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Respan for Startups

Production-grade observability, evals, and prompt management — ready in minutes. Stop building logging infrastructure and start building what your users want.

Proven at scale

Free tier to start. Two-line setup. No infrastructure to deploy.

What you get

Everything an early-stage team needs to ship and monitor AI features — ready from day one, free to start.

Skip the infra work

Don't build a logging pipeline, cost dashboard, or prompt versioning system. Respan ships all of it, ready from day one.

Debug in seconds, not hours

When a user reports a problem, find the exact request, see the full trace, and identify the issue — without adding print statements.

Track every dollar

Know which features, models, and users drive LLM spend. Make cost-quality tradeoffs with data, not guesses.

Measure quality from day one

Run automated evals on every output. Establish quality baselines before you have enough users to notice problems manually.

Iterate on prompts fast

Edit prompts from the dashboard. A/B test variants. See quality impact immediately. No deploy required.

Two-line setup

Wrap your LLM client with the Respan SDK. Everything is captured automatically. Under 5 minutes from signup to first log.

Free tier to start

Generous free tier that covers early-stage usage. Upgrade only when your product takes off. No credit card to start.

Scale without ripping out

Same SDK and dashboard from your first request to millions of daily calls. No migration, no re-architecture.

How startups use Respan

Build fast

  • →Skip building custom logging and jump to product work
  • →Instrument new AI features in minutes, not days
  • →Use the free tier for development and testing
  • →Deploy prompts without engineering bottlenecks

Ship with confidence

  • →Run quality evals before every release
  • →Debug user-reported issues in seconds
  • →Track quality baselines from your first users
  • →Compare model options with real production data

Grow sustainably

  • →Track and control LLM costs as usage grows
  • →Show concrete quality metrics in investor updates
  • →Scale the same tooling from 10 to 10M requests
  • →Onboard new engineers with shared dashboards

How it works

From signup to production-grade observability in under 5 minutes.

1

Sign up free

Create an account. No credit card required. Generous free tier covers early-stage usage.

→ Account ready

2

Add the SDK

Wrap your OpenAI, Anthropic, or framework client with Respan. Two lines of code.

→ Every call logged automatically

3

Search and debug

Find any request instantly. Trace agent pipelines. See exactly what happened and why.

→ Fast debugging

4

Evaluate and iterate

Run quality evals, update prompts, track the impact. All from the dashboard.

→ Better outputs, shipped faster

By the numbers

<5 min

from signup to first log

Free

tier to start

2 lines

of code to set up

Zero

infrastructure to deploy

Works with your stack

Model providers

  • OpenAI
  • Anthropic
  • Google Gemini
  • Groq
  • Mistral
  • Together AI
  • Any OpenAI-compatible endpoint

Frameworks

  • LangChain
  • LlamaIndex
  • Vercel AI SDK
  • Mastra
  • CrewAI
  • OpenAI Agents SDK

Languages

  • Python
  • TypeScript / JavaScript
  • Any language via REST API

Frequently asked questions

Frequently asked questions

Built for AI agents.
Break less.
Ship more.