Observed arrival · 2026-08-21
AMARA scans the AI supply chain without running it
AMARA inspects models, datasets, and LLM, agent, and MCP code for malware, backdoors, and poisoned content.
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✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
Why it surfaced
Its central safety constraint is unusually clear: AMARA treats inspected files as bytes and never loads, imports, or executes them. The homepage demonstrates a terminal scan that quarantines a model containing a dangerous pickle payload calling `subprocess.run(['calc.exe'])`, then describes CI policies and severity-based exit codes.
AMARA inspects models, datasets, and LLM, agent, and MCP code for malware, backdoors, and poisoned content.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
One card from the complete issue