GITEX AI & AISA Singapore • 9–10 April • Booth HC-Q026 • See AI security agents running continuous offense in action.
Continuous pentesting · AI security agents
Penetration Testing
That Thinks
CurlSek is built around an offensive mesh of specialized AI agents—they plan, execute, and cross-validate attacks so you get exploitable risk, not scanner noise. Orchestrated end-to-end for modern CI/CD as your software evolves.
10x
Faster Testing
92%
Accuracy Rate
24/7
Always-on AI agents
Discovery
Analysis
Testing
Why Teams Choose CurlSek for Continuous Pentesting
CurlSek helps organizations stay compliant, reduce security overhead, and focus on real-world risk. Agent-orchestrated continuous testing delivers clear, validated outcomes that engineering and leadership can trust-without dedicated in-house offensive teams.
01
Compliance, Built In
Designed to stay aligned with frameworks like SOC 2, PCI-DSS, ISO/IEC 27001, and ISO/IEC 42001. CurlSek helps teams maintain an ongoing compliance posture and demonstrate control effectiveness-without last-minute audit scrambles.
02
Security, Without the Security Overhead
No dedicated security team. No pentest coordination. CurlSek acts as a built-in security expert-surfacing clear, actionable findings that engineering and leadership teams can act on without deep security knowledge.
03
Real-World Risk, Not Theoretical Noise
CurlSek evaluates vulnerabilities in real operational context, informed by how they behave in practice. This helps teams focus on risks that actually matter to the business-not isolated or purely theoretical findings.
04
Designed for How Teams Ship Software
Security runs continuously alongside development. CurlSek integrates naturally into modern CI/CD workflows, keeping pace with changing applications without slowing teams down.
05
Continuous Readiness
Move beyond point-in-time pentests. CurlSek keeps security posture, risk visibility, and compliance evidence current throughout the year-reducing audit pressure and eliminating last-minute remediation cycles.
Manual Pentesting vs AI-Agent Continuous Pentesting
Compare episodic manual work with orchestrated AI agents: speed, coverage, exploit validation, and cost efficiency at scale.
Metric
Manual Pentesting
CurlSek (AI agents)
Speed
Days to weeks
Minutes to hours (automated)
Coverage
Limited human bandwidth
Full replayable coverage across all attack paths
Frequency
One-time / periodic
Continuous or per-commit via CI/CD
Consistency
Human variability
99% reproducible testing logic
Exploit Validation
Depends on tester expertise
Autonomous exploit chain-building and validation
False Positives
Moderate; depends on documentation
Low—AI agents validate exploitability before reporting
Developer Guidance
Text descriptions and screenshots
Payloads, reproduction steps, actionable fix guidance
Cost
High per engagement
Predictable subscription or on-demand pricing
Scalability
Hard to scale across many apps
Instant horizontal scaling with automation
Continuous Monitoring
Not available
Real-time, continuous pentesting
CurlSek delivers 10× faster testing, deeper coverage, agent-validated findings, and continuous offensive coverage-something episodic manual pentesting cannot match.
How AI Agents Deliver Continuous Pentesting
AI agents in specialized roles—recon, reasoning, exploitation, validation—coordinate like an embedded red team that never clocks out
Discovery
1. Agent-Led Discovery
Discovery agents map your attack surface automatically-endpoints, services, and exposure-without brittle manual scoping.
- Automatic asset discovery
- Service enumeration
- Technology stack detection
2. Contextual Reasoning
Reasoning agents fuse architecture, business logic, and data flows to surface context-specific weaknesses generic scanners gloss over.
- Business logic analysis
- Data flow mapping
- Attack surface prioritization
Analysis
Testing
3. Adaptive Exploitation & Validation
Execution agents run in parallel across attack vectors, adapting tactics on the fly. Validation agents confirm exploitability before anything hits your backlog-cutting noise, not coverage.
- Parallel agent execution
- Adaptive exploit generation
- Chain attack discovery
4. Agent-Synthesized Reporting
Findings are consolidated into prioritized, actionable reports-proof-of-concepts, impact, and remediation guidance aligned to your stack.
- Risk-based prioritization
- Exploit proof-of-concepts
- Remediation recommendations
Reporting
AI Agent Mesh & Control Plane
Layer 01
Signal Ingestion & Context Fusion
Low-latency collectors normalize runtime data, API traces, cloud posture, SBOMs, and threat intel to feed the orchestrator with rich context.
