantic tob tob kom nrhiav tau cov qauv tsis muaj zog nyuaj
- Dependabot nrhiav pom cov pob khoom qub lossis tsis muaj zog nrog kev hloov kho tshiab tsis siv neeg pull requests
- Kev tshuaj xyuas zais cia txheeb xyuas cov ntaub ntawv pov thawj uas raug tshaj tawm thoob plaws cov chaw khaws cia ua ntej cov lej sib koom ua ke
- GitHub Actions kev koom ua ke rau kev kuaj xyuas kev ruaj ntseg tsis siv neeg ntawm txhua qhov pull request thiab laub
- Kev ruaj ntseg hauv nruab nrab dashboardkev sib sau ua ke cov kev tshawb pom thoob plaws cov chaw khaws ntaub ntawv rau kev taug qab kev ua raws cai
cons:
- GitHub-tshwj xeeb platform uas tsis muaj kev txhawb nqa rau GitLab, Bitbucket, lossis Azure DevOps repositories
- Tsis yog IaC kev luam theej duab, kev ruaj ntseg ntawm lub thawv, DAST, lossis kev tshawb pom malware ntawm cov khoom xa tuaj
- Enterprise cov yam ntxwv thiab kev tswj hwm siab heev xav tau GitHub theem siab dua Enterprise kev pab them nqi
- Tsis muaj kev tsim kho tsis siv neeg dhau ntawm Dependabot qhov kev hloov kho PRs
Qhov zoo tshaj plaws rau: Cov pab pawg tag nrho standardrau ntawm GitHub uas xav tau kev tshuaj xyuas kev ruaj ntseg DevOps uas tsis muaj kev sib txhuam thiab sib xyaw ua ke rau hauv lawv cov txheej txheem ua haujlwm uas twb muaj lawm yam tsis tas ntxiv cov cuab yeej sab nraud.
Nqi: Muaj ntawv tso cai rau ib tus neeg uas siv tau committer nyob rau hauv GitHub EnterpriseTus nqi ntsuas raws li qhov loj ntawm pab neeg thiab kev siv.
9. GitHub Kev Ruaj Ntseg Siab Tshaj Plaws
Txheej txheem cej luam:
GitHub Kev Ruaj Ntseg Qib Siab (GHAS) kev sib txuas cov kev tshuaj xyuas kev ruaj ntseg ncaj qha rau hauv GitHub repositories. Nws muab SAST nrog CodeQL, kev tshuaj xyuas kev vam khom ntawm Dependabot, thiab kev tshawb pom zais cia. Tsis tas li ntawd, nws koom ua ke nrog GitHub Actions, ua rau kev kuaj xyuas kev ruaj ntseg yog ib feem ntawm cov txheej txheem ua haujlwm ntawm tus tsim tawm.
GHAS txhim kho kev ruaj ntseg hauv GitHub lub ecosystem. Txawm li cas los xij, nws khi rau GitHub repositories thiab tsis muaj CI/CD kev ruaj ntseg dhau ntawm Kev Ua. Yog li ntawd, cov pab pawg siv ntau lub tshuab tswj hwm qhov chaw lossis cov cuab yeej saw hlau dav dua yuav pom tias nws txwv.
Ntsiab Nta:
- Kev Tshawb Xyuas Code Siv GitHub CodeQL rau SAST ncaj qha hauv pull requests.
- Kev Ntsuas Kev Nyob Ntawm Qhov Txuas → Piv txwv li, ceeb toom koj txog qhov tsis muaj zog hauv cov pob khoom qhib los ntawm Dependabot.
- Kev Tshawb Pom Qhov Tsis Pub Lwm Paub → Cov cim qhia cov ntaub ntawv pov thawj hardcoded hauv cov lej thiab cov ntaub ntawv teeb tsa.
- Kev Sib Koom Tes Ua Haujlwm ntawm GitHub → Ua kom cov scanning thiab kev kuaj xyuas txoj cai hauv koj lub computer tsis siv neeg pipelines.
