Lab
Labs you can run yourself. Real code, deployable from scratch. What I found in them lives in the field guide, marked tested.
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2026-05-25
Wazuh AI SOC Labshipped · Python · aws · wazuh · mcp · claude-code
Deploy a real SIEM on AWS with one command, then investigate a breach with an AI analyst next to you.
Terraform stands up Wazuh on AWS. An MCP server connects it to Claude Code. You ask questions in plain English, run simulated attacks, and work the investigation with an AI senior analyst walking you through it. Built for people who have never touched Terraform, Wazuh, or MCP.
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2026-07-21
Token Trace Labshipped · Python · interpretability · open-weight · logit-lens
Watch a small language model pick its next word, layer by layer.
Logit-lens traces on open-weight models, riddle batteries, and a set of experiments on guardrails that backfire. Everything runs locally.