ʻAʻole ʻo AI he mea hana hoʻomohala wale nō; he ʻili hoʻouka ia. ʻO nā kumu hoʻohālike e hana ana i kāu code, nā ʻelele commitmea pull requests, nā kikowaena MCP e hoʻopili ana i nā mea kōkua AI i kāu pipelines, a me nā copilots e hōʻike ana i nā hilinaʻi he ʻāpana ia o kāu palena palekana i kēia manawa. ʻAʻole i kūkulu ʻia ka hapa nui o nā mea hana palekana no kekahi o kēia. Hoʻohālikelike kēia alakaʻi i nā pono hana palekana AI kiʻekiʻe no 2026, nā kahua a me nā mea kūʻai aku e ʻoi aku ma mua o nā mea kuʻuna SAST, SCA, a me DAST e uhi i ka ʻili hoʻouka kaua AI-kikoʻī: ʻike waiwai AI, hana ʻia e AI code security, ka pale ʻana i ke kahe hana o nā ʻelele, ka palekana MCP, a me ka pale ʻana i ke kaulahao lako. Inā ʻoe e loiloi ana i kāu kahua palekana AI mua a i ʻole e noʻonoʻo hou ana i kahi stack i kūkulu ʻia ma mua o ka noho ʻana o nā ʻelele AI, ʻo kēia kahi e hoʻomaka ai.
No ke aha he mea nui nā pono hana palekana AI i ka makahiki 2026
Ua loli wikiwiki ke ʻano hoʻoweliweli ma mua o ka hoʻololi ʻana o ka hapa nui o nā polokalamu palekana. ʻO ke code i hana ʻia e AI i kēia manawa ke kuleana nui a ulu nei o nā mea e hiki ai i ka hana. Ua ʻike ʻia ka loiloi 2025 a Veracode ma waena o 100+ mau hiʻohiʻona he 55% wale nō o ke code i hana ʻia e AI i palekana, ʻo ia hoʻi, kokoke i ka hapalua o nā mea a pau a AI e kākau ai me nā nāwaliwali. A ʻaʻole wale kēlā mau nāwaliwali i maʻa mau: hoʻopunipuni nā mea kōkua coding AI i nā inoa pūʻolo, e hiki ai i nā hoʻouka kaua slopsquatting kahi e hoʻopaʻa inoa ai nā mea hoʻouka i ka hilinaʻi hallucinated ma mua a kali i kahi mea hoʻomohala a ʻelele paha e hoʻokomo iā ia.
Ua ulu like ka hoʻoweliweli o ke kaulahao lako. I Malaki 2026, ua hoʻopilikia nā mea hoʻouka i nā axios (kahi pūʻolo me nā hoʻoiho he 100 miliona i kēlā me kēia pule) ma ka hoʻopuka ʻana i nā mana i hoʻopōʻino ʻia i hoʻokuʻu i kahi trojan komo mamao. I ka manawa like, ʻo ka nā mea kōkua ollama a nā mea kōkua-ākena-openai nā hui i kuhikuhi pono ʻia i nā pūʻolo i hoʻohana ʻia i nā kahe hana hoʻomohala agentic, me ka ʻike ʻana i ka wā e hoʻokomo ai kahi luna AI i kahi hilinaʻi kūʻokoʻa, ʻaʻohe mea loiloi kanaka ma waena o ka pūʻolo ʻino a me ka hoʻokō ʻana.
ʻO ke kaiapuni hoʻomohala i kēia manawa he ʻili hoʻouka kaua ma kona pono ponoʻī. Ua hūnā ka hoʻolaha SkillLeak i kahi mea wehewehe palapala hōʻoia Chrome a me Edge i loko o kahi mākaukau MCP ma mua o kahi makau hoʻonohonoho, ʻike ʻole ʻia e kēlā me kēia scanner e kū ana ma hope o ka hoʻonohonoho ʻana. ʻO ka nāwaliwali o ka MCP-mamao RCE (CVE-2025-6514) ua pae i ka pae IDE ma mua o ka hiki ʻana o kekahi mea i kahi pipeline.
