Agent AI iri kuchinja maitiro ekugadzira, kuyedza, uye kuchengetedzwa kwesoftware. Kusiyana nemamodheru echinyakare anopindura kune imwe chete nguva, masisitimu eA agent anoshanda nekuzvitonga. Anoona, anoronga, anoita, uye anogadzirisa pasina kumirira mirairo yakananga. Nekuda kweizvozvo, anogona kunyora kodhi, kuongorora pull requests, kugadzirisa zvikanganiso, uye kutobata mabasa anowanzopihwa vagadziri. Kuchinja uku kuri kukurudzira kufarira kutsva mu Vamiririri veAI coding uye kukura nekukurumidza kwezvikamu zvese zvikuru Puratifomu yemumiriri weAI.
Zvisinei, kuzvitonga kunounza njodzi itsva. Mumiriri asingatongwi anogona kushandisa maturusi zvisina kunaka, kufumura zvakavanzika, kugadzirisa mafaira zvisirizvo, kana kushandisa kuvandudzwa kwekuchengetedzwa kwevashandi. Saka, kunzwisisa maitiro anoita AI, mashandiro anoita AI mumabasa chaiwo, uye kuti mapuratifomu eA agent anosimbisa sei kuchengetedzeka kwakakosha kuDevSecOps neAppSec teams.
Gwaro iri rinotsanangura mashandiro anoita AI, kuti inoenderana sei nemaitiro emazuva ano einjiniya, uye kuti ingaichengetedza sei padanho rega rega rehupenyu hwesoftware.
Chii chinonzi Agenti AI?
Agenti AI zvinoreva masisitimu eAI anoshanda nechinangwa uye anogona kutora matanho ega kuti achizadzise. Pane kungofanotaura rugwaro, sisitimu inoita mabasa ane matanho akawanda, inodana maturusi ekunze, inonyora uye inogadzirisa kodhi, inoongorora mhedzisiro yayo, uye inoenderera mberi kusvika basa rapera.
Hunhu hukuru hweAgent AI
- Maitiro anotungamirirwa nezvinangwa
- Kufunga uye kuronga zvine matanho akawanda
- Kushandiswa kwezvishandiso zvinozvimirira (shell, APIs, editors, tests)
- Kuzvigadzirisa uye kufungisisa zvishwe
- Mafambiro ebasa anomhanya kwenguva refu pasina kutarisirwa nevanhu
Uyezve, kugona uku kunotamisa AI kubva pakuva "mubatsiri" kuenda pakuva "mutambi." Nekuda kweizvozvo, kuzvitonga kunounza mabasa matsva ezvikwata zveinjiniya. Nekuda kweizvozvo, kuchengetedzeka kunofanirwa kutariswa kubva pakutanga, kunyanya kana vamiririri vachitaurirana nekodhi, zvivakwa, kana mashandiro ekugadzira.
Sisitimu yeAgent AI vs Yechinyakare yeAI
| mamiriro | Traditional AI | Agenti AI |
|---|---|---|
| Kusangana | Kurumidza → Kubuda | Kuitwa kwematanho akawanda |
| Kuzvidzivirira | hapana | Ehe |
| Chishandiso Shandisa | Zvishoma | Kugona kukuru |
| mamiriro | Chisina | Vanoziva nezvehurumende |
| Chikamu chengozi | eresera | Yakakwirira (inomhanya zviito chaizvo) |
AI yeAgent haisi LLM yakakura. Isystem yakagadzirirwa do zvinhu, kwete chete vanoti zvinhu.
Mashandiro anoita maAI Agents (Agency Loop inotsanangurwa zvakajeka)
Mumiririri wega wega weAI anotevedzera nzira imwechete:
Izvi zvinorevei mukuita
Chimiro che "agent loop" chinopa system yeAI kugona kufamba nemabasa nhanho nhanho. Kuti tijekese, nhanho yega yega ine basa rayo:
- cherechedza (): verenga nharaunda, unganidza magwaro, ongorora mafaira
- chirongwa (): kugadzira matanho akakodzera
- chiito(): fonera maAPI, mhanyisa mirairo, gadzirisa kodhi, kana kugadzirisa data
- ratidza (): tarisa zvinobuda, ongorora zvikanganiso, uye sarudza danho rinotevera
Nekuti denderedzwa iri rinodzokorora kusvika chinangwa chazadzikiswa, mumiririri anogona kutaurirana nezvishandiso kakawanda kana mazana. Nekuda kweizvozvo, kusarongeka kudiki kunogona kukonzera mhedzisiro yakaipa.
