When I was building FAF, I built it with Claude, starting on Sonnet 3. 5 (yes, I thought 3. 7 had come down from heaven!
Source: [Dev.to](https://dev.to/wolfejam/i-argued-with-ai-codex-about-agentsmd-then-i-realized-what-it-actually-was-5ee)
Most engineering teams capable of building an internal AI knowledge system think they should. But six months later, it's a platform team's full-time job. Building an in-house AI context layer costs more money and energy than you think.
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The funding comes as Ramp's annualized revenue crosses $2B, and its customer count reaches 85,000.
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