Nā mea hana palekana kuʻuna (SAST, SCA, DAST, ʻoiai ASPM) ua kūkulu ʻia no kahi honua kahi i kākau ai nā kānaka i ke code a ua hele mai nā pūʻolo mai nā papa inoa hilinaʻi. Ua hala kēlā honua. Pono nā mea hana palekana AI i ka makahiki 2026 e uhi i ʻelima mau ʻili i uhi hapa ʻia e nā mea hana kuʻuna a nalowale paha: ke code i hana ʻia e AI, nā mea hilinaʻi i ʻōlelo ʻia e AI, nā ʻelele AI a me kā lākou mau kelepona mea hana, nā kikowaena MCP a me nā hoʻohui IDE, a me nā kumu hoʻohālike a me nā ʻikepili ponoʻī. Hoʻoponopono nā mea kūʻai aku palekana AI ma kēia papa inoa i kēlā mau ʻili ma nā ʻano like ʻole a me nā hohonu like ʻole. Eia ke ʻano o kā lākou hoʻohālikelike ʻana.
Hoʻohālikelike wikiwiki: Nā Mea Hana Palekana AI Kiʻekiʻe no 2026
| Hana 'Ōlelo | Ka ʻIke ʻana i nā Waiwai AI | Hana ʻia ʻo AI Code Security | MCP / Palekana ʻAgentic | Ka Palekana o ke Kaulahao Hoʻolako | ASPM Kaʻaila | kumu kūʻai | Nā mea maikaʻi loa |
|---|---|---|---|---|---|---|---|
| ʻO Xygeni | AI-SPM piha — nā kumu hoʻohālike, nā ʻelele, nā kikowaena MCP, nā ʻikepili, nā mea hana coding AI | SAST + ʻike ʻana i nā polokalamu ʻino + AI AutoFix ma waena o ke code kanaka a me nā code i hana ʻia e AI | Papa inoa kikowaena MCP, hoʻokō ʻana i ka hopena Shield, ʻike ʻana i ka papa SkillLeak | Ka ʻike ʻana i nā polokalamu ʻino i ka manawa maoli, ka pale ʻana ma mua o ke kau inoa, ka ʻōlelo aʻo mua ʻana o MEW | ʻŌiwi — SAST, SCA, DAST, nā mea huna, CI/CD, AI-SPM ma kahi kahua hoʻokahi | Mai $33/mahina no kēlā me kēia mea hāʻawi; loaʻa ka pae manuahi | Nā hui e pono ai ka palekana AI piha piha mai ke code a i ka runtime ma kahi kahua hoʻokahi |
| ʻO Snyk | Kaupalena ʻia — ʻaʻohe waihona waiwai AI i hoʻolaʻa ʻia | SAST a SCA me nā manaʻo hoʻoponopono AI; ʻaʻohe ʻike ʻana i nā polokalamu ʻino | ʻAʻohe MCP a i ʻole ka uhi palekana ʻākena | ikaika SCA a me ke kūlike o ka laikini; ʻaʻohe ʻike ʻana i nā polokalamu ʻino ma mua o ke kau inoa | Hāʻawi ʻo Snyk AppRisk ASPM-māmā; ʻaʻole kahi kahua kūlana piha | No kēlā me kēia mea hāʻawi; piʻi nui no nā hui nui | Makemake nā hui hoʻomohala mua SCA a SAST me ka hoʻohui IDE ikaika |
| Palekana Aikido | ʻAʻohe ʻike waiwai AI i hoʻolaʻa ʻia | SAST a SCA ke uhi nei i nā ʻano code i hana ʻia e AI; ʻaʻohe ʻike malware | ʻAʻohe MCP a i ʻole ka uhi palekana ʻākena | SCA me ka hiki ke hiki aku; ʻaʻohe polokalamu hoʻopaʻa inoa mua a i ʻole ka polokalamu ʻino e hōʻike mua ana | Hoʻohui dashboard ma SAST, SCA, nā mea huna, IaC, ʻōpua | Moakaka; hoʻomaka ~$300/mahina no nā hui liʻiliʻi | Makemake nā SMB a me nā hui waena o ka mākeke i ka AppSec i hoʻohui ʻia ma ke kumukūʻai hiki ke loaʻa |
| ʻO ke code Cycode | ASPM-kālele ʻia; kekahi ʻike ʻia ʻana o nā mea hana AI ma o pipeline pākaʻi | SAST me nā manaʻo hoʻoponopono i kōkua ʻia e AI; ʻaʻohe ʻike malware i hoʻolaʻa ʻia | ʻAʻohe MCP a i ʻole ka uhi palekana ʻākena | SCA a pipeline security; ʻaʻohe ʻōlelo aʻo mua no ka polokalamu ʻino ma mua o ke kau inoa ʻana | ikaika ASPM — ka pilina ma waena SAST, SCA, nā mea huna, IaC | Ma muli o ka ʻōlelo; enterprisehoʻonohonoho ʻia | Enterprisemakemake ASPMka hoʻohui ʻana i alakaʻi ʻia ma nā mea hana AppSec he nui |
He aha e nānā ai ma kahi kahua palekana AI
ʻO nā pae hoʻohālikelike e pono ai no nā mea hana AppSec kuʻuna (pololei ʻike, CI/CD hoʻohui, hōʻike) e pili mau ana. Akā, pono nā mea hana palekana AI i ka makahiki 2026 e uhi i nā ʻike hou aʻe i hiki ʻole i ka hapa nui o nā ʻōnaehana loiloi ke hoʻokō.
- ka ʻike ʻana i nā waiwai AI ma waena o SDLC. ʻAʻole hiki iā ʻoe ke hoʻopaʻa i ka mea āu e ʻike ʻole ai. Pono kahi kahua palekana AI e ʻike i kēlā me kēia kumu hoʻohālike, ʻelele, kikowaena MCP, ʻikepili, a me nā mea hana coding AI e holo ana ma kāu hui, me nā mea a nā mea hoʻomohala i hoʻonohonoho ʻia ma kahi kūloko me ka ʻae ʻole ʻia. ʻAʻole ʻike ʻia ka hapa nui o ia mea ma ka ʻike ʻana o ke ao wale nō. E ʻimi i nā kahua e hiki ai i nā waihona code, kūkulu pipelines, a me nā wahi hoʻopau o ka mea hoʻomohala.
- Ka palekana no ke code i hana ʻia e AI. Hoʻolauna ke code i hana ʻia e AI i nā hemahema hōʻoia, nā hilinaʻi hallucinated, a me nā ʻano palekana ʻole ma kahi pālākiō a me ka wikiwiki ʻaʻole hiki i kekahi kaʻina loiloi kanaka ke hoʻohālikelike. SAST e hoʻomaopopo ana i nā ʻano hana i hana ʻia e AI, ʻaʻole wale nā code i kākau ʻia e ke kanaka, a me AutoFix e hoʻopuka ana i nā pani palekana ma kahi o ka hōʻailona wale ʻana i nā pilikia.
- MCP a me ka palekana o ke kaʻina hana ʻoihana. Hoʻopili pololei nā kikowaena MCP i nā mea kōkua AI i kāu mau mea hana, nā faila, nā API, a pipelines. Me ka ʻole o ka waihona, ka papa inoa ʻae, a me ka nānā ʻana i nā ʻano hana, he ʻili hoʻouka kaua i mālama ʻole ʻia lākou. E ʻimi i nā kahua e hiki ke ʻike i nā kikowaena MCP, hoʻokō i nā kulekele ma ka hopena, a ʻike i nā hoʻoweliweli papa mākaukau i hala ʻole i nā scanner kuʻuna.
- Ka ʻike ʻana i nā polokalamu ʻino ma mua o ke kau inoa. Traditional SCA Hoʻohālikelike nā mea hana me nā CVE i ʻike ʻia. Hoʻopuka ʻia a wehe ʻia nā pūʻolo ʻino e pili ana i nā mea hana AI i loko o nā hola, ʻoi aku ka wikiwiki ma mua o ka hoʻonui ʻana o nā waihona ʻikepili pūlima. E ʻimi i nā kahua e ʻike i nā hana ʻino i ka manawa hoʻopuka, ʻaʻole ma hope o ka hāʻawi ʻia ʻana o kahi CVE.
- Real ASPM hoopili ana. ʻOi aku ka maʻalahi o nā ʻike palekana AI ke hana ʻia i ka wā e pili ana i ka nānā ʻana o ka pae code, ka hōʻike ʻana i nā mea huna, CI/CD palekana, a me ka pōʻaiapili ʻoihana. ʻO kahi scanner AI kū hoʻokahi e hana ana i kahi papa inoa ʻike kaʻawale e hoʻohui i kahi mea hana ʻē aʻe e hoʻoponopono ai. ʻO kahi kahua e hoʻohui i ka palekana AI i loko o ka hoʻokele kūlana i hoʻohui ʻia e hana i kahi hiʻohiʻona i koho mua ʻia a hiki ke hana ʻia.
