Latest Posts
Thoughts on AI, web development, and infrastructure
Jan 22, 202610 minutes
ValkymIA: From an Engineer's Frustration to a Mission to Transform SMBs in Mexico
Why does Mexico have the most overworked labor force and the lowest productivity in the OECD? A Mexican engineer explains how ValkymIA was born to help SMB owners escape survival mode.
valkymiasmbssmb-mexico
Jun 2, 202610 minutes
Your Secrets Are Naked: Plaintext Credentials in the Age of AI Agents
The threat model for secrets management changed the day you installed your first coding agent. Here's what most developers haven't caught up to — and how to fix it.
securityai-agentspodman
Jun 2, 20268 minutes
Why AI Lies with Confidence: The Sampling Parameter Myth
I just watched an AI confidently assert the wrong platform name seconds after reading the correct one. Here's why temperature and top-k wouldn't have saved me — and what actually might.
aillmhallucination