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Tuesday, March 24, 2026

The 2026 Cloud-Native Developer Survey: Monitoring Adoption and Maturity in Platform Engineering


A current survey of greater than 400 skilled builders worldwide explored their experiences with platform engineering instruments throughout three important domains: workflow automation, software supply, and safety and compliance administration

The applied sciences featured have been chosen by the Cloud Native Computing Basis and its Finish Consumer Neighborhood based mostly on relevance and significance to the cloud-native panoramaThe report charges instruments on usefulness, outlined as how nicely a expertise meets mission necessities, and maturity, which pertains to its stability and reliabilityBased mostly on these rankings, utilization, and advice chance, the applied sciences are categorized into three teams: UndertakeTrial, and Assess. ‘Undertake’ applied sciences are thought of dependable for many use instances, ‘Trial’ instruments are price exploring for particular wants, and ‘Assess’ applied sciences require cautious analysis earlier than deployment.

This analysis offers an important barometer for figuring out which platform engineering instruments are gaining momentum amongst skilled builders and helps determine rising patterns in expertise adoption.

Technology Radar Highlights

The report highlights a number of key applied sciences positioned for adoption by cloud-native groupsIn software supply, Helm, Backstage, and kro are positioned within the ‘undertake’ place on the expertise radarFor workflow automation, a bigger group of 5 applied sciences made the ‘undertake’ record: GitHub Actions, Armada, Buildpacks, Jenkins, and ArgoCDLastly, the safety and compliance administration radar identifies Keycloak, Open Coverage Agent (OPA), and cert-manager as ‘undertake’ applied sciences.Workflow Automation: Maturity and Philosophical Suggestions

The workflow automation class reveals a nuanced image of reliability and developer sentimentArmada acquired the best maturity rankings, with 96% of acquainted builders offering a 4- or 5-star rankingNonetheless, each GitHub Actions and the veteran software Jenkins noticed the next proportion of 5-star rankings (45% and 47%, respectively)Whereas Armada is considered as a extremely dependable and secure expertise, GitHub Actions and Jenkins—which possess a considerably bigger person base with greater tenure—are exceeding expectations for a better proportion of their customersThis near-universal excessive ranking for Armada could recommend self-selection for customers whose wants completely align with its options, but it solidly secures its place as an ‘undertake’ expertise.

By way of suggestions, GitHub Actions is the clear chief, with 91% of builders recommending it, and greater than half (53%) being ‘extremely doubtless’ to suggest it, reflecting a extremely happy developer viewers pushed by sturdy usefulness and maturity scoresConversely, Jenkins illustrates a counteracting drive: older instruments could also be seen as much less attention-grabbingRegardless of excessive maturity rankings and vast utilization, its usefulness rating was much less spectacular, which suggests builders could give attention to its weaknesses or gaps in comparison with newer alternate optionsThis desire for newer instruments can be mirrored within the excessive advice rating for Crossplane, which performs strongly on maturity however decrease on usefulnessThis means that builders are supporting the aspirational improvement philosophy of utilizing Kubernetes APIs to deal with all the things, recommending the strategy fairly than simply the present capabilities of the software.Software Supply and Provide-Chain Safety Maturity

In software supply, Helm maintains a agency main place in maturity rankings (94% 4- or 5-star rankings, 49% 5-star)Notably, Helm can be probably the most extensively adopted expertise amongst software supply instruments (34%), confirming that its maturity is acknowledged throughout a broad developer viewersThe comparatively new software, kro, secured the second-highest maturity rankingIts sturdy efficiency, composed primarily of 4-star critiques (56%), suggests builders view it as dependable and secure—doubtless because of its connection to the Kubernetes mission—however are reserving 5-star rankings till it has extra time to ascertain itself. kro additionally has the best proportion of doubtless suggestions from these aware of it, at 91%. This excessive stage of advice appears to additional mirror a person base that has quite a lot of hope and pleasure about its future. 

For safety and compliance administration, cert-manager leads on maturity with 87% of acquainted builders giving a 4- or 5-star rankingThis success factors to its efficient implementation strategy as a important but invisible infrastructure part as soon as configuredNonetheless, instruments important for supply-chain integrity present a broader hesitancyin-toto ranks final in maturity (55% 4- or 5-stars) however receives no unfavourable rankings, as an alternative having a big proportion of 3-star rankings (45%)This implies a ‘cautious neutrality’ probably stemming from the deep pipeline integration required, main builders to really feel they lack adequate hands-on expertise to completely assess its stabilitySigstore, which offers infrastructure for instruments like in-toto, additionally acquired a equally low maturity rankingMixed, this means that the tooling on this important safety space should still be ready to show itself at scale in builders’ operations.

The report famous that Financial institution-Vaults is the expertise that receives the best proportion of suggestions on this class from these aware of it, with 98% being both doubtless or extremely prone to suggest it. BankVaults’ excessive advice price doubtless displays its captive viewers amongst HashiCorp Vault customers, for whom it’s an nearly computerized advice, given how considerably it simplifies an in any other case advanced integration. Keycloak additionally sees a really excessive price of advice, 95%, amongst these aware of it. Keycloak has the most important variety of customers among the many respondent builders and is a extra established software, notably for enterprise options, for dealing with id and entry administration each past and inside Kubernetes environments. Given the vast adoption and utility throughout environments, builders are seeing many causes to suggest it to others.

Platform Possession and the AI Workflow Problem

The survey additionally offered insights into organizational buildings for inner platformsThe commonest strategy reported was having a number of groups collaboratively deal with platform capabilities (41%)In the case of managing the rising problem of AI workflows, most organizations are utilizing a hybrid platform strategy (35%).

Nonetheless, the delegation of platform duties creates stark variations in AI adoption techniqueFor organizations the place a number of groups deal with the platform, a hybrid strategy turns into considerably extra widespread (46%), probably as a result of a single unified platform possession is missingIn distinction, builders working at organizations with a platform crew that builds inner customized platforms are the one group almost definitely to have prolonged their present platform to assist AI workflows (28% over 25% hybrid)These groups, with full management over their inner platform, are greatest positioned to combine AI capabilities instantlyThey’re additionally the least prone to develop a separate devoted AI platform (11%), suggesting that fragmentation is incongruent with the perfect of a customized, unified systemOrganizations that primarily curate third-party instruments or permit particular person crew selection present a near-identical and break up distribution throughout devoted, hybrid, and vendor platformsThis implies each teams are pushed by particular developer requests for capabilities, fairly than a broad philosophy of platform consolidation.

The survey was developed by SlashData, an AI analyst agency with 20 years of expertise monitoring software program expertise developments, with help from the Steady Supply Basis.

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