- Ka hopena hoʻomalu a me ka hoʻokō ʻana. Ke koi nei ke Kānāwai AI EU, NIST AI RMF, a me ISO/IEC 42001 i nā hui e palapala a hoʻokaʻawale i nā ʻōnaehana AI a lākou e hana nei. ʻO kahi kahua palekana AI e hana ana i kahi AI-BOM mākaukau no ka loiloi (kahi waihona hiki ke heluhelu ʻia e ka mīkini o kēlā me kēia waiwai AI me nā helu pilikia a me ka palapala ʻāina hoʻoponopono) e hoʻololi i ka hoʻokele kūlana i hōʻike hoʻokō.
Nā Paepae Palekana AI Kiʻekiʻe no 2026
1. Xygeni: Palekana AI piha-Stack mai ke code a i ka manawa holo
Laulä: ʻO Xygeni wale nō ke kahua ma kēia papa inoa i kūkulu ʻia e hoʻopaʻa i ka ʻili hoʻouka AI piha: ke code AI i hana ai, nā hilinaʻi āna e ʻōlelo ai, nā ʻelele e hana ana i loko pipelines, nā kikowaena MCP e hoʻopili ana i nā mea kōkua AI i nā mea hana hoʻomohala, a me nā kumu hoʻohālike a me nā ʻikepili e holo ana ma waena o ka SDLCUa ʻike ʻia ma ka 2026 Global InfoSec Awards no ka GenAI Application Security, a me kāna ASPM ua ʻike ʻia ka hopena ma ke ʻano he Hot Company ma ka hanana like.
Ma kahi e nānā ai nā mea kūʻai aku palekana AI ʻē aʻe i hoʻokahi papa (maʻamau SAST (me nā manaʻo hoʻoponopono AI) Uhi ʻo Xygeni i nā ʻili ʻelima ma o kahi kahua hoʻokahi: AI-SPM no ka ʻike ʻana i nā waiwai AI a me ka waihona, DevAI no ka palekana IDE-embedded a me ka automation agentic MCP-safe, CoreAI no ka nānā ʻana i ke kūlana a me ka hoʻonohonoho mua ʻana i ka hopena ʻoihana, Shield no ka hoʻokō ʻana i ka hopena o ka mea hoʻomohala, a me Malware Early Warning (MEW) no ka ʻike mua ʻana i nā pūʻolo ʻino ma mua o ka loaʻa ʻana o kahi CVE.
Nā Mana Palekana AI:
- AI-SPM (Hoʻokele Kūlana Palekana AI): Ke ʻike mau nei i kēlā me kēia waiwai AI ma waena o ka SDLC (nā kumu hoʻohālike, nā ʻelele, nā kikowaena MCP, nā ʻikepili, nā mea hana coding AI, a me nā papa hana AI) me nā helu pilikia, nā kiʻi pilina, a me kahi AI-BOM hiki ke hoʻokuʻu ʻia i kūlike me ke kānāwai EU AI, NIST AI RMF, a me ISO/IEC 42001. Hoʻohālikelike ʻia ka ʻike ʻana me OWASP Top 10 no nā noi LLM, Agentic Apps Top 10, a me MCP Top 10.
- DevAI: ʻO Agentic AI Security Copilot: ʻelele palekana i hoʻokomo ʻia e IDE e kālailai ana i ke code i hana ʻia e ke kanaka a me AI i ka manawa maoli, pili guardrails e hoʻōki ana i nā loli palekana ʻole, a hāʻawi koke i nā hoʻoponopono palekana i loko o nā IDE a me nā mea kōkua AI. Hoʻonohonoho palekana ka MCP Server i kūkulu ʻia i nā hana mai nā copilots a me nā ʻelele i ka wā e loiloi ana i ka pilikia hoʻoponopono, no laila e loaʻa i nā hui ka huahana o ka hoʻomohala ʻana i kōkua ʻia e AI me ka ʻole o nā wahi makapō palekana.
- CoreAI: ʻO AI Copilot no nā Alakaʻi Palekana: Hoʻololi i ka ʻikepili palekana i ʻāpana ʻia i ʻike maoli a me ka hana. ʻO ka ʻōlelo maʻamau no nā makaʻala, nā ʻano, a me nā nāwaliwali. Nā hōʻike mākaukau no nā luna hoʻomalu a me ka nānā ʻana i ke aupuni. Ka hoʻonohonoho mua ʻana i ka pilikia me nā wehewehe hopena ʻoihana.
