aid: bentolabs-ai
name: Bentolabs AI
description: >-
  Bentolabs AI builds Bento, a self-learning production infrastructure platform
  for AI agents. Bento ingests OpenTelemetry traces from agent applications and
  turns them into readable trajectories, plain-English failure-mode detectors
  (signals), alerts, clusters, evaluations, and versioned improvements — a
  closed loop that monitors what runs, surfaces silent regressions and
  behavioral drift, and compounds learnings back into the agent. It ships a
  Python SDK, a command-line client, direct OTLP export from any
  OpenTelemetry-speaking framework (LangChain, LlamaIndex, Mastra, Vercel AI
  SDK, Google ADK), a hosted MCP server, and packaged Agent Skills for AI coding
  tools. Y Combinator-backed.
url: https://raw.githubusercontent.com/api-evangelist/bentolabs-ai/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- y-combinator
x-tier: stub
x-tier-reason: portfolio-lead
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-18'
image: https://bentolabs.ai/og/default.png
tags:
- Company
- AI Agents
- Observability
- OpenTelemetry
- Tracing
- LLM Monitoring
- Evaluation
- Agent Infrastructure
- Developer Tools
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/bentolabs-ai-domain-security.yml
- type: Website
  url: https://bentolabs.ai
- type: DeveloperPortal
  url: https://docs.bentolabs.ai
- type: Documentation
  url: https://docs.bentolabs.ai
- type: GettingStarted
  url: https://docs.bentolabs.ai/quickstart
- type: Blog
  url: https://bentolabs.ai/blog
- type: GitHubOrganization
  url: https://github.com/BentoLabs-ai
- type: Login
  url: https://platform.bentolabs.ai
- type: TermsOfService
  url: https://bentolabs.ai/terms
- type: PrivacyPolicy
  url: https://bentolabs.ai/privacy
- type: Packages
  url: packages/bentolabs-ai-packages.yml
- type: SDKs
  url: packages/bentolabs-ai-packages.yml
- type: CLI
  url: cli/bentolabs-ai-cli.yml
- type: MCPServer
  url: mcp/bentolabs-ai-mcp.yml
- type: LLMsTxt
  url: llms/bentolabs-ai-llms.txt
- type: Authentication
  url: authentication/bentolabs-ai-authentication.yml
- type: Conventions
  url: conventions/bentolabs-ai-conventions.yml
- type: AgentSkill
  url: skills/_index.yml
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence