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XavSecOps @XavSecOps

DevOps, SecOps , AI Implementation AI is more than just intel, it's your new SysAdmin. Automating workflows, securing the stack, and redefining Red/Blue teaming

Joined July 2018
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XavSecOps
@XavSecOps
Jan 5
(The Hook)AI agents can turn 3‑hour investigations into 3‑minute answers. ⏱️📉 With ~500k open cybersecurity jobs and exploding data volumes, static rules can't keep up. Here is how LLM agents are changing threat detection—the wins, the risks, and the guardrails. 🧵👇
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Intercepts AI agent egress for exfiltration and injection.
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🔗 github.com/luckyPipewrench/p…

GitHub - luckyPipewrench/pipelock: Open-source AI agent firewall for MCP security and agent egress....

Open-source AI agent firewall for MCP security and agent egress. Scans mediated HTTP, MCP, A2A, and WebSocket traffic for exfiltration, SSRF, and prompt injection, and emits mediator-signed action ...

github.com
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Proxies API credentials to agents without exposing raw keys.
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🔗 github.com/onecli/onecli

GitHub - onecli/onecli: Open-source credential gateway with a built-in vault. give your AI agents...

Open-source credential gateway with a built-in vault. give your AI agents access to services without exposing keys. - onecli/onecli

github.com
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Automates dark web OSINT from query to graph.
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🔗 github.com/KatrielMoses/void…

GitHub - KatrielMoses/voidaccess: Self-hosted dark web OSINT platform. Automated threat intellige...

Self-hosted dark web OSINT platform. Automated threat intelligence from query to graph in 13 steps. Free alternative to Recorded Future, DarkOwl, and Flare. - KatrielMoses/voidaccess

github.com
30
Maps attack paths from source code to working exploits.
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🔗 github.com/KeygraphHQ/shanno…

GitHub - KeygraphHQ/shannon: Shannon Lite is an autonomous, white-box AI pentester for web applic...

Shannon Lite is an autonomous, white-box AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities bef...

github.com
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Intercepts malicious payloads targeting AI agent terminal sessions.
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🔗 github.com/sheeki03/tirith

GitHub - sheeki03/tirith: Terminal security for developers and AI agents. Intercepts homograph...

Terminal security for developers and AI agents. Intercepts homograph URLs, pipe-to-shell, ANSI injection, obfuscated payloads, data exfiltration, and malicious AI skills/configs before they execute...

github.com
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Chains 12 specialized agents into SOC playbooks.
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🔗 github.com/Vigil-SOC/vigil

GitHub - Vigil-SOC/vigil: Vigil - an ever improving 100% OpenSource AI system for security

Vigil - an ever improving 100% OpenSource AI system for security - Vigil-SOC/vigil

github.com
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Scans agent skills for backdoors, secrets, and prompt injection.
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🔗 github.com/GoPlusSecurity/ag…

GitHub - GoPlusSecurity/agentguard: Security guard for AI agents — blocks malicious skills,...

Security guard for AI agents — blocks malicious skills, prevents data leaks, protects secrets. 24 detection rules, runtime action evaluation, trust registry. - GoPlusSecurity/agentguard

github.com
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Detects high-confidence security vulnerabilities in code reviews.
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🔗 github.com/Nayjest/Gito

GitHub - Nayjest/Gito: An AI-powered GitHub code review tool that uses LLMs to detect high-confid...

An AI-powered GitHub code review tool that uses LLMs to detect high-confidence, high-impact issues—such as security vulnerabilities, bugs, and maintainability concerns. - Nayjest/Gito

github.com
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Confirms SAST findings by walking the call graph.
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🔗 github.com/agentgg-dev/agent…

GitHub - agentgg-dev/agentgg: agentgg cli

agentgg cli. Contribute to agentgg-dev/agentgg development by creating an account on GitHub.

github.com
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Automates safety evals and red team gates for agent releases.
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🔗 github.com/Azure/agentops

GitHub - Azure/agentops: AgentOps Accelerator is an open source framework and CLI for adding...

AgentOps Accelerator is an open source framework and CLI for adding continuous evaluation and observability to enterprise AI agents. It standardizes evaluation patterns, automates assessments in CI...

github.com
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