- Palekana Malware a me MEW: ʻIke manawa maoli a me ka pale ʻana i nā pūʻolo ʻino ma o npm, PyPI, a me nā papa inoa ʻē aʻe, me nā hoʻoweliweli pre-signature i hana kuʻuna ʻia SCA ua hala loa nā mea hana. Nānā ʻo MEW (Malware Early Warning) i nā pūʻolo i paʻi hou ʻia a hōʻailona i nā hoʻoweliweli i ka wā i paʻi ʻia ai, ʻaʻole ma hope o ka hāʻawi ʻia ʻana o kahi CVE. Hoʻopuka ka hui noiʻi a Xygeni i nā ʻike hebedoma ma ka Malicious Code Digest.
- pale kaua: Hoʻokō ʻana i ka Endpoint a ka Mea Hoʻomohala: Kāohi i nā kikowaena MCP i ʻae ʻole ʻia, hōʻole i nā hilinaʻi ʻino ma mua o ke kau ʻana, a hoʻokaʻawale i nā endpoint i hoʻopilikia ʻia ma mua o ka laha ʻana o kahi hanana. ʻIke i nā hoʻoweliweli papa SkillLeak (nā mea wehewehe hōʻoia i hūnā ʻia i loko o nā mākau MCP ma mua o ke kau ʻana hooks) ʻike ʻole ʻia e nā scanner e kū ana ma hope o ke kau ʻana.
- SAST me ka AI AutoFix: ʻO ka loiloi static holomua e uhi ana i nā code i kākau ʻia e ke kanaka a me nā code i hana ʻia e AI, i hui pū ʻia me ka ʻike akamai ʻana i nā polokalamu ʻino. Hoʻopuka ʻo AI AutoFix i nā hoʻoponopono palekana a ʻike pono i ka pōʻaiapili i hāʻawi pololei ʻia i pull requests, me ka uhaki ʻana i ka ʻike hoʻololi a me nā wehewehe hoʻoponopono.
Pricing: Standard hoʻolālā mai €330/mahina no 10 mau mea hāʻawi (€33/mea hāʻawi/mahina), uku ʻia i kēlā me kēia makahiki. Loaʻa ka pae manuahi, ʻaʻohe kāleka hōʻaiʻē e pono ai
hoʻokau ':
- Ma ke ʻano he mea komo hou, ʻaʻole i hāpai ʻo Xygeni i ka wāwae hōʻike loiloi o nā mea kūʻai aku kahiko, kahi mea e noʻonoʻo ai no nā mea kūʻai e koho nui ana ma ke kūlana ʻo Gartner a i ʻole Forrester.
- ʻOi aku ka ikaika o ka moʻolelo palekana AI piha i ka wā e holo ana i ka paepae holoʻokoʻa; ʻo nā hui e hoʻohana ana i nā modula pākahi wale nō e loaʻa ka liʻiliʻi o ka pōmaikaʻi pilina cross-signal.
Ke laina lalo: ʻO Xygeni ke koho kūpono no ka palekana a me nā hui DevSecOps e pono ai ke hoʻopaʻa i ka AI ma o ka ʻaoʻao piha SDLC (mai ke code AI e kākau ana i nā ʻelele e hana ana i loko pipelines) me ka ʻole o ka humuhumu ʻana i ʻelima mau mea hana kaʻawale a i ʻole ka uku ʻana enterprise-nā kumukūʻai wale nō e hoʻomaka ai.
2. Snyk: Nā Manaʻo Palekana Hoʻomohala-Mua me nā Manaʻo Hoʻoponopono AI
Laulä: ʻO Snyk kekahi o nā kahua palekana hoʻomohala i hoʻohana nui ʻia, me ka ikaika SAST a SCA nā hiki a me kahi ala hoʻohui mua-mea hoʻomohala. I nā makahiki i hala iho nei, ua hoʻohui ʻo ia i nā manaʻo hoʻoponopono i kōkua ʻia e AI a hoʻonui ʻia i loko ASPM-mālamalama ma o Snyk AppRisk. Ua hoʻokumu maikaʻi ʻia ma ka mākeke a ua ʻike nui ʻia e nā mea loiloi.
