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Devin by Cognition Labs made headlines as the first "AI software engineer." It's not an assistant - it's designed to be a full teammate. What Devin can do: - Plan and execute entire coding tasks - Debug its own code through iteration - Learn unfamiliar technologies on the fly - Work autonomously for hours The demo videos are impressive. Real-world results vary. But this is the direction we're heading: AI that doesn't just help you code, but codes alongside you.
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Tabnine has been doing AI code completion since 2019 - before it was cool. It's enterprise-focused with strong privacy options. Key selling points: - Runs fully on-device (no code leaves your machine) - Learns from your codebase patterns - SOC 2 Type II certified - Self-hosted options for enterprises For companies worried about code privacy, Tabnine is the safest bet. Not the flashiest, but battle-tested and secure.
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