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⚡ AI Lessons
Dev.to · AI Explore
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Your Agent's Plan Isn't a Plan. It's a Post-Hoc Rationalization
Agent plans read like commitments but function like alibis — and that gap explains most of the weird failures nobody's monitoring catches.
Dev.to · AI Explore
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The Agent-Written Data Pipeline: The Review Bottleneck Nobody Priced In
AI agents can now write dbt models, SQL transforms, and backfills that pass CI and ship. The catch: a wrong number doesn't crash, it quietly poisons e
Dev.to · AI Explore
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The Watermark Is the Real Boundary Between Training and Serving
Kafka and Flink don't just move data faster into your model — they redefine what 'now' means, and that redefinition is where real-time AI quietly brea
Dev.to · AI Explore
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The Inference Hardware Wars: Why Your Token Bill Is Decided in a Fab, Not a Prompt
The token-price crash everyone cheers isn't software magic. It's a hardware war: Cerebras and Groq attacking on speed, NVIDIA's Rubin counterpunching
DeepCamp AI