- Kev ruaj ntseg Overview Dashboard → Tshawb xyuas cov kev pheej hmoo thoob plaws txhua qhov chaw khaws cia GitHub hauv koj lub koom haum.
cons:
- Qhov Sib Txawv ntawm Cov Nta → GHAS tsis muaj kev tshawb nrhiav malware, AutoFix siab heev, thiab pipeline security, yog li ntawd, kev them nqi yog nqaim dua li cov cuab yeej ruaj ntseg DevOps txhua yam hauv ib qho.
- Tsuas yog GitHub xwb → Nws tsis them rau cov chaw khaws cia uas tuav rau ntawm GitLab, Bitbucket, lossis Git uas tswj tus kheej.
- Txoj Cai Txwv-raws li-Code → Piv rau cov platform tshwj xeeb, kev hloov kho kom haum yog txwv ntau dua.
- Kev vam khom ntawm Qib Kev Txiav Txim Siab → Yuav tsum muaj GitHub Enterprise rau kev ua haujlwm tag nrho.
💲 Nqi:
GitHub Advanced Security tau txais daim ntawv tso cai rau txhua tus neeg siv committer thiab tsuas yog muaj nrog GitHub Enterprise Huab los yog Server.
10. Lub Rooj Tswjhwm
Txheej txheem cej luam: Cov khoom siv tiv thaiv saw hlau siv txoj hauv kev sib txawv ntawm DevOps kev ruaj ntseg dua li lwm cov cuab yeej hauv daim ntawv teev npe no. Es tsis txhob luam theej duab cov duab thawv uas twb muaj lawm rau qhov tsis muaj zog, nws muab cov ntawv teev npe ntawm ntau dua 1,700 daim duab thawv uas tsawg kawg nkaus, khov kho uas tsim los ntawm qhov chaw txhua hnub, nrog rau xoom CVEs paub thaum lub sijhawm tshaj tawm. Cov pab pawg hloov lawv cov duab puag uas twb muaj lawm (Ubuntu, Alpine, Python, Node, thiab lwm yam) nrog Chainguard sib npaug, tshem tawm cov backlogs tsis muaj zog es tsis txhob kho lawv tas li.
Txhua daim duab Chainguard xa nrog ib daim ntawv kos npe SBOM thiab SLSA Qib 2 qhov chaw pov thawj, thiab los nrog CVE kev kho SLA ua tus thawj coj hauv kev lag luam ntawm 7 hnub rau qhov hnyav heev thiab 14 hnub rau siab, nruab nrab, thiab qis. Nws cov khoom Chainguard Libraries txuas ntxiv tib txoj hauv kev ruaj ntseg-los ntawm lub neej ntawd rau kev vam khom lus hauv Python, Java, thiab JavaScript. Lub platform tsis yog lub cuab yeej scanning ib txwm muaj: nws yog cov khoom siv kev ruaj ntseg saw hlau uas txo qhov chaw tawm tsam los ntawm kev tsim kho es tsis yog los ntawm kev kuaj pom. Rau cov ntsiab lus ntawm build security thiab kev ncaj ncees ntawm cov khoom cuav thiab SBOM tiam, cov kev sib txuas ntawd npog cov ntsiab lus cuam tshuam.
