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The persistent memory system addresses a real and widely felt pain point in agentic development workflows — one that competitors are also racing to solve.

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Vibe coding hit 90% developer adoption in 2026 and a METR study found it makes experienced developers 19% slower. Here is where it pays off.

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DeductiveAI, a startup that uses AI to catch and resolve bugs in software, was founded just three years ago.

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