AI yeAgent muKugadzira Software
Agent AI iri kushandura mashandiro einjiniya zvakanyanya kupfuura zvayakaita maturusi ekuzadza makodhi. Pane kupa pfungwa shoma, mumiriri anogona ikozvino:
- Nyora zvinhu zvemafaira akawanda
- Gadzira bvunzo uye gadzirisa dzakakundikana
- ongorora pull requests
- Ziva zvinokanganisa
- Makodhi ekare eRefactor
- Kuvandudza kuvimba
- Gadziridza zvinyorwa
- Orchestrate CI/CD mabasa
Ikoko ndiko Vamiririri veAI coding vauye.
Mumiriri weKodhi yeAI: Manyorerwo, Kugadziriswa, uye Kuongororwa kweKodhi yeMasisitimu Anozvimiririra
An Mumiriri wekunyora makodhi eAI isystem inongozvishandira yoga inoverenga kodhi, inonyora shanduko, inomhanyisa bvunzo, uye inogadzirisa hurongwa hwayo zvichibva pamhedzisiro. Kusiyana nemubatsiri wekodhi wekare anomirira kukurumidza, mumiririri weAI anogadzira hurongwa hwake uye anoramba achishanda kusvika basa rapera.
Zvinogona kuitwa nemumiriri weAI coding
Mukuita, mumiriri wekodhi anogona:
- Chinja mafaira akawanda pane imwe nzvimbo yekuchengetedza
- Ita mirairo yakaita sekuyedza, kuvaka, kana linters
- Gadzirisa zvikanganiso zvekuunganidza kana zvenguva yekumhanya
- Edzazve zviito mushure mekukundikana uye sarudza nzira yakachengeteka
- Kurudzira uye shandisa machira zvichienderana nemamiriro epurojekiti
- sika pull requests otomatiki kuti iongororwe
Zvichakadaro, maturusi akati wandei atove kutsigira maitiro aya, anosanganisira Claude Code, Replit Agents, Cursor IDE, maGitHub's upcoming agent APIs, uye VS Code extensions dzakagadzirirwa agent workflows.
Benefits
Unyanzvi uhwu hunounza mabhenefiti akajeka:
- Kudzokorora nekukurumidza mukati menguva yese yekuvandudza
- Basa remaoko risingashandiswi nemaoko pamabasa anodzokororwa
- Zvishandiso zvekuvandudza zvinoramba zvichienderera mberi zvinobatsira zvikwata kutumira nekukurumidza
Njodzi dzekuchengetedza (dzakakosha paAppSec)
Zvisinei, kuzvitonga kunounza njodzi itsva. Semuyenzaniso:
- Mumiriri anogona kushandisa shanduko dzisina kuchengetedzeka dzemafaira
- Murairo weShell unogona kumhanya munzvimbo isiriyo
- Zvinyorwa zvinonzwisisika zvinogona leak secretnetsaona
- Mafaira ekugadzirisa akachengeteka anogona kunyorwazve
- Kuvandudzwa kwekuvimba kunogona kuunza kudzoka shure
- Kuburitswa kwemuenzaniso kusina kururama kunogona kushandiswa pasina kusimbiswa
Nekuti vamiririri vemakodhi chiito panzvimbo ye mubatsire, vanoda simba guardrails, mvumo dzakasimba, uye kutariswa nguva dzose. Izvi zvinoita kuti mabhenefiti eAI anobatsira asaunze matambudziko matsva mu SDLC.
Chii chinonzi AI Agent Platform?
An Puratifomu yemumiriri weAI Inopa nguva yekushanda, kuronga, uye kuchengetedzeka kunodiwa kuti AI ishande zvakanaka. Inotarisira kuronga, kurangarira, kushandisa zvishandiso, guardrails, uye kudzora nharaunda kuitira kuti vamiririri vagone kupedzisa mabasa ane matanho akawanda. Nemamwe mashoko, ndiyo operating system inobvumira agent AI kushanda kupfuura imwe chete.
Mapuratifomu akati wandei anotungamira atove ari kutsanangura nzvimbo iyi. Semuenzaniso:
- API yeVamiririri veOpenAI
- LangGraph (LangChain)
- Vamiririri veGoogle Workspace
- Vamiririri veUiPath AI
- Vamiririri Vanodzokorodza
- Mumiriri weAI we n8n
Mapuratifomu aya ese anotevedzera maitiro akafanana, kunyangwe mamodheru avo ekuchengetedza achisiyana zvakanyanya.
