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“They've gone beyond just a number of engineers that I'm outsourcing AI for. They truly have been a thought partner, someone that's been very dependable and someone who helped us shape our strategy.”
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Karpathy coined it — programming via natural language, forgetting code exists. What this means for engineering teams and the future of software craft.
LLMs are "summoned ghosts", not gradually evolving animals. A fundamentally new type of intelligence that demands a new mental model.
Reinforcement Learning from Verifiable Rewards — the shift from probabilistic imitation to logical reasoning that defined 2025.
The profession is being dramatically refactored — agents, subagents, prompts, MCP, tools, plugins. How to ride the wave instead of drowning in it.
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