Contrast AI SmartFix vs depthfirst autonomous security agents
Quick answer
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.
This is not a ranking.
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. |
| Frameworks (vendor-stated) | — | — |
| 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/ |
FAQ (from this dataset)
What is the difference between Contrast AI SmartFix and depthfirst autonomous security agents?
Both are listed under Code security. Shared tasks: appsec, sast, remediation, pr-review. Contrast AI SmartFix-only tasks: none. depthfirst autonomous security agents-only tasks: sca, secrets-detection, pen-test-management. Differences are from stored category and task tags, not a ranking.
Which one publishes pricing?
Contrast AI SmartFix (agentic vulnerability remediation): Not published depthfirst autonomous security agents (code, supply chain, secrets and agentic pentesting): Not published
Where are Contrast AI SmartFix and depthfirst autonomous security agents headquartered?
Contrast AI SmartFix (agentic vulnerability remediation) publishes HQ in United States. depthfirst autonomous security agents (code, supply chain, secrets and agentic pentesting) publishes HQ in United States.
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.
- Amnify security agents (agent-driven code audit, AI pentesting, PR review and autofix pull requests) — German AppSec product from Düsseldorf: a team of agents audits repositories (SAST, secrets, SCA, IaC, CI/CD) and cloud accounts, triages signals so only confirmed findings surface, pentests running apps inside a verified scope with a separate agent reproducing every finding, reviews pull requests with a merge-blocking status check, and opens fix pull requests that run your tests but never merge themselves. · Amnify security agents (agent-driven code audit, AI pentesting, PR review and autofix pull requests) pair comparison
- Covasant TPRM (agentic third-party risk management) — Third-party risk product from Hyderabad-headquartered Covasant. Purpose-built AI agents onboard vendors through due-diligence workflows, chase vendors who are slow to respond, keep watching news, sanctions and financial data, and, when risk thresholds break, open remediation workflows, track vendor responses, escalate unresolved issues and produce DORA, SOX and NIST reporting packages.
- noze CyberAgent (AI agent for continuous attack-surface monitoring, automated validation pentesting and NIS2 evidence) — Italian agent for mid-sized companies and NIS2 entities without an in-house SOC: after verifying domain control it continuously discovers assets and assesses network, web apps and APIs, correlates findings with EPSS and CISA KEV, confirms exploitability with automated validation pentests, ranks risks by business impact and prepares NIS2, DORA and ISO 27001 reports; the team decides what to fix.
Use-case comparisons
- AI code security agents — 33 listings (Application security scanning, suggested or automated code fixes, and pull-request security review)
- Agentic pentesting AI agents — 33 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
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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)
- Amnify security agents (agent-driven code audit, AI pentesting, PR review and autofix pull requests) 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)