Beyang Liu
Showing 1–2 of 2 transcripts.
- a16z45 min
Embedded AI: The Questions Every CEO is Asking
Zayd Enam, Barry McCardel, Beyang Liu, Zed Inam
In 2022, AI adoption surged following the historic growth of ChatGPT, prompting industry leaders like Cresta CEO Zed Inam to address critical challenges such as 30–40% agent attrition and the need to balance data privacy with automation speed. Experts from Sourcegraph and Hex distinguished their solutions by prioritizing context-rich data and maintaining human oversight, utilizing strategies like open-source transparency and model agnosticism to mitigate vendor lock-in and security risks. The consensus points toward a 2028 future where contact centers evolve into "touchless" environments, transforming agents from reactive problem solvers into strategic relationship builders while advanced bots handle routine inquiries.
- a16z9 min
The Secret to Building AI-Powered Tools
In response to the 2022 surge in generative AI, Sourcegraph launched Kodi, a model-agnostic editor extension designed to mitigate LLM hallucinations by grounding code generation in verified, broad-scope repository context rather than local autocomplete. The tool distinguishes itself through a "bring your own language model" architecture and self-hosting capabilities, enabling enterprises to integrate diverse providers like Claude or ChatGPT while maintaining strict data security and transparency via explicit source citations. This strategic approach positions Sourcegraph as a critical infrastructure layer that enhances traditional search engines, transforming static code retrieval into dynamic, context-aware developer assistance.