Epic Fury Day 8: The Unconditional Mandate
Israel Security SITREP covering the Coalition's shift to strategic strangulation of the IRGC, the White House demand for unconditional surrender, and Kurdish shaping operations opening a second front.
Intelligence & Research
Insights
Threat analysis, tradecraft methodology, and operational field notes from the TCI team.
SITREPs
Situation reports covering active conflicts, threat landscapes, and geopolitical developments.
Threat Analysis
Threat landscape assessments, adversary techniques, and risk analysis.
When LLMs Leak: Obfuscation Failures in AI-Assisted Redaction
LLM-powered redaction tools can fail in subtle, dangerous ways — reconstructing supposedly removed PII from context, leaking information through embeddings, or hallucinating redaction where none occurred.
Prompt Injection as a Redaction Bypass
Documents processed through LLM redaction pipelines can contain adversarial text that manipulates the model into preserving sensitive information. This attack vector is unique to AI-powered redaction.
Tradecraft
Methodology, tools, and techniques for digital forensics and OSINT practitioners.
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.
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.
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.
Research
In-depth research papers, technical deep dives, and formal analysis.
Self-Hosted Agent Infrastructure: Architecture for Isolated Operations
Deploying autonomous AI agents on self-hosted infrastructure requires careful architecture — balancing agent autonomy with operational security, audit requirements, and physical isolation constraints.
The Command Line as Investigation Platform
Modern agentic CLI tools are transforming the terminal from a simple command executor into a full investigation platform — with planning, tool orchestration, and autonomous decision-making built in.
Field Notes
Operational observations, tool reviews, and quick-reference technical notes.
Building an Autonomous Evidence Capture Agent with Claude Code
A practical walkthrough of designing an evidence capture agent inside Claude Code — from objective definition to WORM-compliant artifact storage, with chain-of-custody logging built into every step.
Field Report: Deploying an Evidence Processing Agent on Isolated Infrastructure
Lessons from deploying an autonomous evidence processing agent on air-gapped hardware — what worked, what didn't, and what we'd change for the next deployment.