Cybersecurity researchers have unveiled a new agent leveraging the Mythic framework, aiming to optimize penetration testing (pentesting) operations while counteracting the rapid evolution of threat actor toolkits.
This agent is the result of rigorous assessment and development, providing an advanced solution for ethical hacking teams focused on system security assessments and proactive defense.
In the ever-shifting landscape of post-exploitation frameworks, defenders are tasked with both analyzing attacker artifacts and outpacing adversary innovations.
The research team’s approach blends in-depth tool analysis, detection engineering, and the adaptation of offensive methods for defensive benefit.
Emphasis on best practices ensures that pentesters can anticipate threats rather than merely react, aligning with modern security philosophies.
Reviewing Pentesting Toolset
The study’s initial phase entailed a thorough comparison of established penetration testing tools, weighing attributes like detection rates, payload size, stability, and operational security (OPSEC) compliance.
Popular tools-Cobalt Strike, Metasploit Meterpreter, and Sliver-demonstrated various shortcomings when scrutinized for real-world pentesting.
For example, Cobalt Strike’s Beacon agent relies on opcode sequences now easily flagged by endpoint protection platforms, and Metasploit payloads appear repeatedly in antivirus databases.
Similarly, Sliver and Havoc, despite offering open-source flexibility and support for evasion tactics, suffer from payload bulkiness and limited OPSEC controls, respectively.
According to Kaspersky Report, recognizing these limitations, the researchers adopted a modular payload architecture.
They structured the solution into three distinct stages: initial artifact creation and deployment (Stage 0), host reconnaissance and persistence (Stage 1), and advanced post-exploitation tasks such as lateral movement and credential harvesting (Stage 2).

This staged approach allows for adaptive evasion, minimal system footprint, and the seamless introduction of new tactics.
Architecture and Communication Model
A key innovation in the Mythic agent is its reliance on object files (COFF-Common Object File Format) for in-memory execution, bypassing traditional process injection techniques that are heavily monitored by security solutions.
By utilizing Beacon Object Files (BOFs), originally designed for Cobalt Strike, the agent achieves a high degree of modularity, enabling the dynamic addition of functionality at runtime without altering core code. This flexibility is vital for resilience and stealth in simulated attack scenarios.
The payload is crafted in native C to ensure a compact size-approximately 50 KB-reducing detection risk and dependency on managed runtimes like .NET.
The agent’s communication with the Mythic framework employs a microservices architecture, using distinct containers for payload handling, command-and-control (C2) profiling, and encryption translation.

Communication predominantly utilizes HTTP over standard ports, but the framework supports alternative covert channels, including encrypted messaging through Slack and Telegram, to further mitigate detection.
During execution, the agent reads object file sections, performs symbol relocation, and dynamically resolves external libraries using Windows API calls.
While this approach enhances operational flexibility, it also introduces some constraints: object file execution is blocking (hindering parallelism), and critical errors can terminate the process. Certain API calls, notably VirtualAlloc, may also be monitored by defensive systems.
Despite these limitations, the Mythic-based agent marks a significant advance in pentesting methodology.
Its modularity and minimized footprint allow penetration testers to emulate sophisticated threat actor behavior while remaining under the radar of advanced security defenses.
Importantly, researchers supplement this technical evolution by advocating a layered security response on the defender’s side-promoting Endpoint Detection and Response (EDR), Network Detection and Response (NDR), and real-time threat intelligence integration.
This Mythic agent framework demonstrates how defenders can harness attacker-grade tooling for ethical purposes, continually refining both offensive and defensive postures.
The solution provides pentesters with the flexibility, stealth, and control needed to probe system weaknesses thoroughly, ultimately strengthening organizational security against emerging threats.
Find this Story Interesting! Follow us on LinkedIn and X to Get More Instant updates