TRANSMISSIONS // LOG
Blog
Notes on engineering, infrastructure, and building things.
2026-03-17
Sandboxing Claude Code in Docker: From Naive to Hardened
How I evolved a containerized Claude Code setup from 'it works' to actually secure — Docker secrets, read-only mounts, scratch clones, non-root runtime, and what Anthropic's own reference does differently.
2026-02-20
Reliable AI Writing Systems
A research proposal for detecting and reducing hallucinations in long-form AI writing — problem decomposition, evaluation rubric, proposed architecture, and validation plan.
2026-02-16
A/B Testing Your RAG Pipeline: Chunking, Retrieval, and Reranking Strategies You Can Build With One Prompt Each
How to quickly build and compare RAG pipeline variants — cosine vs. hybrid search, fixed vs. semantic chunking, Cohere vs. cross-encoder reranking — using Claude Code, Graphite stacks, and your own offline evals.
2025-12-15
Building Resilient Systems at Scale
Lessons learned from scaling a legal-tech platform from prototype to processing millions in claims.
2024-11-10
Part 1: Data Pipelines in Golang
Build a tiny, production-style pipeline in Go that crawls a public web page, transforms the result, and uploads it somewhere useful — all in ~150 lines of code.