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⚡ AI Lessons

Dev.to · Ted
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
Your System Cannot Say I Don't Know
A dashboard reading zero, a typechecker exiting clean, an average of 13, an endpoint returning 200. Four healthy signals, four systems that were not measuring a

Dev.to · Ted
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
A Second Check Is a Second Source of Truth
Signup verified the same email address twice — once by code, once by link. A real user passed the first and ignored the second, and landed in a state nobody des

Dev.to · Ted
🔧 Backend Engineering
⚡ AI Lesson
2mo ago
Posting to X From the Server — API Setup, the 402 Wall, and the First Agentic Tweet
Setting up the X API on a self-hosted server: developer account, pay-per-use credits, a CLI posting tool, and firing the first tweet programmatically.
DeepCamp AI