Boris Cherny, the creator and head of Claude Code at Anthropic, said in a recent interview that prompt engineering matters far less than most users think, and that the real skill is giving Claude hard tasks with a way to verify its own work.
Speaking with Y Combinator's Diana Hu, Cherny described an internal experiment where an engineer gave Claude Code access to OpenCV, an open-source computer vision library, and asked it to draw images. Claude did, despite having no obvious prior capability for image generation. The point, Cherny said, is that Claude Code can do more than people assume, and elaborate prompting techniques often get in the way.
“I don’t prompt Claude anymore,” Cherny said. “I have loops running that prompt Claude and figure out what to do. My job is to write loops.”
Cherny described another experiment: he gave Claude Code access to a Mac virtual machine and asked it to rewrite the Claude desktop app from Electron to Apple's native Swift. The prompt was simple and direct. He told it to run the Electron app, screenshot it, compare it pixel by pixel to the Swift version, and not stop until it was done. Claude completed the task and optionally posted progress screenshots to a Slack channel it created on its own.
The core message Cherny emphasized is that the skill with modern AI coding tools is not crafting the perfect prompt. It is identifying tasks that seem too hard, giving the model tools to verify its output, and then observing where it struggles so you can fix the gap. He said over-specifying instructions, a habit common among experienced engineers, tends to work against the model rather than helping it.
“A lot of people are looking for the one weird trick,” Cherny said. “That doesn’t exist.” He suggested users would benefit from unfollowing AI influencers on social media and instead approaching the model empirically: try a hard task, see where it fails, and address that specific gap with better context, a skill, or an MCP tool.
Cherny's comments come as Claude Code faces growing competition from open-source alternatives and as Anthropic navigates scrutiny over Claude's behavior in security testing. His framing positions Claude Code less as a tool that needs careful steering and more as an autonomous agent that performs best when given room to work.
Sources
Head Of Anthropic's Claude Code Says Prompt Engineering Not That Important - Search Engine Journal
Anthropic's Coding Chief Doesn't Write Prompts Anymore. He Writes Loops - Medium
