Experience
Agentic AI
Cyberforks develops AI systems emphasizing security for organizations needing production-grade solutions — grounded in real-world experience deploying multi-instance systems, not theoretical frameworks.
AI Assistant Implementation
Persistent, context-aware assistants with multi-instance architecture, long-term memory, tool integration, and human-oversight controls.
Agentic DevSecOps
Security-operations AI handling alert triage, incident response, audits, and pipeline integration — with documented reasoning and reversibility.
AI Security Guardrails
Prompt-injection defense, output validation, tool-call governance, and permission boundaries for agentic systems.
Vibe Coding Enablement
Team adoption support for AI coding tools — with code-review practices and collaboration habits that keep quality high.
Building something agentic?
Whether it's a production assistant or guardrails for a system you already run, let's scope it to your real environment.
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