Preserving Context: Why AI Systems Shouldn't Rediscover What They Already Know

The global AI infrastructure represents one of the largest misallocations of capital in technology history. AFDP (AI-Ready Forensic Deployment Pipeline) provides the alternative: forensic intelligence that's cheaper, better, and legally defensible.

AIAFDPForensicsInfrastructureMachine LearningProduction LearningCost AnalysisDigital Transformation

$ cat afdp-trillion-dollar-ai-lie.md

Aug 6, 2025

How Git Creates Cryptographically Verifiable Evidence in the Age of AI-Generated Content

Git's architecture provides a practical solution to the AI-generated evidence crisis through cryptographic hashing, distributed verification, and temporal impossibility.

GitForensicsAIDeepfakesCryptographyDigital EvidenceSecurity

$ cat git-forensics-ai-deepfakes.md

Featured Aug 6, 2025

Configuration Management and Workflow Orchestration with Git and Temporal

How Git and Temporal combine to create powerful infrastructure patterns for configuration management, workflow orchestration, and infrastructure automation using open source tools.

DevOpsInfrastructureGitTemporalAutomationOpen SourceWorkflow OrchestrationConfiguration Management

$ cat git-temporal-infrastructure-automation.md