Parasoft(link is external) is showcasing its latest product innovations at embedded world Exhibition, booth 4-318(link is external), including new GenAI integration with Microsoft Visual Studio Code (VS Code) to optimize test automation of safety-critical applications while reducing development time, cost, and risk.
In the previous chapter of this WhiteHat Security series, we recommended applying signatures and expirations to limit the life of derived security assertions. This is relevant for Twelve-Factor App’s Step 9, which focuses on disposability i.e. apps built using the twelve-factor methodology can be started or stopped at a moment’s notice.
Step 10 highlights DEV/product parity and relates to keeping development, staging and production as similar as possible.
Start with Security and the Twelve-Factor App - Step 1
Start with Security and the Twelve-Factor App - Step 2
Start with Security and the Twelve-Factor App - Step 3
Start with Security and the Twelve-Factor App - Step 4
Start with Security and the Twelve-Factor App - Step 5
Start with Security and the Twelve-Factor App - Step 6
Start with Security and the Twelve-Factor App - Step 7
Start with Security and the Twelve-Factor App - Step 8
Start with Security and the Twelve-Factor App - Step 9
Defining DEV/Product Parity in the Twelve-Factor App
The tenth factor, DEV/product parity, suggests keeping development, staging and production as similar as possible. According to 12.factor.net, historically there have been significant gaps between development, edits to a local deploy of the app and production.
The twelve-factor app is designed for continuous deployment by keeping the gap between these as small and similar as possible.
Applying Security to Step 10
The Twelve-Factor app methodology puts a lot of emphasis on keeping services the same between the various phases of the product development lifecycle. However, when striving for DEV/prod parity as you move through the Twelve-Factors, it’s important that product secrets are not shared. Uber found this out the hard way when it stored a sensitive database key(link is external) on a public GitHub page.
■ Enforce the separation of duties. This means that DEV can’t see any secrets in QA, QA can’t see any secrets in STAGE, and STAGE can’t see any secrets in PROD.
■ Replicate security services. Simply put, product security services must be replicated in the DEV, QA, and STAGE processes.
Industry News
JFrog announced general availability of its integration with NVIDIA NIM microservices, part of the NVIDIA AI Enterprise software platform.
CloudCasa by Catalogic announce an integration with SUSE® Rancher Prime via a new Rancher Prime Extension.
MacStadium(link is external) announced the extended availability of Orka(link is external) Cluster 3.2, establishing the market’s first enterprise-grade macOS virtualization solution available across multiple deployment options.
JFrog is partnering with Hugging Face, host of a repository of public machine learning (ML) models — the Hugging Face Hub — designed to achieve more robust security scans and analysis forevery ML model in their library.
Copado launched DevOps Automation Agent on Salesforce's AgentExchange, a global ecosystem marketplace powered by AppExchange for leading partners building new third-party agents and agent actions for Agentforce.
Harness completed its merger with Traceable, effective March 4, 2025.
JFrog released JFrog ML, an MLOps solution as part of the JFrog Platform designed to enable development teams, data scientists and ML engineers to quickly develop and deploy enterprise-ready AI applications at scale.
Progress announced the addition of Web Application Firewall (WAF) functionality to Progress® MOVEit® Cloud managed file transfer (MFT) solution.
Couchbase launched Couchbase Edge Server, an offline-first, lightweight database server and sync solution designed to provide low latency data access, consolidation, storage and processing for applications in resource-constrained edge environments.
Sonatype announced end-to-end AI Software Composition Analysis (AI SCA) capabilities that enable enterprises to harness the full potential of AI.
Aviatrix® announced the launch of the Aviatrix Kubernetes Firewall.
ScaleOps announced the general availability of their Pod Placement feature, a solution that helps companies manage Kubernetes infrastructure.
Cloudsmith raised a $23 million Series B funding round led by TCV, with participation from Insight Partners and existing investors.
IBM has completed its acquisition of HashiCorp, whose products automate and secure the infrastructure that underpins hybrid cloud applications and generative AI.