Contrast AI SmartFix (agentic vulnerability remediation) vs depthfirst autonomous security agents (code, supply chain, secrets and agentic pentesting)
Contrast AI SmartFix (agentic vulnerability remediation) (Contrast Security) and depthfirst autonomous security agents (code, supply chain, secrets and agentic pentesting) (depthfirst (DepthFirst AI, Inc.)) are both listed in the Code security category of Agent Index. They share no framework tags in our dataset.
| Field |  Contrast AI SmartFix (agentic vulnerability remediation) |  depthfirst autonomous security agents (code, supply chain, secrets and agentic pentesting) |
|---|---|---|
| Vendor | Contrast Security | depthfirst (DepthFirst AI, Inc.) |
| HQ | United States · North America | United States · North America |
| Primary category | Code security | Code security |
| Also listed in | Code security | Code security, Security |
| Summary | An AI agent that runs as a GitHub Action, takes vulnerabilities found by Contrast's IAST (Assess) and SAST, writes code fixes using runtime context, runs your build and tests, and opens pull requests for developers to review. | San Francisco application-security platform whose autonomous AI agents trace business logic and data flows to find exploitable code vulnerabilities, check dependency reachability and secrets, review pull requests with proposed fixes, and run agentic pentests against running applications, re-running each attack after a fix merges to confirm it is closed. |
| Framework tags (Agent Index) | — | — |
| Frameworks (vendor-claimed) | — | — |
| Capabilities / tasks | appsec, sast, remediation, pr review | appsec, sast, sca, secrets detection, pr review, remediation, pen test management |
| Pricing (as published) | Not published | Not published |
| Pricing model | quote | quote |
| Primary source | https://docs.contrastsecurity.com/en/contrast-ai-smartfix.html | https://depthfirst.com/ |
| Last checked | 2026-10-18 | 2026-10-19 |
| Official site | https://docs.contrastsecurity.com/en/contrast-ai-smartfix.html | https://depthfirst.com/ |
Side-by-side data is generated from the open dataset. “Vendor-claimed” frameworks are as marketed by each vendor and not verified by Agent Index; framework tags indicate relevance, not certification. Request current quotes from each vendor before buying. This page does not rank or score vendors. Sponsored comparisons, if any, will be labelled.
Also in this use case
Other verified listings that share a task tag or use-case group with Contrast AI SmartFix (agentic vulnerability remediation) or depthfirst autonomous security agents (code, supply chain, secrets and agentic pentesting). Open a pair page or the use-case table — this is not a ranking.
- AISLE (autonomous vulnerability discovery, triage and verified-fix agents) — Prague-headquartered AI code-security platform in which thousands of agents analyse a codebase in parallel for exploitable vulnerabilities, fix agents write patches, and agentic verification builds the repo and runs tests before opening a pull request for human merge. October 2026 added agent-driven proof of exploitability against running web apps and APIs. Cohere signed a letter of intent to acquire AISLE on Oct 15, 2026. · AISLE (autonomous vulnerability discovery, triage and verified-fix agents) pair comparison
- Check Point Agentic Exposure Validation (AEV, AI agents that prove external exploitability) — Part of Check Point Exposure Management, launched May 28, 2026. AI agents reason like attackers across an organisation's external attack surface, correlating exposures, leaked credentials, CVE and live exploit research with existing protection coverage, then safely prove, pivot on, or discard each finding, so teams get evidence of what is actually exploitable.
- Cloudgeni cloud agents (Compliance Remediation, Drift & Import, PR Review and other infrastructure agents) — Oslo-built agentic cloud operations platform whose agents find cloud security and compliance issues, investigate across cloud state and IaC, write the Terraform/Bicep fix, validate it with a plan and policy checks and open a pull request, then verify the fix after it lands. The Compliance Remediation Agent works from Prowler, Security Hub, Defender and Checkov findings against CIS, SOC 2, ISO 27001 and NIS2. Autonomy is set by policy.
- Edgescan Atomic (agentic autonomous penetration testing in the Edgescan platform) — Autonomous penetration testing built into the Dublin-based Edgescan platform, launched October 7, 2026. A team of narrow AI agents plans, adapts, chains vulnerabilities and validates real impact on web applications, using Edgescan's existing asset context and findings, while a deterministic 'Harness' enforces scope, permissions, approvals and allowed actions. Findings land alongside Edgescan's DAST, PTaaS and ASM results.
- Nullify autonomous product-security agents (find-to-fix with merge-ready PRs and AI Pentest Agent) — Australian 'autonomous system of agents' for product security that covers code, secrets, API pentesting and exploit validation. It proves findings with reproducible evidence, scores them against the customer's assets, writes merge-ready fix PRs routed to code owners, and runs remediation campaigns through Jira and Slack until merge, with the customer keeping final merge approval. · Nullify autonomous product-security agents (find-to-fix with merge-ready PRs and AI Pentest Agent) pair comparison
- Rescana autonomous TPRM agents (Discovery & Classification, Risk Assessment, Communication & Remediation and Manager agents) — A third-party risk platform run by a coordinated team of AI agents. They discover and classify vendors from identity, procurement and IT systems, collect and analyse vendor documentation and questionnaires against external attack-surface intelligence, chase vendors for missing evidence and remediation, and orchestrate approvals with humans in control.
- Ridge Security RidgeGen (agentic AI red teaming) and RidgeBot — Offensive-security vendor from Milpitas, California. Its on-premises, model-agnostic RidgeGen agent does agentic AI red teaming: it reasons through multi-step attack chains to find business-logic and non-CVE risks, verifies every finding with reproducible exploit evidence, gives fix guidance and re-runs to confirm fixes. It sits alongside RidgeBot automated pentesting.
Use-case comparisons
- AI code security agents — 28 listings (Application security scanning, suggested or automated code fixes, and pull-request security review)
- Agentic pentesting AI agents — 19 listings (Autonomous or AI-assisted penetration testing, attack-surface testing and exploitable-path verification)
Related
- Contrast AI SmartFix (agentic vulnerability remediation) alternatives
- depthfirst autonomous security agents (code, supply chain, secrets and agentic pentesting) alternatives
- Best code security AI agents
More Contrast AI SmartFix (agentic vulnerability remediation) comparisons
- Aikido AI AutoFix vs Contrast AI SmartFix (agentic vulnerability remediation)
- AISLE (autonomous vulnerability discovery, triage and verified-fix agents) vs Contrast AI SmartFix (agentic vulnerability remediation)
- Amazon Q Developer security scanning vs Contrast AI SmartFix (agentic vulnerability remediation)
- Black Duck Signal (agentic AI AppSec) vs Contrast AI SmartFix (agentic vulnerability remediation)
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More depthfirst autonomous security agents (code, supply chain, secrets and agentic pentesting) comparisons
- Aikido AI AutoFix vs depthfirst autonomous security agents (code, supply chain, secrets and agentic pentesting)
- AISLE (autonomous vulnerability discovery, triage and verified-fix agents) vs depthfirst autonomous security agents (code, supply chain, secrets and agentic pentesting)
- Amazon Q Developer security scanning vs depthfirst autonomous security agents (code, supply chain, secrets and agentic pentesting)
- Black Duck Signal (agentic AI AppSec) vs depthfirst autonomous security agents (code, supply chain, secrets and agentic pentesting)
- Checkmarx One Assist vs depthfirst autonomous security agents (code, supply chain, secrets and agentic pentesting)