Chikuva chakanaka cheAI chinofanira kupa
Puratifomu yakasimba inosanganisira zvinhu zvakakosha zveinjiniya pamwe nepfungwa dzeAppSec. Semuenzaniso, puratifomu yakazara inowanzo kupa:
- tooling: shell ine sandboxed, mashandiro emafaira, uye mukana weAPI une miganhu yemvumo yakasimba
- Mamodule ekuronga: Kugadzirwa kwebasa rinotungamirwa neLLM kunogona kupatsanura zvinangwa kuita matanho anoitwa
- Memory: mamiriro ezvinhu enguva pfupi uye enguva refu ekutsigira kuitwa kwematanho akawanda
- Policies uye guardrails: nzira dzekumanikidza dzinovhara zviito zvisina kuchengetedzeka uye dzinodzora maitiro ezvishandiso
- Kuonekwa: magwaro, zviratidzo, kusiyana, uye ongororo dzinoita kuti zviito zvemumiririri zvive pachena
- Shanduro: kudzokororwa kwezvikamu zvevamiririri, mashandiro ebasa, uye marongero ezvishandiso
Kupfuura zvinhu zviri papuratifomu, nhungamiro dzine simba dzinosimbisa kukosha kwekufanotaura uye kutonga. Semuenzaniso, NET AI Risk Management Framework inoratidza kutevedzana kwekutevera uye kutonga sezvinhu zvakakosha pakushandisa masisitimu anozvitonga. Saizvozvowo, OWASP 10 yepamusoro yeLLM Applications inoona njodzi dzakajairika mumabasa emagetsi, kusanganisira kushandiswa kwezvishandiso zvisina kuchengetedzeka, mvumo yakawandisa, uye kusagadziriswa zvakanaka kwema plugin.
Nekuti mapuratifomu mazhinji anonyanya kutarisa pakushandisa otomatiki, zvikwata zveinjiniya zvinowanzoda dziviriro yakasimba. Izvi zvinonyanya kukosha kana mumiriri achigadzira kodhi, achichinja mafaira, kana achitaurirana neCI nemasisitimu ekugadzira. Nekuda kweizvozvo, mitemo, guardrails, uye kutonga kwekuvimbana zvinova zvinhu zvakakosha zvebasa reAI rakachengeteka.
Nyaya dzekushandisa AI dzeAgentic dzeUinjiniya neDevSecOps
| chikamu | Agenti AI Shandisa Nyaya |
|---|---|
| Developer Productivity | Vaka zvinhu zvidiki kubva kumagumo kusvika kumagumo Kuvandudza mhando yekodhi Gadzira bvunzo otomatiki Zadzisa TODOs muchirevo MaAPI eDocument nezvikamu |
| DevOps otomatiki | Tarisa usati wabatanidza Matambudziko ekuvimba akachena Ronga mashandiro ekuvaka Gadziridza magadzirirwo eCI zvakachengeteka |
| Kuzvigadzira otomatiki kweAppSec | Fix SAST uye SCA zvakawanikwa Dzivisai mafoni ezvishandiso zvine njodzi Tsvaga zvinobatanidza zvisina kuchengetedzeka Ongorora kuvandudzwa kwekuvimba Simbisa marongero usati wabatanidza |
Njodzi dzekuchengetedza dzeAgent AI
Most enterprise Zvinyorwa zvinodzivisa hurukuro dzenjodzi. Zvisinei, kune mainjiniya nemapoka eAppSec, ndicho chikamu chakakosha chekushandisa agent AI zvakachengeteka. Pazasi, uchawana kupatsanurwa kwehunyanzvi kwakavakirwa pamaitiro chaiwo anoonekwa muma autonomous agents.
1. Kushandiswa Zvisina Kunaka kweChishandiso (Shell, API, File System)
Agent AI inogona kumhanyisa murairo usiri iwo panguva isiriyo.
Semuyenzaniso:
Mumiriri wekodhi anoshanda npm audit fix "kuvandudza kuchengetedzeka," asi netsaona vanovandudza kushandiswa kukuru kweshanduro isina kushanda. Mugumisiro wacho unoguma nekumira kwekugadzirwa.
Uyezve, mumiririri anogona kuita murairo wekuongorora unodhinda zvinoshanduka-shanduka zvenharaunda kuita log. Izvi zvinofumura zvakavanzika uye zvinowedzera nzvimbo yekurwiswa.
