Flipkart
Guardrails

Triksha - Securing AI with AI at Flipkart

Our short summary of Flipkart’s engineering write-up. The full story, with all the detail, is on their blog.

Read the full write-up on blog.flipkart.tech (opens in a new tab)

Problem

Prompt attacks let users trick AI support bots into unsafe or private answers.

Solution

Flipkart created Triksha, a model that generates domain‑specific attack prompts to test and harden their guardrails, using pattern data, Markov chains and Gemini refinement.

14.6× higher bypass rate than existing guardrails

Want the architecture, code and numbers? They’re in the original post.

Read the full write-up on blog.flipkart.tech (opens in a new tab)

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