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5 pieces of writing

The protocol that gave your tools a voice - and attackers a microphone
security12 min read

The protocol that gave your tools a voice - and attackers a microphone

MCP promised to be the USB-C port for AI. Researchers found it was more like an unlocked door with a welcome mat for attackers.

Full system access. No security model.
security5 min read

Full system access. No security model.

Managing your GitHub agent workforce
ai7 min read

Managing your GitHub agent workforce

The strange economics of paying per word fragment
ai11 min read

The strange economics of paying per word fragment

Every LLM interaction is metered in tokens - fragments of words that map directly to GPU cycles and electricity bills. A look at what tokens actually are and why they cost what they do.

What a $6 million model taught us about the price of moving fast
security8 min read

What a $6 million model taught us about the price of moving fast