Izvi zvinopa humbowo ku:
OWASP LLM05: Kubata Zvisina Kuchengetedzwa
OWASP LLM11: Kuitwa Kwekodhi Isina Mvumo
2. Kushungurudzwa kweKey yeAPI
Vamiririri vazhinji vanoshanda nemagwaro akawandisa. Nekuda kweizvozvo, kana kiyi yeAPI ichipa mukana wekunyora zvizere, mumiririri anogara nhaka simba rimwe chete. Izvi zvinoshandura murairo usina kuiswa panzvimbo iyoyo kuita shanduko yesystem-wide.
Izvi zvinopa humbowo ku:
OWASP LLM09: Kusashanda Zvakanyanya
3. Kusagadziriswa kweMCP / API
Zvinobatanidza zvisina kugadziriswa zvakanaka zvinowanzova njodzi dzisingatauriki. Kunyanya, kusakwanisa kusimbiswa kwepakutanga kwechinhu mu MCP kana kubatanidzwa kweAPI kunogona kubvumira mumiririri kuti awane zvishandiso zvemukati kana nzvimbo dzekuchengetedza zvakavanzika.
Izvi zvinopa humbowo ku:
OWASP LLM03: Kubata Plugin/Extension Zvisina Kuchengetedzwa
4. Kuvandudzwa kweKuvimba Pasina Kusimbiswa
Vamiririri vanowanzo vandudza mikana yekushandisa zvinhu zvakasiyana-siyana nekuti "pane imwe vhezheni itsva."
Zvisinei, haisi shanduro itsva yese yakachengeteka.
Ikoko ndiko Kuwana mamakisi eEPSS, kusvikika, uye Njodzi Yekugadzirisa kuva anotsoropodza:
- EPSS inoratidza kuti mukana wekuti munhu awane dambudziko rekushandisa zvisina kunaka ungashandiswa sei
- Kugona kusvika pari zvino kunoongorora kana nzira dzekodhi dzisina njodzi dzichimhanya zvechokwadi
- Njodzi Yekugadzirisa Inoona kana shanduko yeshanduro inogona kukonzera maitiro ekutyora
Pasina izvi, kuzvitonga kwevamiririri kunova kusina kuchengetedzeka uye kusingafungidzike.
5. Zvisungo Zvisingaperi kana Zvisina Muganho
MaAgents anogonawo kupinda muzvirukwa zvinogara kwenguva isingaperi. Semuenzaniso, chirukwa chinogona:
- Kufona kweSpam API
- Bvisa uye nyorazve mafaira kakawanda
- Kuderedza mitengo yezvinokonzera kana kudzimwa kwemitengo
- Zvinyorwa zvemafashamo zvine ruzivo rwakakosha
Izvi zvinopa humbowo ku:
OWASP LLM02: Kushandiswa Kwezviwanikwa Zvisina Muganho Kana Zvisingadzoreki
Uyezve, matambudziko mazhinji ekuchengetedza anounzwa nemasisitimu ekuchengetedza anowanikwawo mumaitiro ekuchengetedza eAI akafara. Kuti uwane rumwe ruzivo rwakadzama nezvenheyo idzi, unogona kuverenga gwara redu pamusoro pe AI cybersecurity uye kuti zvikwata zvemazuva ano zvinoderedza sei njodzi dzinotungamirirwa nemuenzaniso.
Magadzirirwo eAI eAgent
| rukoko | basa | mienzaniso | ngozi |
|---|---|---|---|
| LLM | Kukurukurirana | GPT, Claude, Gemini | Kufungidzira zvinhu zvisipo, zvirongwa zvisina kuchengetedzeka |
| Nguva Yekushanda yeMumiririri | Kuzvitonga kuzere | LangGraph, ReAct | Zvisungo zvisingaperi, kushandiswa zvisina kunaka kwezvishandiso |
| Zvishandiso nemaAPI | kuuraya | Shell, Git, Databases, maturusi eCI | Kushungurudzwa kwekiyi yeAPI, kuwedzera kwekodzero |
| Kodhibhesi | Mafaira epurojekiti | Mafaira ekutanga, mafaira ekugadzirisa | Kugadziriswa kusina kururama, kudzokororwa |
| CI/CD | dhirivahari | GitHub, GitLab, Jenkins | Kubatana kusina kuchengetedzeka, kutiza nharaunda |
Kuchengetedza AI yeAgent muDevSecOps
Kushandisa AI nenzira yakachengeteka kunoda nzira dzakasiyana-siyana. Nokudaro, zvikwata zvinofanirwa kusanganisa guardrails, kuongororwa kwemvumo, manejimendi yakachengeteka yekuvimba nevatengi, uye kutarisa nguva dzose kuti rusununguko rurambe rwuchifungidzirwa.
