
DevSecOps has reworked software program growth, taking safety from a bolted-on afterthought to an integral a part of the method. Safety selections and implementation now occur in actual time alongside growth.
DevSecOps success hinges on choosing the proper safety instruments and embedding them at each stage of the software program growth lifecycle (SDLC) — from preliminary code commits to deployment and runtime monitoring. These instruments have to be each highly effective sufficient to catch vulnerabilities and intuitive sufficient for builders to embrace. The mistaken instruments create bottlenecks and resistance, whereas the fitting ones improve present workflows. In at this time’s fast growth atmosphere, this selection could make or break DevSecOps implementation.
Let us take a look at 12 fashionable developer-focused instruments, all providing free or open supply tiers, that display how trendy DevSecOps can improve reasonably than impede the event course of.
The next DevSecOps instruments have been chosen based mostly on firsthand expertise and consulting with purchasers. It’s ordered by the phases of the SDLC.

IriusRisk
Risk modeling is more and more important in trendy software program growth. IriusRisk is an automatic risk modeling platform that helps groups establish and mitigate safety dangers early within the SDLC based mostly on system structure diagrams and questionnaires. The platform stands out for its potential to scale risk modeling throughout giant organizations whereas sustaining consistency and decreasing the handbook effort historically required for safety evaluation.
Further IriusRisk options embody the next:
- Constructed-in safety requirements. Incorporates main safety requirements, equivalent to OWASP, NIST and Mitre, serving to guarantee compliance with trade greatest practices.
- Integration capabilities. Integrates with fashionable growth instruments, equivalent to Jira, GitHub and Jenkins.
- Reusable parts library. Maintains a complete library of risk patterns and countermeasures that may be shortly utilized to new tasks.
- Threat visualization. Offers clear visible representations of safety dangers and their potential impression on the system.
- Collaborative options. Allows safety and growth groups to work collectively successfully on risk evaluation and mitigation methods.
IriusRisk provides a free Group version and paid Enterprise version. The Group version, obtainable as SaaS, consists of the creation of as much as three risk fashions, in addition to entry to its AI assistant. The Enterprise version, obtainable as SaaS or on-premises, consists of limitless customers and a purchasable quantity of risk fashions. Contact IriusRisk for pricing.
Semgrep
For complete static software safety testing, organizations can use Semgrep, which mixes highly effective code evaluation with dependency and secrets and techniques scanning capabilities. A standout function is its intuitive strategy to customized rule creation. Builders can copy and paste code patterns they wish to discover and add placeholders for variables, and Semgrep semantically matches comparable patterns throughout the codebase. This function makes it helpful for imposing company-specific coding requirements and discovering enterprise logic flaws.
Devs can even use Semgrep to investigate particular person API specs and scan lots of of repositories concurrently on the enterprise degree.
Further Semgrep options embody the next:
- Lowered false positives. Context-aware scanning understands code construction reasonably than simply sample matching, resulting in extra correct and actionable outcomes.
- Customized requirements enforcement. Create and preserve organization-specific coding requirements and safety guidelines via intuitive sample matching.
- Steady integration/steady supply integration. Offers present CI/CD workflows with help for main CI platforms and API entry for customized integrations.
The free model of Semgrep offers entry to open supply guidelines, customized rule creation and CI integration, making it appropriate for particular person builders and small groups.
Semgrep provides paid enterprise choices: Semgrep Code at $40 per contributor per thirty days, Semgrep Provide Chain at $40 per contributor per thirty days and Semgrep Secrets and techniques at $20 per contributor per thirty days, in addition to personalized pricing. The primary 10 contributors for Semgrep Code and Semgrep Provide Chain are free. Paid options, which could not be obtainable in all, embody superior secrets and techniques scanning to detect hardcoded credentials and tokens, software program composition evaluation to establish weak dependencies, role-based entry management and precedence help. The dependency scanner identifies outdated or weak packages and offers actionable improve paths. The paid choices additionally embody provide chain security measures, compliance reporting and API entry for customized integrations.
Snyk
As organizations grapple with the exponential progress of open supply dependencies and containerized functions, Snyk has emerged as a number one developer-first safety platform that seamlessly integrates vulnerability administration into present growth workflows.
What units Snyk aside is its give attention to actionable intelligence. Quite than overwhelming builders with limitless vulnerability lists, it prioritizes dangers based mostly on exploitability and offers clear improve paths and automatic fixes. The platform’s power lies in its complete protection throughout the software program provide chain, scanning the whole lot from package deal dependencies and container pictures to infrastructure as code (IaC) configurations.

