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Give Free, Get Free: Why Open Source Works and Proprietary Software Dies
The mathematical certainty of open source dominance and why every proprietary alternative eventually becomes obsolete infrastructure.
$ cat give-free-get-free.md
./articles
Deep dives into distributed systems, ML infrastructure, and open source research
Featured
Why Git Is the Perfect Audit Trail for AI Systems
How to get a tamper‑evident, legally defensible record of AI behavior using tools you already own
$ cat git-ai-audit-trail.md
Featured
Build Like Your Life Depends On It: Why Linus Torvalds Built Diving Software
The man who powers 100% of supercomputers built scuba software. Not for market fit. Not for best practices. For survival. Here's why building for yourself changes everything.
$ cat build-like-your-life-depends-on-it.md
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.
$ cat git-forensics-ai-deepfakes.md
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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.
$ cat afdp-trillion-dollar-ai-lie.md
Featured
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.
$ cat git-temporal-infrastructure-automation.md