- Runtime instrumentation & eBPF tap points
- API gateway + service mesh telemetry
- Cloud control plane & IaC drift sensors
- SBOM + dependency risk scoring
Layer 02
Reasoning & Orchestration Core
LLM-driven planners map attack graphs, select relevant agents, and enforce guardrails with policy-informed decision trees.
- Threat graph construction & priority queues
- Goal-oriented chain-of-thought planning
- Policy & compliance constraints engine
- Risk-based campaign scheduling
Layer 03
Specialized Execution Pods
Deterministic + generative agents execute payloads, fuzzing routines, ML-guided exploit chains, and cross-tenant kill chains.
- Protocol-aware fuzzers & traffic replayers
- Credential, token, and session manipulators
- Cloud privilege escalation heuristics
- LLM-guided business-logic adversaries
Layer 04
Validation, Learning & Delivery
Every exploit path is replayed, scored, and cross-validated before structured outputs are pushed into developer workflows.
- Deterministic replay & impact modeling
- Remediation playbooks + diff suggestions
- Ticketing, SIEM, and SOAR webhooks
- Reinforcement signals for agent tuning
01
Signal Intake
Connectors stream logs, traces, topology, and threat intel into the control plane.
02
Plan & Assign
Orchestrator builds attack graphs, picks agent cohorts, and issues signed runbooks.
03
Coordinated Execution
Agents run in parallel sandboxes, exchange artifacts, and escalate through kill chains.
04
Validation & Delivery
Findings are replayed, enriched with impact analytics, and pushed to dev/security tooling.
Why Continuous Pentesting with AI Agents?
Traditional penetration testing is episodic, manual, and slow—poor fit for modern CI/CD. CurlSek PTaaS deploys coordinated AI agents that:
- Run 24/7: Always-on offensive campaigns without human scheduling limits
- Scale in Parallel: Many specialized AI agents across large estates
- Improve Over Time: Feedback loops tune agent behavior per environment
- Reason in Context: Attack plans reflect your architecture and logic
- Adapt on Findings: Tactics evolve as the mesh learns the target
Real-World Results
87%
Faster remediation after agent-validated pentesting
92%
Reduction in false positives compared to automated scanners
3.4x
More critical vulnerabilities found vs traditional pentesting
40%
Average cost reduction per year on security testing
Continuous Penetration Testing Platform
PTaaS with on-demand and pipeline-triggered runs—your AI agent mesh handles application security testing while you keep shipping
On-Demand Continuous Pentesting
Launch offensive campaigns whenever you need them—no scheduling friction. AI agents spin up instantly for continuous pentesting on demand.
- Trigger tests instantly via API or dashboard
- No setup or configuration required
- Results delivered in hours, not weeks
- Test new features before deployment
- Validate fixes immediately after remediation
CI/CD Security Testing Integration
Integrate continuous penetration testing directly into your DevSecOps pipeline. Application security testing becomes part of your deployment process.
- Native integrations with popular CI/CD platforms
- Automated testing on every deployment
- Block deployments if critical vulnerabilities found
- Security reports in your existing tools
- Zero configuration required
Shift Security Left
Catch vulnerabilities before they reach production. Test every build automatically.
Continuous Coverage
Never miss a deployment. Every release gets tested automatically.
Actionable Insights
Get security findings directly in your PR comments and deployment pipelines.
DevSecOps Ready
Built for modern development workflows. Integrates seamlessly with your tools.
Start Continuous Pentesting
Spin up continuous penetration testing with AI agents in minutes—validated offensive results through your PTaaS workflow.
Single engagement: Get complete assessment with validated report as early as 3 days
"CurlSek gave us a cleaner, more realistic view of our security posture than traditional pentest reports. The findings were relevant, and the turnaround time was fast enough to fit into our release timelines."
Andrew Moore
Staff Software Engineer, Milwaukee
Ready to Get Started?
Let's discuss how CurlSek can transform your security testing. Schedule a demo or get in touch with our team.
Our Locations
Global presence, local expertise
US Registered
30 N Gould St Ste R
Sheridan, WY 82801
United States
India Registered
49, Gwynne Road, Aminabad
Lucknow, UP 226001
India
India
Noida, Uttar Pradesh
India
Partner with Us
Build a knowledge partnership in the CurlSek resilience ecosystem—shift-left security, AI adversary agents, and continuous posture your clients can prove.