Key Snyk options embody the next:
- Developer-native workflows. Integrates straight into built-in developer environments, Git repositories and CI/CD pipelines with out disrupting developer workflows.
- Clever prioritization. Makes use of exploit maturity information to give attention to vulnerabilities that really matter, decreasing alert fatigue.
- Automated repair technology. Mechanically creates pull requests with dependency upgrades or patches for one-click vulnerability decision.
- Complete scanning. Covers open supply dependencies, container pictures, IaC templates and code repositories in a unified platform.
- Safety schooling. Offers inline studying with vulnerability explanations and safe coding steerage.
- License compliance. Displays open supply license utilization and flags potential compliance points.
Snyk provides a free tier for particular person builders and small groups that features vulnerability scanning for open supply dependencies, primary container scanning and restricted IaC evaluation, making it accessible for particular person builders and small groups. The paid tiers — Snyk Crew at $25 per thirty days per developer and Snyk Enterprise at a customized worth — add enterprise options equivalent to superior container safety, complete IaC protection, proprietary code evaluation and group collaboration instruments.
ZAP and StackHawk
Zed Assault Proxy, or ZAP, is without doubt one of the world’s most generally used open supply internet software safety scanners. Created by OWASP and now supported by Checkmarx, it acts as a man-in-the-middle proxy to intercept and examine messages between consumer and internet software. Key options embody automated vulnerability scanning, passive scanning whereas searching, internet crawling and a REST API.
ZAP is thought for its intensive neighborhood help, lively growth and integration capabilities with CI/CD pipelines. It is utilized by organizations of all sizes, from small groups to main enterprises.
StackHawk is constructed on ZAP’s core engine, modernizing and streamlining safety testing for DevSecOps workflows. It enhances ZAP’s capabilities with the next:
- Native CI/CD integration, particularly with GitHub Actions.
- Trendy API safety testing options.
- Simplified configuration and setup.
- Crew collaboration options.
- Enhanced reporting and dashboard performance.
- Higher dealing with of contemporary authentication strategies.
Whereas ZAP stays the go-to free choice for internet safety testing, StackHawk has gained traction amongst organizations on the lookout for a extra polished, enterprise-ready product with devoted help. StackHawk’s give attention to developer-first safety testing and API scanning has made it notably fashionable amongst groups adopting DevSecOps greatest practices.
Each instruments preserve robust reputations within the safety neighborhood, with ZAP being particularly fashionable for its reliability and intensive function set.
StackHawk provides paid tiers. Professional, at $49 per code contributor per thirty days, has a 20-contributor minimal. Enterprise, at $59 per code contributor per thirty days, has a 25-contributor minimal. Organizations with groups of greater than 50 code contributors can contact StackHawk for a customized quote.
42Crunch
As APIs turn out to be the spine of contemporary functions, specialised API safety testing has advanced from nice-to-have to mission-critical. 42Crunch addresses this problem by offering complete API safety testing that focuses particularly on vulnerabilities that conventional software safety instruments typically miss.
The platform’s power lies in its deep understanding of API specs and enterprise logic — a real shift-left strategy that permits it to establish complicated flaws like damaged object-level authorization and API-specific injection assaults that generic scanners usually overlook.

Key options of 42Crunch embody the next:
- OpenAPI-native safety. Makes use of OpenAPI specs to carry out deep safety evaluation and establish specification-to-implementation gaps.
- API discovery and stock. Mechanically discovers and catalogs APIs throughout environments, offering visibility into shadow APIs and undocumented endpoints.
- Enterprise logic testing. Analyzes complicated API workflows and enterprise logic flaws that require an understanding of the appliance context.
- Runtime API safety. Offers real-time API visitors evaluation and blocking capabilities throughout manufacturing.
- Developer-friendly integration. Works with CI/CD pipelines and offers clear, actionable remediation steerage.
42Crunch provides each SaaS and on-premises deployment choices, with a free tier that features primary API safety auditing and restricted testing capabilities for a single person. The instrument has three paid tiers: Single Person at $15 per thirty days per single person, Groups at $375 per thirty days for as much as 25 customers and Enterprise at a customized worth.
GitGuardian
GitGuardian helps organizations stop pricey information breaches by robotically detecting and securing delicate data, together with API keys, credentials and different secrets and techniques, throughout their complete SDLC. Its highly effective scanning engine integrates with present workflows and instruments, monitoring repositories, commits and pull requests in actual time with out disrupting developer productiveness.