Key Hiʻona:
- SAST a SCA me ka uhi ʻōlelo ākea a me ka hoʻohui IDE ikaika
- Nā manaʻo hoʻoponopono AI i hāʻawi ʻia i ke kaʻina hana hoʻomohala
- ʻO Snyk AppRisk no ka waihona waiwai a me ka hoʻonohonoho mua ʻana i ka pilikia ma nā mea hana ponoʻī a Snyk
- Ka mālama ʻana i nā laikini a me ke aupuni open source
- ikaika CI/CD nā hoʻohui ʻana ma waena o GitHub, GitLab, Jenkins, a me Azure DevOps
Con:
- ʻAʻole i helu ʻia nā waiwai AI i hoʻolaʻa ʻia, nā kumu hoʻohālike, nā ʻelele, a me nā kikowaena MCP
- ʻAʻohe MCP a i ʻole ka uhi palekana ʻākena
- ʻAʻohe ʻike ʻana i ka polokalamu ʻino ma mua o ke kau inoa ʻana, hilinaʻi ʻia ma nā waihona ʻikepili CVE ma mua o ka nānā ʻana i ka hana
- ʻO Snyk AppRisk kahi ASPMpapa māmā, ʻaʻole kahi kahua kūlana piha
- Piʻi nui ke kumukūʻai no nā hui nui a me ke komo ʻana i ka paepae piha
- ʻAʻohe ʻike ʻana o ka malware no nā hoʻoweliweli kaulahao lako e kuhikuhi pono ana i nā mea hana AI
Pricing: No kēlā me kēia mea hāʻawi me ke kumukūʻai e pili ana i ka module. Pono ke komo piha ʻana i ka paepae i nā kau inoa huahana he nui. ʻAʻohe kumukūʻai ākea āpau.
Ke laina lalo: He koho ikaika ʻo Snyk no nā hui hoʻomohala mua e pono ai SCA a SAST me ka hoʻohui IDE maikaʻi a me nā manaʻo hoʻoponopono i kōkua ʻia e AI. Nā hui e pono ai e hoʻopaʻa i ka papa AI o kā lākou SDLC (nā ʻelele, nā kikowaena MCP, ka waihona waiwai AI) pono e hoʻohui nui iā ia.
3. Palekana Aikido: AppSec i hoʻohui ʻia no nā hui mākeke waena
Laulä: ʻO Aikido Security kahi kahua AppSec i kūkulu ʻia no nā hui waena e makemake ana i ka uhi palekana i hoʻopaʻa ʻia (SAST, SCA, ka ʻike ʻana i nā mea huna, IaC, DAST, a me ka nānā ʻana i nā ipu) ma kahi kahua hoʻokahi a hiki ke komo. Hoʻokūkū ia ma ka maʻalahi, ke kumukūʻai moakaka, a me ka laulā o ka uhi ʻana ma mua o ka hohonu i kekahi hiki hoʻokahi.
Key Hiʻona:
- Hoʻohui dashboard ma SAST, SCA, nā mea huna, IaC, DAST, a me ka nānā ʻana i nā ipu
- Ma muli o ka hiki ke hiki SCA ka hoʻoikaika ʻana e hōʻemi i ka walaʻau
- Nā manaʻo hoʻoponopono i kōkua ʻia e AI ma nā ʻano huli
- Kumukūʻai moakāka me kahi pae manuahi no nā hui liʻiliʻi
- Nā hoʻohui ikaika me GitHub, GitLab, Bitbucket, a me Jira
Con:
- ʻAʻohe ʻike waiwai AI i hoʻolaʻa ʻia, ʻaʻohe waihona o nā kumu hoʻohālike, nā ʻelele, nā kikowaena MCP, a i ʻole nā ʻikepili
- ʻAʻohe MCP a i ʻole ka uhi palekana ʻākena
- ʻAʻohe ʻike ʻana i ka polokalamu ʻino ma mua o ke kau inoa a i ʻole ka ʻōlelo aʻo mua no nā hoʻoweliweli kaulahao lako e kuhikuhi ana i nā mea hana AI
- ASPM ʻoi aku ka palena o nā hiki ma mua o nā kahua hoʻokele posture i hoʻolaʻa ʻia
- ʻAʻole kūpono no enterprise- nā hoʻolaha hoʻonui me nā koi hoʻokō paʻakikī
Pricing: Ke hoʻomaka nei ke kumukūʻai moakāka ma kahi o $300/mahina no nā hui liʻiliʻi. Loaʻa ka pae manuahi.
Ke laina lalo: He kūpono loa ʻo Aikido Security no nā SMB a me nā hui waena-mākeke e makemake ana i ka uhi ākea o AppSec ma ke kumukūʻai hiki ke loaʻa me ka ʻole o ka paʻakikī o enterprise nā kahua. No nā hui e pono ai e hoʻopaʻa i nā ʻelele AI, nā kikowaena MCP, a i ʻole ke code i hana ʻia e AI ma ka hohonu, ʻaʻole i hoʻonui ʻia kona uhi ʻana i kēlā mau ʻili.