Ntsiab Nta:
- Cov ntawv teev npe ntawm 1,700+ daim duab thawv uas tsawg kawg nkaus, khov kho dua tshiab txhua hnub los ntawm qhov chaw uas tsis muaj CVEs paub
- Kev Kho Mob CVE SLA uas yog tus thawj coj hauv kev lag luam: 7 hnub rau qhov mob hnyav heev, 14 hnub rau qhov mob hnyav, nruab nrab, thiab qis
- Kos npe SBOMs thiab SLSA Qib 2 daim ntawv pov thawj keeb kwm suav nrog txhua daim duab
- Cov Tsev Qiv Ntawv Chainguard muab cov ntawv kho CVE rov qab rau Python, Java, thiab JavaScript dependencies nrog VEX cov lus qhia
- Cov Duab AI Chainguard rau kev kawm tshuab ua haujlwm nrog PyTorch, Conda, thiab NVIDIA GPU txhawb nqa
- Kev txhawb nqa kev ua raws li txoj cai rau FedRAMP, PCI-DSS, HIPAA, NIS2, CMMC, thiab DoD Cloud Computing SRG
- CI/CD thiab kev koom ua ke ntawm kev sau npe los ntawm Chainguard registry ntawm cgr.dev thiab standard cov cuab yeej siv thawv
cons:
- Tsis yog ib lub cuab yeej scanning; tsis nrhiav pom qhov tsis zoo hauv koj cov code uas twb muaj lawm, kev vam khom, IaC, los yog pipeline tus cwj pwm
- Yuav tsum tau tsiv teb tsaws chaw los ntawm cov duab uas twb muaj lawm, uas tuaj yeem cuam tshuam kev teeb tsa rau cov duab nyuaj pipelines
- Tus nqi yuav siab rau cov pab pawg me dua thiab qhov ntsuas raws li hom duab thiab qhov loj ntawm lub koom haum engineering
- Qee cov duab uas ploj lawm hauv daim ntawv teev npe tuaj yeem ua rau muaj kev hloov pauv tag nrho rau cov pab pawg uas muaj cov kev xav tau tshwj xeeb.
Qhov zoo tshaj plaws rau: Cov koom haum engineering uas xav tshem tawm cov backlogs tsis muaj zog ntawm lub thawv los ntawm kev hloov mus rau cov duab khov kho, xoom-CVE es tsis txhob kho cov uas twb muaj lawm, tshwj xeeb tshaj yog nyob rau hauv cov lag luam tswj hwm nrog FedRAMP lossis CMMC cov kev cai ua raws li.
Nqi: Qib pub dawb rau txog li 5 daim duab pib. Cov duab tsim tawm tau tso cai los ntawm tus lej thiab hom (Base, Application, AI/ML, FIPS). Cov tsev qiv ntawv tau tso cai los ntawm ecosystem thiab tus lej ntawm tus tsim tawm. Kev cai enterprise nqi muaj.
Yuav Tsum Saib Dab Tsi Hauv DevOps Security Tools
Nrog cov cuab yeej piv rau, cov no yog cov qauv uas tseem ceeb tshaj plaws rau kev xaiv cov ntaub ntawv qhia txog kev txiav txim siabcision:
Qhov dav ntawm kev luam theej duab. Qhov sib txawv feem ntau ntawm DevOps kev ruaj ntseg cov cuab yeej yog qhov twg SDLC cov txheej uas lawv npog. Ib lub cuab yeej tsom mus rau cov thawv ntim khoom tsis nco qab cov lej thiab pipeline kev pheej hmoo. Ib lub cuab yeej uas tsom mus rau huab posture xwb tsis pom qhov tsis zoo ntawm cov txheej txheem thov. Kev nkag siab txog cov theem twg uas txhua lub cuab yeej npog ua ntej ntsuam xyuas lwm yam ntxwv tiv thaiv kev ntseeg siab cuav hauv kev npog ib nrab.
CI/CD kev koom ua ke nrog kev ua raws li txoj cai. Muaj qhov sib txawv ntawm DevOps kev ruaj ntseg cuab yeej uas qhia txog cov kev tshawb pom thiab ib qho uas ua kom muaj cov cai los ntawm kev thaiv kev sib koom ua ke tsis muaj kev nyab xeeb lossis ua tsis tiav. pipeline tsim. Kev siv txoj cai raws li Txoj Cai hloov kev ruaj ntseg los ntawm kev qhia mus rau kev tiv thaiv. Saib kev ruaj ntseg guardrails rau CI/CD pipelines rau cov ntsiab lus ntawm kev siv zog ua haujlwm zoo li cas.
