{"id":1802,"date":"2026-06-29T10:36:06","date_gmt":"2026-06-29T10:36:06","guid":{"rendered":"https:\/\/americanhomejournals.com\/?p=1802"},"modified":"2026-06-29T10:36:06","modified_gmt":"2026-06-29T10:36:06","slug":"can-you-vibe-code-an-entire-search-engine-this-ex-googler-tried","status":"publish","type":"post","link":"https:\/\/americanhomejournals.com\/?p=1802","title":{"rendered":"Can you vibe code an entire search engine? This ex-Googler tried."},"content":{"rendered":"
\n

Former Google engineering leader Hugh Williams is back with another fascinating Claude Code experiment.<\/p>\n

Read more In the AI age, clients are now asking consulting firms to have \u2018skin in the game\u2019<\/a><\/p>\n

After previously showing how Anthropic’s coding assistant helped him build an AWS-based system in 48 hours, Williams has been using Claude Code recently to create a working search engine called Zettair that indexes 1.5 million Wikipedia articles.<\/p>\n

The project includes features you’d expect from a modern search engine: autosuggest, query-biased snippets, related searches, trending topics, and AI-generated summaries.<\/p>\n

Williams says he wrote zero lines of code himself, relying entirely on Claude Code. That’s technically true, with an important caveat: the underlying search engine is based on an information-retrieval system he helped build in the early 2000s.<\/p>\n

Read more Nvidia is quietly staffing up around its AI ambitions in outer space<\/a><\/p>\n

His biggest takeaway wasn’t that AI can replace engineers. Instead, Williams argues Claude Code works best when paired with deep technical expertise. <\/p>\n

Building with AI, he says, feels less like programming and more like coaching \u2014 and experienced engineers still make the best coaches.<\/p>\n

Sign up for BI’s Tech Memo newsletter <\/em><\/strong>here. Reach out to me via email at <\/em><\/strong>abarr@businessinsider.com.<\/em><\/strong><\/p>\n

Read more Cognition\u2019s CEO says token spend leaderboards are \u2018directionally correct\u2019 \u2014 but some people get carried away<\/a><\/p>\n<\/section>\n","protected":false},"excerpt":{"rendered":"

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