GitGuardian permits groups to keep up robust safety practices whereas conserving growth velocity excessive by offering rapid alerts and detailed remediation steerage when secrets and techniques are uncovered. It additionally helps stop builders from by chance committing important secrets and techniques to public repositories.
GitGuardian provides a free Starter tier for as much as 25 builders and Groups tier at $220 per developer per yr for as much as 200 builders. Organizations with greater than 200 builders can contact GitGuardian for a customized quote.
Trivy
Safety scanning throughout your entire software program provide chain is important in at this time’s cloud-native panorama. Trivy, an open supply safety scanner maintained by software program vendor Aqua Safety, offers complete vulnerability detection and safety evaluation for containers, functions and infrastructure code throughout main Linux distributions.
Further Trivy options embody the next:
- Kubernetes safety. Identifies misconfigurations and dangerous settings in Kubernetes workloads to make sure compliance with safety greatest practices.
- Multilayer detection. Scans for vulnerabilities in OS packages, software dependencies, uncovered secrets and techniques and license violations.
- IaC protection. Examines safety configurations in IaC information, together with Terraform and Kubernetes manifests.
- DevSecOps integration. Provides quick scanning with low false positives, designed for simpler integration into CI/CD pipelines.
The important thing differentiator for Trivy is its mixture of broad function protection — containers, IaC and dependencies — with simplicity and velocity, making it interesting for groups that need a single, easy instrument for a number of safety scanning wants.
Falco
In cloud-native environments the place containers and microservices create complicated, dynamic assault surfaces, conventional perimeter-based safety approaches fall quick. Falco, a Cloud Native Computing Basis (CNCF) graduated mission, offers real-time runtime safety monitoring that detects anomalous conduct and potential threats as they happen. By working on the kernel degree, Falco offers deep visibility into system calls and container actions that might be invisible to conventional monitoring instruments.
Key options of Falco embody the next:
- Actual-time risk detection. Displays system calls and community exercise in actual time to detect safety incidents as they occur.
- Cloud-native consciousness. Natively understands Kubernetes environments and container lifecycles for context-aware safety monitoring.
- Behavioral evaluation. Makes use of rule-based detection to establish deviations from regular conduct patterns.
- Intensive rule library. Comes with complete built-in guidelines whereas supporting customized rule creation.
- Versatile output integration. Sends alerts to Slack, PagerDuty, SIEM platforms and customized webhooks.
- Low efficiency impression. Designed for manufacturing environments with minimal overhead.
Falco is open supply, with robust neighborhood help and intensive documentation.
KICS
As IaC adoption accelerates, safety misconfigurations in cloud infrastructure templates have turn out to be a number one trigger of information breaches and compliance failures. KICS (Holding Infrastructure as Code Safe), developed by Checkmarx, offers complete static evaluation for infrastructure templates earlier than they attain manufacturing environments. The platform catches infrastructure safety points throughout the growth section, when fixes are least expensive and best to implement.

Key options of KICS embody the next:
- Multiplatform protection. Scans Terraform, CloudFormation, Ansible, Kubernetes manifests, Docker information and extra throughout numerous infrastructure toolchains.
- Complete question library. Consists of 2,000-plus built-in safety and compliance queries overlaying Heart for Web Safety benchmarks, GDPR, HIPAA and cloud supplier greatest practices.
- Customized rule creation. Allows groups to put in writing organization-specific safety insurance policies utilizing a easy question language.
- CI/CD integration. Seamlessly integrates into growth pipelines with help for main CI platforms.
- Detailed remediation steerage. Offers clear explanations of safety points with particular remediation steps.
- A number of output codecs. Helps JSON, SARIF and different codecs for integration with safety dashboards and SIEM platforms.
KICS is open supply, with lively neighborhood growth and common updates.
CycloneDX
CycloneDX is a light-weight software program invoice of supplies (SBOM) specification that tracks and paperwork parts in software program functions, enabling higher safety and compliance administration. It stands out for its broad trade adoption and backing by OWASP, making it a perfect SBOM specification for organizations that want to grasp and handle their software program dependencies and provide chain dangers.
CycloneDX integrates properly with the opposite instruments featured right here and works with XML, JSON and protocol buffer information codecs. Organizations can create SaaSBOMs, {hardware} BOMs and vulnerability disclosure studies utilizing CycloneDX.
OPA
As trendy functions turn out to be more and more distributed throughout microservices, containers and multi-cloud environments, imposing constant safety and compliance insurance policies turns into exponentially complicated. Open Coverage Agent (OPA), a CNCF graduated mission, offers a unified coverage engine that permits coverage as code, which helps organizations outline, model and implement safety insurance policies utilizing the identical growth practices utilized to software code.
Key options of OPA embody the next:
- Common coverage engine. Offers a single framework for coverage enforcement throughout Kubernetes, microservices, CI/CD pipelines and cloud APIs.
- Coverage as code. Allows safety insurance policies to be written in coverage language Rego, which helps model, take a look at and deploy insurance policies utilizing customary DevOps practices.
- Actual-time decision-making. Performs authorization and compliance selections in milliseconds with out affecting software efficiency.
- Wealthy integration ecosystem. Integrates natively with Kubernetes, Istio, Terraform, Jenkins and lots of of different instruments via a REST API.
- Versatile deployment fashions. Runs as a light-weight sidecar, standalone service or embedded library.
OPA is open supply, with robust enterprise adoption and business help obtainable from varied distributors.
Colin Domoney is a software program safety marketing consultant who evangelizes DevSecOps and helps builders safe their software program. He has beforehand labored for Veracode and 42Crunch and authored a e-book on API safety. He’s presently a CTO and co-founder, and an impartial safety marketing consultant.