Qhov zoo tshaj plaws. Cov suav CVE raw tsis tuaj yeem ua tau. Cov cuab yeej ruaj ntseg DevOps uas lim los ntawm kev siv tsis raug, kev tshuaj xyuas qhov ncav cuag tau, cov qhab nia EPSS, thiab cov ntsiab lus lag luam pab cov pab pawg tsom mus rau feem pua me me ntawm cov kev tshawb pom uas sawv cev rau qhov kev pheej hmoo tiag tiag es tsis yog kev raug mob theoretical.
Kev kho kom zoo. Cov cuab yeej ruaj ntseg DevOps uas tsuas yog nrhiav pom cov teeb meem xwb hloov tag nrho cov haujlwm kho rau cov neeg tsim khoom. Cov cuab yeej uas muab cov lus qhia kho kom nyab xeeb, paub txog cov ntsiab lus, PRs tsis siv neeg, lossis kev kho ib zaug nias txo lub sijhawm nruab nrab rau kev kho kom zoo. MTTR hauv AppSec yog qhov ntsuas uas cais cov cuab yeej uas txhim kho kev ruaj ntseg ntawm cov uas tsuas yog txhim kho kev tshaj tawm xwb.
Kev them nqi ntawm cov khoom xa tuaj. Cov cuab yeej ruaj ntseg DevOps ib txwm luam theej cov CVEs uas paub hauv cov pob khoom teev cia. Kev tawm tsam ntawm cov khoom siv siv cov pob khoom phem uas tau tshaj tawm ua ntej muaj CVE. Cov cuab yeej uas suav nrog kev tshawb nrhiav malware lossis cov duab teev cia uas ruaj khov kho daws qhov kev tawm tsam no uas cov cuab yeej scanner-xwb tsis pom kiag li.
Tag nrho tus nqi ntawm kev them nqi. Cov cuab yeej modular zoo li pheej yig dua thaum xub thawj, tab sis kev them nqi ruaj ntseg DevOps tag nrho feem ntau xav tau ntau tus neeg sau npe. Lub platform sib koom ua ke nrog tus nqi kwv yees tau feem ntau ua pov thawj tias pheej yig dua ntawm qhov ntsuas. Piv cov kev xaiv siv cov cuab yeej ruaj ntseg zoo tshaj plaws rau daim ntawv thov kev piav qhia dav dav rau cov ntsiab lus dav dua.
Cov Kev Xyaum Zoo Tshaj Plaws rau DevOps Kev Ruaj Ntseg rau xyoo 2026
Cov piv txwv no qhia cov neeg tsim khoom siv tau cov hau kev siv DevOps kev ruaj ntseg ncaj qha rau hauv CI/CD cov txheej txheem ua haujlwm, sib txuas DevOps thiab kev ruaj ntseg yam tsis ua rau qeeb qeeb.
Thov Kev Tso Cai Tsawg Tshaj Plaws hauv Jenkins rau DevOps Security
Hauv Jenkins pipelines, teeb tsa cov nyiaj pabcuam nrog cov kev tso cai me tshaj plaws uas xav tau rau txhua txoj haujlwm. Kev muab cov cai tswjfwm rau txhua tus neeg sawv cev tsim kho txhais tau tias daim ntawv pov thawj raug nyiag muab rau tus neeg tawm tsam tag nrho pipeline kev nkag mus. Kev muab lub luag haujlwm txwv rau cov haujlwm tshwj xeeb txwv qhov kev tawg thiab ua kom koj muaj zog CI/CD kev ruaj ntseg.
