beyang liu

T3 · host / generalist

Co-founder and CTO of Sourcegraph, a developer tools company focused on code search and AI-assisted software development. He was previously an engineer at Palantir.

1 call·1 name·100% bull·last heard 9 months ago·a16z
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Sourcegraph's AMP agent claims top merge-rate benchmark; pivots to ad-supported free tier

Sourcegraph's coding agent AMP achieved top ranking on a third-party merge-rate benchmark, validating its agent-centric architecture. The company introduced a dual-agent model (smart vs fast) with an ad-supported free tier for the fast agent, expanding TAM beyond enterprise while maintaining usage-based pricing for the premium smart agent.

a16z2025-11

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$SOURCEGRAPH
Sourcegraph
HIGHbeyang liu·a16z·9 months ago· position
Sourcegraph's AMP agent claims top merge-rate benchmark; pivots to ad-supported free tier
Sourcegraph's coding agent AMP achieved top ranking on a third-party merge-rate benchmark, validating its agent-centric architecture. The company introduced a dual-agent model (smart vs fast) with an ad-supported free tier for the fast agent, expanding TAM beyond enterprise while maintaining usage-based pricing for the premium smart agent.
"Yeah. I think there's like some startup out there that compares uh Polar Quest merge rates or something and we we managed to claim the top spot. ... AMP has two top level agents.…"
5:22