As the first Product Manager at BentoLabs AI, you will define the roadmap for our developer-facing observability platform. You’ll partner with founders to solve the silent failure problem in AI agents, shipping OpenTelemetry-native tracing and automated regression detection. This is a high-ownership role shaping the future of AI infrastructure from the ground floor.
Product Manager at BentoLabs AI
AI agents are moving to production, but they're breaking in ways current tools can't catch. Join BentoLabs AI as our first Product Manager to build the observability and drift detection infrastructure necessary for the agentic future. Backed by YC (P26), we're creating the "Datadog for AI agents"—turning silent failures into actionable learning loops. You will own the roadmap from day one, shipping OpenTelemetry-native tracing and working directly with founders. If you have 5+ years in B2B SaaS and a background in developer tools, this is your opportunity to claim ground-floor equity in a category-defining startup.
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Location
Remote
Compensation
Not Disclosed + Equity
Company
BentoLabs AI
Role overview
BentoLabs AI is a Y Combinator–backed startup that provides a monitoring and learning platform for long-running AI agents. The company builds production infrastructure that plugs into existing agent harnesses and observability stacks to watch AI agents in production, detect silent failures, regressions, and drift from user goals or tool contracts, and surface affected users and root causes. Its closed-loop system turns every resolved failure into durable agent intelligence—new skills, corrected paths, or subagents—so recurring failures are fixed once and stay fixed and each subsequent run benefits from everything previous runs have learned. BentoLabs combines observability, failure detection, root-cause triage, and human-gated recursive learning to help teams scale agent ecosystems without scaling human firefighting, effectively becoming the continuous improvement and reliability layer for production AI agents.
What you will do
- Lead extensive product discovery with developers building agentic systems to translate silent production failures into core product requirements.
- Architect and prioritize the product roadmap for observability features, including automated drift detection, tracing, and closed-loop learning systems.
- Work daily with engineering and design teams to iterate on technical features, ensuring the product delivers measurable ARR growth and adoption.
Who this is a fit for
- 5+ years of B2B SaaS Product Management experience, with a mandatory requirement for previous work on developer tools or AI-centric products.
- Proven ability to ship features that drive measurable business outcomes, such as ARR impact, retention lift, or significant adoption growth.
- Entrepreneurial mindset with experience in early-stage startups, ideally as a founding PM, and the ability to work within IST timezone overlap.
Why this role is remarkable
- First Product Manager hire at a YC-backed (P26) startup, providing a blank slate to define product strategy and discovery processes without legacy roadmaps.
- Solving the “silent failure” problem in AI agents by building OpenTelemetry-native observability tools, effectively becoming the “Datadog” for the next generation of software.
- High-impact opportunity to shape a category-defining infrastructure product at the pre-seed stage, including meaningful ground-floor equity and direct founder collaboration.
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