How to stand out for BentoLabs AI
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Apply with your Role Readiness, not just a resume.
Role Readiness is a 0-100 score for your target role, built only from proof - certifications, cleared simulations, ranked projects. It shows a recruiter what you can actually do, in one link, before any interview.
About BentoLabs AI
BentoLabs AI is the monitoring and learning layer for long-running agents. BentoLabs watches your agents in production, catches the silent failures your dashboards miss, and turns every resolved failure into something the agent actually remembers: a new skill, a corrected path, a subagent that didn't exist yesterday. Built by Abhinav and Kaushik the engineers who were the fix at Emergent for the problem Bento solves now, they helped scale the company from $0 → $100M ARR in under 8 months while topping SWE-Bench twice.
Bento's recursive learning engine has also lifted ARC-AGI-3 (internal) by 2.6x and Terminal-Bench 2.0 (internal) from 42.2% to 52.4% pass@1 with the same model, tools, and budget. Today, BentoLabs applies that expertise in production with unicorn companies. If your agents are failing the same way repetitively, talk to us.
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