1. Guardrails
Guardrails inopa dziviriro yekutanga. Semuenzaniso, vanotsanangura:
- Zvishandiso zvinobvumidzwa
- Mavambo anotenderwa (MCP)
- Mitemo yekusimbisa kuiswa
- Kuchenesa kunobuda
- Chinzvimbo chekuwana mafaira
Guardrails inofanira kumhanya zvese zviri zviviri munharaunda uye in CI/CD.
2. Kuongororwa kweMvumo
Pamusoro pe guardrails, kuyera mvumo kunogumira zvinogona kusvikwa nemumiririri. Semuenzaniso:
- Zviratidzo zvenguva pfupi
- Nheyo yeropafadzo shoma
- Mashoko ekuverenga chete ezviito zvakawanda
3. Kutarisira Kuvimba Kwakachengeteka
Vamiririri vasati vavandudza maraibhurari, sisitimu yacho inofanira:
- Tarisa EPSS
- Ongorora kusvikika
- manya Njodzi Yekugadzirisa
- Dzivisa kuputsa shanduko
Iyi ndeimwe yenjodzi dzisinganyanyi kufuratirwa.
4. Kuramba Kuongorora
Chekupedzisira, kutarisisa kwakasimba kunoita kuti kuzvitonga kurambe kuri pasi pesimba. Mapoka anofanira kutevera:
- Zviito zvemumiririri
- Kugadziriswa kwemafaira
- Kufona kwezvishandiso
- Zvinyorwa uye zvakasiyana
- Zvinokonzeresa mutemo
- Kugadzirwa kwePR
Pasina kucherechedzwa, kuzvidzora inova nyonganyonga.
Maitiro eXygeni Anogonesa AI Yakachengeteka
AI yeAgent inounza kukurumidza uye kuzvitonga mukukura, asi inowedzerawo kudiwa kwemiganhu yakajeka. Kuti titsigire shanduko iyi, Xygeni inowedzera zvidziviriro zvekuchengetedza zvakananga mu SDLC saka zvikwata zvinogona kushandisa hunyanzvi hweAI pasina kurasikirwa nekugadzikana kana kuvimbana. Hunhu hwega hwega hunoenderana nekushanda kunoita vagadziri, zvichiita kuti kuchengetedzeka kuve chikamu chebasa pane kuti chive chimwe chinhu chinowedzerwa.
Guardrails
Guardrails kupa kusimbiswa kwakasimba kwemitemo munzvimbo dzese dzekuchengetedza, pull requests, CI pipelines, uye nharaunda dzemunharaunda. Pamusoro pezvo, zvinobatsira kuona kuti vamiririri vanoshanda mukati memiganhu yakatarwa uye kudzivirira zviito zvinogona kukonzera kudzokera shure kana kufumura ruzivo rwakavanzika.
Xygeni Bot
Iyo Xygeni Bot inounza kugadziriswa otomatiki mukugadzirwa uku ichiramba iri mukati memvumo dzakasimba. Iyo:
- Inoshanda kuburikidza neGit
- Inosika pull requests vanonzi
- Inotevera mitemo yekupinda yakarongwa
- Haamboiti nzira dziri kunze kwemutemo
Nekuda kweizvozvo, vagadziri vanoramba vachidzora uku vachideredza mabasa akawandisa emaoko.
Kugadzirisa otomatiki kweAI neModhi dzeVatengi
Mamwe matimu anoda kuvanzika kwakazara kuburikidza nekodhi yekodhi. Nekuda kweizvi, Xygeni inotsigira mamodheru eAI anopiwa nevatengi. CLI inobatanidza zvakananga kune modheru yakagadzirirwa kuitira kuti masangano agone kushandisa zvigadziriso zvakagadzirwa neAI pasina kutumira data kunze kwenharaunda yavo.
Njodzi Yekugadzirisa uye Kusvikika
Kuvandudzwa kwekuvimba kunogona kuva nengozi, kunyanya kana kuchiitwa wega. Remediation Risk inoongorora kuti ndeapi mavhezheni akachengeteka kushandisa, nepo Reachability ichiratidza kana kushaya simba kunogona kukonzerwa. Pamwe chete, maficha aya anoderedza kudzoka shure uye anotsigira kuvandudzwa kwakachengeteka kunotungamirirwa neanoshanda.
