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How to Get the Most Out of Claude Code

Anthropic's Claude Code team member Thariq Shihipar discussed the development of the AI coding tool in a podcast with South Park Commons Partner Evan Tana, revealing that the team removed Plan Mode and that RAG is becoming an anti-pattern. Shihipar emphasized that today's models are often more capable than known and that knowing what not to build is increasingly important as models improve every few months.

read1 min views1 publishedJul 16, 2026
How to Get the Most Out of Claude Code
Image: Blog (auto-discovered)

Minus One with Thariq Shihipar, Anthropic

Thariq Shihipar, a member of Anthropic's Claude Code team (& SPC alum), joins SPC Partner Evan Tana to discuss what it's like building one of the world's most advanced AI coding tools, and why the rules of AI development are constantly being rewritten.

Thariq traces his journey from a gaming startup to Anthropic after a chance text about Claude Code, explains why his team killed Plan Mode, why RAG is becoming an anti-pattern, and why writing great evals is more art than science. He also breaks down capability overhang, harness engineering, and how founders should build when AI models are improving faster than anyone can keep up.

Today’s models are often more capable than we know, and we’re still discovering what they’re actually good at.

AI makes it easier than ever to build. That makes knowing what not to build even more important.

Models improve every few months and it's impossible to predict exactly where the technology will be a year from now.

Minus One is series about the winding journeys the world’s most interesting people take to becoming great—and what they do when figuring out a question we all face: What’s Next? Because before you launch at Zero, you have to figure out what to launch at Minus One. Hosted by South Park Commons Partners.

Interested in SPC? Apply to join us here.

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