Ua kom cov lus zais tsis siv neeg hauv GitHub Actions
Ib qho GitHub Actions workflow tuaj yeem khiav kev luam theej zais cia rau txhua qhov kev thawb, kev thaiv commits muaj cov yuam sij API ua ntej lawv sib koom ua ke. Cov txiaj ntsig tshwm sim ncaj qha rau hauv pull requests yog li cov neeg tsim khoom kho qhov xau hauv cov ntsiab lus, ua rau kev tiv thaiv cov lus zais yog ib feem ntawm cov txheej txheem kev txhim kho txhua hnub es tsis yog ib kauj ruam txheeb xyuas sib cais. Saib yuav ua li cas cov ntaub ntawv pov thawj raug tshaj tawm thiaj li tso tawm cov ntaub ntawv pov thawj rau lub ntiaj teb tiag tiag txog vim li cas kev kuaj pom thaum ntxov tseem ceeb.
Cuam IaC Security hauv GitLab CI/CD Pipelines
Sib koom ua ke IaC scanning rau hauv GitLab pipelines ntes cov kev teeb tsa tsis raug xws li cov pab pawg kev ruaj ntseg uas tso cai dhau los yog cov thawv uas khiav hauv hom tshwj xeeb ua ntej muab cov khoom siv. Kev kos duab cov txiaj ntsig rau CIS Cov kev ntsuas no ua kom ntseeg tau tias cov kev cai ua raws li txoj cai tau ua tiav txij thaum pib, tsis pom thaum lub sijhawm tshuaj xyuas. IaC security zoo tshaj plaws rau cov lus qhia ntxaws.
siv Guardrails kom muaj zog CI/CD Security
Guardrails siv cov cai uas ua txhaum cov kev tsim kho thaum muaj teeb meem loj tshwm sim: qhov tsis muaj zog tseem ceeb uas tseem qhib, daim duab thawv tsis tau kos npe nkag mus rau hauv pipeline, lossis dhau qhov txwv ntawm txoj cai. Vim tias guardrails khiav tau yam tsis tas siv neeg, cov neeg tsim khoom tsom mus rau kev sau code thaum pipelines siv kev ruaj ntseg los ntawm kev tsim. Saib kev ruaj ntseg guardrails rau CI/CD pipelines rau cov qauv kev siv.
siv Guardrails kom muaj zog CI/CD Kev Ruaj Ntseg hauv DevOps Workflows
Guardrails siv cov cai uas ua txhaum cov kev tsim kho thaum muaj teeb meem loj tshwm sim. Piv txwv li, thaiv kev xa tawm yog tias qhov tsis muaj zog tseem qhib lossis yog tias daim duab thawv tsis tau kos npe nkag mus rau hauv pipeline. Ntxiv mus, vim tias guardrails khiav tau yam tsis tas siv neeg, cov neeg tsim khoom tsom mus rau kev sau code thaum pipelinetsim kom muaj kev ruaj ntseg.
Kev sib xyaw ua ke cov DevOps thiab kev coj ua ruaj ntseg no nrog rau cov cuab yeej ruaj ntseg DevOps zoo pab cov pab pawg xa khoom sai dua, ua raws li txoj cai, thiab tswj hwm kev ruaj ntseg zoo yam tsis ua rau kev tsim kho tshiab qeeb.
kawg
Cov cuab yeej kev ruaj ntseg DevOps ntau yam los ntawm kev sib dua CI/CD kev sib koom ua ke rau cov platform AppSec puv ntoob. Kev sib xyaw ua ke zoo nyob ntawm seb qhov twg SDLC cov txheej uas koj pab neeg muaj qhov tsis txaus, koj pab neeg txoj kev ruaj ntseg loj hlob, thiab seb koj puas xav tau ib lub platform sib koom ua ke lossis ib pawg zoo tshaj plaws.
Rau cov pab pawg uas xav tau kev pab cuam kev ruaj ntseg DevOps thoob plaws txhua txheej ntawm lub neej tsim kho software, nrog rau kev kho kom zoo los ntawm AI, kev txiav txim siab tsis muaj suab nrov, thiab tsis muaj tus nqi rau ib lub rooj zaum, Xygeni muab txoj hauv kev tiav tshaj plaws hauv xyoo 2026 ua ib feem ntawm nws lub platform AppSec uas siv AI.