4. Kōkuhi Siko: ASPM-Hoʻohuihui alakaʻi no Enterprise AppSec
Laulä: ʻO Cycode kahi application security posture management kahua i kūkulu ʻia no enterprise nā hui e pono e hoʻohui i nā ʻike mai nā mea hana AppSec he nui i loko o kahi hiʻohiʻona pilikia i hoʻokahi ʻia. ʻO kona ikaika ka pilina, e ʻai ana i nā ʻike mai SAST, SCA, nā mea huna, IaC, a pipeline security nā mea hana a me ka hana ʻana i kahi hiʻohiʻona i koho mua ʻia a wehe ʻia ke kope ma o ka papahana piha. Ua loaʻa iā CyberArk i ka makahiki 2024.
Key Hiʻona:
- ikaika ASPM: ka pilina ma waena SAST, SCA, nā mea huna, IaC, a CI/CD ʻike
- Nā manaʻo hoʻoponopono i kōkua ʻia e AI i loko o ka paepae
- Pipeline security ke nānā ʻana no CI/CD nā hoʻonohonoho hewa
- Palapala hoʻolālā hoʻokō a me ka hōʻike hoʻokele
- Hoʻohui ākea me nā mea hana AppSec ʻaoʻao ʻekolu
Con:
- ʻAʻohe ʻike waiwai AI i hoʻolaʻa ʻia, ʻaʻole nā kumu hoʻohālike, nā ʻelele, a me nā kikowaena MCP i loko o ka waihona.
- ʻAʻohe MCP a i ʻole ka uhi palekana ʻākena
- ʻAʻohe ʻike ʻana o ka polokalamu ʻino ma mua o ke kau inoa no nā hoʻoweliweli kaulahao lako e kuhikuhi ana i nā mea hana AI
- Enterprisekumukūʻai i hoʻonohonoho ʻia me ka ʻole o ka pae lawelawe ponoʻī lehulehu
- ʻO ka hoʻohui ʻana ma hope o ka loaʻa ʻana me CyberArk e hoʻopilikia paha i ka palapala alanui a me ke kuhikuhi huahana
Pricing: Ma muli o ka ʻōlelo, enterpriseʻAʻohe kumukūʻai lehulehu a i ʻole ka hoʻāʻo lawelawe ponoʻī.
Ke laina lalo: He koho maikaʻi ʻo Cycode no enterprisenā mea e makemake ai ASPMka hoʻohui ʻana ma o kahi papahana AppSec multi-tool e kū nei. ʻO nā hui e pono e hoʻonui i ka palekana i ka papa AI (ʻike waiwai AI, palekana MCP, pale kahe hana agentic) e ʻike i nā hakahaka e pono ai nā mea hana hou.
No ke aha ʻo Xygeni e kū ai i waena o nā mea kūʻai aku palekana AI i ka makahiki 2026
Uhi kēlā me kēia mea hana ma kēia papa inoa i kekahi hapa o ka pilikia palekana AI. Lawe mai ʻo Snyk lāua ʻo Aikido i ka ikaika SAST a SCA nā kahua me Hoʻoponopono i kōkua ʻia e AILawe mai ʻo Cycode enterprise ASPM a me ka hoʻopaʻa ʻana. Akā, ʻaʻohe o lākou e uhi ana i ka ʻili hoʻouka kaua AI e wehewehe ana i ke ʻano hoʻoweliweli i ka makahiki 2026: nā waiwai AI ponoʻī.
ʻAʻohe ala ʻōnaehana o ka hapa nui o nā hui e hoʻolaha ana i nā mea kōkua coding AI, nā kikowaena MCP, a me nā ʻelele kūʻokoʻa e ʻike ai i ka mea a AI e holo nei i ko lākou wahi, loiloi i kona pilikia, hoʻokō i nā kulekele ma ka hopena, a i ʻole e ʻike i nā hoʻouka kaua kaulahao lako i hana kūikawā ʻia e kuhikuhi i nā mea hana AI. ʻO ia ka hakahaka i kūkulu ʻia ʻo Xygeni e pani.
ʻO ka hui pū ʻana o AI-SPM no ka ʻike ʻana i nā waiwai AI mau, ʻo DevAI no ka palekana IDE-embedded a me ka automation agentic MCP-safe, MEW no ka ʻike ʻana i nā polokalamu ʻino ma mua o ke kau inoa, a me Shield no ka hoʻokō ʻana i ka hopena o ka mea hoʻomohala e hāʻawi i nā hui palekana i ka ʻike a me ka mana ma nā ʻelima āpau. Nā ʻili hoʻouka kaua AI, me ka ʻole o ke koi ʻana iā lākou e humuhumu pū i nā mea hana kaʻawale no kēlā me kēia.
