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⚡ AI Lessons
Dev.to · vmxd
2mo ago
An AI Agent Spent $39 and Earned $0. The Engineering Was Real
An AI agent with a wallet, a self-modifying codebase, and a DAG planner. 14 days running on a real...
Dev.to · vmxd
3mo ago
Assumptions don't have signatures
Scanners find what's syntactically wrong. The interesting issues live in assumptions, and assumptions...
Dev.to · vmxd
3mo ago
Partial validation is worse than no validation
A validation layer that checks 3 of 4 fields is worse than one that checks none. Zero checks, the...
Dev.to · vmxd
⚡ AI Lesson
3mo ago
What the Claude Code source taught me about engineering taste
Someone reconstructed the Claude Code CLI source from npm sourcemaps and published it. Half a million...
Dev.to · vmxd
📣 Digital Marketing & Growth
⚡ AI Lesson
4mo ago
Scoring HN discussions by practitioner depth, not popularity
HN gets 500+ stories a day. The front page is ranked by votes - which surfaces popular content, not...
Dev.to · vmxd
💻 AI-Assisted Coding
⚡ AI Lesson
4mo ago
Your AI coding assistant builds what you ask for, it won't add what you forget
There's a gap between "build me a weather app" and getting something you'd actually deploy. AI...
Dev.to · vmxd
🧠 Large Language Models
⚡ AI Lesson
4mo ago
Repeat Yourself
Turns out if you repeat your prompt, the model gives you a better answer. Not a smarter model. Not a...
DeepCamp AI