TCI Insights

Tradecraft

Methodology, tools, and techniques for digital forensics and OSINT practitioners.

AutomationAgentic CLIs & OSINT7 min

Agentic CLIs Are Redefining OSINT Collection Workflows

The command line is no longer a passive tool. Agentic CLI frameworks turn terminal sessions into autonomous investigation platforms — planning, executing, and iterating on OSINT collection without constant human steering.

David Greenhill
David Greenhill
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Air-Gapped AI: Running Local LLMs for Sensitive Evidence Processing

When evidence is too sensitive to leave the building, you need AI that runs entirely on-premises. Here's how TCI deploys local LLMs in air-gapped environments for entity extraction, analysis, and redaction.

David Greenhill
David Greenhill
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Building Trustworthy LLM Redaction Pipelines

LLMs offer powerful contextual PII detection, but only within a pipeline that compensates for their weaknesses. Here's how TCI architects redaction systems that combine LLM intelligence with deterministic guarantees.

David Greenhill
David Greenhill
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