Kana zvabatanidzwa, kugona uku kunopa timu hwaro hunoshanda hwekushandisa AI inoshanda uku vachichengetedza hunhu hwekodhi, kuvimbika, uye kuchengetedzeka.
Mibvunzo Inowanzo bvunzwa: AI yeAgent
Chii chinonzi agent AI?
AI yeAgency imhando yehungwaru hwekugadzira hunogona kuronga, kuita, uye kupedzisa mabasa ane matanho akawanda ega uchishandisa maturusi ekufona uye kufunga kwakarongwa. Kutaura zvazviri, inogona kushanda nematanho akati wandei isina kumirira mirairo mitsva.
Chii chinonzi AI agents?
Vamiririri veAI vanotevera kuongorora, kuronga, kuita, uye kufungisisa. Nekuda kweizvozvo, vanogona kuputsa zvinangwa, kusarudza zviito, uye kugadzirisa maitiro avo vasina nhungamiro yakawanda.
Chii chinonzi mumiririri wekunyora makodhi eAI?
Mumiriri weAI coding anonyora, anogadzirisa, anoedza, uye anoongorora kodhi uku achigadzirisa maitiro ayo zvichienderana nezvikanganiso kana mhinduro. Uyezve, anogona kuedzazve zviito uye kunatsiridza hurongwa hwake panguva yega yega.
Chii chinonzi chikuva chemumiriri weAI?
Puratifomu yeAI agent inopa kubatanidzwa kwehurongwa, sandboxing, memory, uye zvishandiso zvinodiwa kuti agent AI ishande zvakachengeteka. Uyezve, inopa guardrails uye kucherechedzwa kwezviito kuti zvirambe zvichifanotaurwa.
Ko AI yakachengeteka here?
Agent AI inogona kuva yakachengeteka kana ikasanganiswa ne guardrails, mvumo dzakapararira, kutonga kwekuvimba, uye kudzora kwakasimba kweAppSec. Saka, kuganhurira izvo vamiririri vanogona kuwana kana kugadzirisa kwakakosha kuti zvishandiswe zvakachengeteka.
Pfungwa Dzekupedzisira: AI Yakachengeteka Nekugadzira
AI yeAgent inoratidza shanduko huru mukushanda kwemapoka esoftware. Inovandudza kugona kwevagadziri, inogadzirisa mabasa akaoma, uye inounzira nzira itsva dzekutarisira mashandiro ebasa. Zvisinei, kuzvitonga kunounzawo mutoro wakawedzerwa. Vamiririri vanogona kunyora kodhi, kugadzirisa magadzirirwo, kana kukonzera kuvaka, saka kuchengetedzeka kunofanirwa kuvakwa mukuita kubva pakutanga.
Uyezve, kushandiswa kwakachengeteka kunoenderana nemiganhu inogoneka. guardrails, kutonga kweshanduro, kutarisa nguva yekushandisa, uye kugadzirisa otomatiki, masangano anogona kushandisa agent AI nechivimbo. Chinangwa hachisi chekuganhurira agent, asi kupa chimiro chaanoda kuti ashande zvakachengeteka uye nguva dzose.
Nekuda kweizvozvo, AI inoshanda inova mubatsiri anoshanda uye akavimbika. Pamusoro pezvo, kana izvi zvikafamba mukati memabasa akafanana neatoshandiswa nevagadziri, zvikwata zvinowana kumhanya pasina kuwedzera njodzi.
Muchidimbu, neXygeni's ASPM kugona kwakabatanidzwa mukodhi, pipelines, uye mashandiro emumiriri, agent AI inotsigira zvinangwa zveinjiniya uku ichidzivirira SDLC kubva kumagumo kusvika kumagumo.
Pamusoro Author
rakanyorwa Fatima Said, Maneja weKushambadzira Zvemukati ane hunyanzvi muKuchengetedza Mapurogiramu pa Kuchengetedzwa kweXygeni.
Fátima inogadzira zvinyorwa zvinotsigira vagadziri, zvakavakirwa pakutsvaga paAppSec, ASPM, uye DevSecOps. Anoshandura pfungwa dzakaoma dzehunyanzvi kuita nzwisiso yakajeka uye inoshanda inobatanidza hunyanzvi hwekuchengetedzwa kwepamhepo nemhedzisiro yebhizinesi.




