📰 Dev.to · Grumpy Sage

An AIBOM isn't an SBOM with a new sticker. Here's what a real AI Bill of Materials has to capture in 2026, and where most vendor tools are still broken.

An AIBOM isn't a spreadsheet of model names. It's a living graph of models, weights, datasets, prompts, and tools. Here's what most vendors miss.

Healthcare ransomware attacks force hospitals into paper-chart mode daily. Here is what OT/SCADA scanning and compliance posture actually look like for a 50-bed

Most AIBOM tools are SBOMs with a model field bolted on. Real AI bill of materials means weights, prompts, retrieval sources, evals, and runtime telemetry.

An AIBOM isn't an SBOM with an extra column. Here's what most vendors get wrong about AI bills of materials, and what actually works in production.

Claude's default shell tool will happily run cyscan for you. Here's why that's the wrong abstraction, and what an MCP server fixes that bash can't.