A me ke kumukūʻai i kūkulu ʻia no nā hui mākeke waena ma mua o enterprisenā kālā wale nō a me kahi pae manuahi e koi ʻole ai i ke kāleka hōʻaiʻē, ʻO Xygeni ʻo ia wale nō ka paepae ma kēia papa inoa kahi e hiki ai i kekahi hui ke hoʻomaka e hoʻopaʻa i kā lākou ʻili hoʻouka AI i kēia lā.
Pinepine ninau ninaninau 'ana i
He aha ka ʻokoʻa ma waena o nā mea hana palekana AI a me nā mea hana AppSec kuʻuna?
Nā mea hana AppSec kuʻuna (SAST, SCA, DAST) i kūkulu ʻia e hoʻopaʻa i ke code i kākau ʻia e ke kanaka a me nā nāwaliwali hilinaʻi i ʻike ʻia. Hoʻonui nā mea hana palekana AI i kēlā laulā e uhi i ka ʻili hoʻouka kaua AI-kikoʻī: nā kumu hoʻohālike a me nā ʻikepili, nā mea hana AI e hana ana i loko pipelines, nā kikowaena MCP e hoʻopili ana i nā mea kōkua AI i nā mea hana hoʻomohala, nā ʻano code i hana ʻia e AI, a me nā hoʻouka kaua kaulahao lako i hana kūikawā ʻia e kuhikuhi i nā kahe hana AI. ʻAʻole i kūkulu ʻia ka hapa nui o nā mea hana kuʻuna e hoʻomaopopo i ke ʻano o kahi kumu hoʻohālike, ka mea hiki i kahi ʻākena ke hana, a i ʻole ka mea hiki i kahi kikowaena MCP ke hiki.
ʻO wai nā mea kūʻai aku palekana AI e uhi ana i ka palekana MCP?
Ma waena o nā kahua ma kēia papa inoa, ʻo Xygeni wale nō ka mea kūʻai aku me ka uhi palekana MCP i hoʻolaʻa ʻia, me ka waihona kikowaena MCP ma o AI-SPM, ka hoʻokō ʻana i nā kulekele ma ka hopena o ka mea hoʻomohala ma o Shield, a me ka ʻike ʻana i nā hoʻoweliweli papa mākaukau e like me SkillLeak e hūnā ana i ka hana ʻino i loko o nā mākau MCP ma mua o ka hoʻokomo ʻana. hooks.
Ke pani nei nā mea hana palekana AI SAST a SCA?
ʻAʻole, hoʻonui nā mea hana palekana AI SAST a SCA ma mua o ka hoʻololi ʻana iā lākou. Hoʻohui nā kahua maikaʻi loa i nā hiki palekana AI me nā kuʻuna SAST, SCA, ka ʻike ʻana i nā mea huna, IaC, a me DAST, e hoʻopili ana i nā ʻike mai nā kumu āpau i kahi hiʻohiʻona kūlana i hoʻohui ʻia. ʻO nā hui e holo ana i ka palekana AI ma kahi kaʻawale, me ka ʻole o ka hoʻopili ʻana iā ia i kā lākou papahana AppSec e kū nei, nalowale ka pilina cross-signal e hoʻopololei ai i ka prioritization.
He aha kaʻu e nānā ai i ka loiloi ʻana i nā mea hoʻolako palekana AI?
ʻO nā hiki ʻeono koʻikoʻi e loiloi ai: ʻO ka ʻike ʻana i nā waiwai AI e hiki aku ana i loko o ka SDLC ma mua o ka hilinaʻi wale ʻana i nā consoles ao; palekana no ke code i hana ʻia e AI, ʻaʻole wale nā ʻano i kākau ʻia e ke kanaka; MCP a me ka uhi ʻana o ke kahe hana agentic; ʻike mua ʻana i nā polokalamu ʻino no nā hoʻoweliweli kaulahao lako e kuhikuhi ana i nā mea hana AI; maoli ASPM ka pilina e hoʻopili ai i nā ʻike palekana AI i ka pae code a pipeline pilikia; a me ka hopena hoʻokele, kahi AI-BOM hiki ke hoʻokuʻu ʻia aku no nā mea loiloi a me enterprise nā mea kūʻai mai.