FAQ
Cov cuab yeej ruaj ntseg DevOps yog dab tsi?
Cov cuab yeej ruaj ntseg DevOps yog cov platform uas koom ua ke kev tshawb pom qhov tsis muaj zog, kev siv txoj cai, thiab kev kuaj xyuas kev ua raws li txoj cai rau hauv kev tsim kho software thiab kev xa khoom. pipelineLawv luam theej cov code, dependencies, infrastructure, containers, thiab CI/CD pipeline kev teeb tsa tsis siv neeg ua ib feem ntawm txoj haujlwm tsim kho, pab cov pab pawg txheeb xyuas thiab kho cov teeb meem kev ruaj ntseg ua ntej lawv mus txog qhov ntau lawm.
Qhov txawv ntawm DevOps kev ruaj ntseg cov cuab yeej thiab DevSecOps cov cuab yeej yog dab tsi?
Cov lus no siv tau sib pauv hauv kev xyaum. DevSecOps piav qhia txog kev xyaum ua ke kev ruaj ntseg rau hauv txhua theem ntawm DevOps lub neej voj voog es tsis txhob kho nws ua ib theem sib cais. DevOps cov cuab yeej kev ruaj ntseg thiab DevSecOps cov cuab yeej ob leeg hais txog cov platforms uas ua rau muaj kev sib koom ua ke no, nrog rau kev kuaj xyuas kev ruaj ntseg khiav tau hauv CI/CD pipelines, pull requests, thiab cov chaw tsim kho.
Cov cuab yeej kev ruaj ntseg DevOps twg npog feem ntau SDLC cov txheej?
Xygeni npog ntau yam dav tshaj plaws hauv ib lub platform: SAST, SCA, DAST, IaC scanning, nrhiav cov lus zais, CI/CD kev ruaj ntseg, kev tiv thaiv malware, kev tshuaj xyuas thawv, build security, kev kuaj pom qhov txawv txav, thiab ASPM, tsis tas yuav tsum muaj kev sau npe sib cais lossis kev koom ua ke ntawm cov cuab yeej. Feem ntau lwm cov cuab yeej kev ruaj ntseg DevOps hauv daim ntawv teev npe no tshwj xeeb hauv ib lossis ob txheej.
Cov cuab yeej ruaj ntseg DevOps sib koom ua ke li cas nrog CI/CD pipelines?
Feem ntau cov cuab yeej kev ruaj ntseg DevOps muab kev sib koom ua ke lossis YAML teeb tsa rau GitHub Actions, GitLab CI, Jenkins, thiab cov platform zoo sib xws uas ua rau muaj kev tshuaj xyuas kev ruaj ntseg ntawm txhua qhov. pull request lossis thawb qhov xwm txheej. Cov cuab yeej zoo tshaj plaws mus dhau qhov kev tshaj tawm los tswj cov cai, thaiv kev sib koom ua ke lossis kev ua tsis tiav thaum pom cov teeb meem kev ruaj ntseg tseem ceeb.
Lub luag haujlwm ntawm AI hauv cov cuab yeej kev ruaj ntseg DevOps niaj hnub no yog dab tsi?
AI raug siv rau hauv DevOps cov cuab yeej kev ruaj ntseg feem ntau hauv peb qhov chaw: kev kuaj pom qhov tseeb (txo cov lus tsis tseeb los ntawm kev nkag siab txog cov lej hauv cov ntsiab lus), kev kho (tsim cov lus qhia kho kom zoo, paub txog cov ntsiab lus raws li tsis siv neeg). pull requests), thiab qhov tseem ceeb (kev ntsuas cov kev tshawb pom los ntawm kev siv tsis raug thiab kev cuam tshuam lag luam es tsis yog cov qhab nia CVSS raw). Cov platforms zoo li Xygeni muab tag nrho peb yam los ntawm DevAI rau kev taw qhia theem tus tsim tawm thiab CoreAI rau kev txawj ntse kev coj noj coj ua kev ruaj ntseg.
