
Post-training without the training: Welcome to Exosomatic Learning
Why Klarent stopped teaching its AI agent through prompts and started putting the lesson from every failure into the functions the agent uses instead.
Finance & banking
QA for banks, fintechs, and payments
Insurance & claims
QA for carriers, brokers, and insurtech
Media & entertainment
QA for publishers and streaming
Retail & eCommerce
QA for storefronts, cart, and checkout
SaaS Apps
QA for multi-tenant B2B software
Travel & Hospitality
QA for booking, GDS, and reservations
About
Asheem Panakkat is the Co-Founder and CEO of Klarent. He spent 12 years at Google, moving from hands-on engineering to leading large-scale teams, including as Engineering Lead on Google Shopping, Google Maps, and Google Lens Education, experience that shaped his approach to shipping at scale, maintaining technical excellence, and growing teams without losing velocity. He previously founded plxLabs, and now leads Klarent, using AI to rethink software QA and help product teams catch bugs before their users do. He believes great products come from tight feedback loops, clear thinking, and obsessing over real user problems.
Articles by Asheem Panakkat
4 published
Why Klarent stopped teaching its AI agent through prompts and started putting the lesson from every failure into the functions the agent uses instead.

Shift left moves the bottleneck when AI agents write the code. See how shift out adds an independent QA layer that verifies behavior from the spec.

Why Klarent lets you export your test code and run it anywhere, and what that says about where the real value in autonomous QA lives.

We are officially naming our product as Klarent, and launching native mobile testing across Android and iOS.