HoneyHive
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About
HoneyHive is an AI performance and reliability platform designed to help AI engineers debug, improve and monitor AI agents through end-to-end testing and observability. It offers features such as tracing, experiments, monitoring, prompt management, datasets, online evaluation, annotations, and automations. The platform supports various models, frameworks, and clouds, and integrates with OpenTelemetry. HoneyHive provides features for evaluation (automated and human review), tracing (distributed tracing and debugging), and monitoring (custom charts, dashboards, alerts). The platform also facilitates prompt management and dataset curation, and boasts integrations with various tools.
Platform
Task
Features
• observability
• human review
• evaluation
• playground
• datasets
• tracing
• custom evaluators
• experiment reports
FAQs
What is an event?
An event is a single trace span, structured log, or metric label combination sent to our API. It captures data from your system, including context fields.
What is an evaluator?
Automated evaluators are functions (code or LLM) that unit test events to generate a score. Human evaluators add oversight, aligning with domain expert scoring.
Do you help fine-tune models?
HoneyHive helps curate datasets from logs, which can be annotated and exported for fine-tuning using third-party providers.
Is my data secure?
All data is encrypted in transit and at rest, managed by AWS and ClickHouse Cloud. We conduct regular penetration tests and offer flexible hosting.
Can I log long-context traces?
Yes, we support logging up to 5MB per span ("1.7M tokens), supporting long-context models.
How do I manage and version prompts?
Prompts are stored as YAML, deployed and fetched using the GET Configuration API. We don't proxy requests via our servers.
How do I trace my application?
Use our SDKs and APIs, or async batch ingestion. OpenTelemetry is supported; manual instrumentation is also possible via APIs.
Pricing Plans
Developer
Free Plan• 10k events per month
• 90d log retention
• Up to 2 users
• Full evaluation and observability suite
Enterprise
Unknown Price• Custom usage limits
• SSO & SAML
• VPC hosting add-on
• Dedicated support and SLA
Job Opportunities
Member of Technical Staff, Product
HoneyHive provides AI performance and reliability through end-to-end testing and observability, helping debug, evaluate, and monitor AI agents.
Benefits:
Competitive salary + meaningful equity
Health, vision, and dental benefits
Unlimited PTO
Assistance in relocating to NYC or SF
MacBook Pro + peripherals
Education Requirements:
Bachelor's degree
Experience Requirements:
4+ years of experience as a full-stack software engineer
Other Requirements:
Expert-level understanding of React, TypeScript, D3.js, Tailwind CSS, and REST APIs
Exceptional design sense and attention to detail
Responsibilities:
Work on our core product and own new feature development end-to-end
Work with end-users to design delightful user experiences
Work with the engineering team to shape our foundational UI architecture
Collaborate closely with the founders to shape our product roadmap
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Member of Technical Staff, Systems
HoneyHive provides AI performance and reliability through end-to-end testing and observability, helping debug, evaluate, and monitor AI agents.
Benefits:
Competitive salary + meaningful equity
Health, vision, and dental benefits
Unlimited PTO
Assistance in relocating to NYC or SF
MacBook Pro + peripherals
Experience Requirements:
Deep expertise in distributed systems and event processing at scale
Other Requirements:
Strong systems programming background
Track record of building developer-facing products
Experience operating production systems in cloud environments
Responsibilities:
Design and implement high-throughput, real-time event processing pipelines
Own the development and optimization of our microservices architecture
Work with distributed databases like ClickHouse
Build and maintain deployment systems for seamless VPC integration
Work with the engineering team to shape our foundational architecture
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Developer Relations Engineer
HoneyHive provides AI performance and reliability through end-to-end testing and observability, helping debug, evaluate, and monitor AI agents.
Benefits:
Competitive salary + meaningful equity
Health, vision, and dental benefits
Unlimited PTO
Assistance in relocating to SF
MacBook Pro + peripherals
Education Requirements:
Bachelor's in Computer Science
Experience Requirements:
4+ years of experience building developer-focused content and programs
Other Requirements:
Exceptional writing skills
Track record of growing developer communities
Responsibilities:
Craft and publish high-quality technical content
Oversee our Hubspot mailing list
Develop and execute innovative growth hacks
Establish and evolve HoneyHive’s messaging
Work with Product Engineers to develop intuitive in-app onboarding flows
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