# Chronicle Labs

**Canonical:** https://apis.io/providers/chronicle-labs/  
**Website:** https://chronicle-labs.com  
**APIs profiled:** 0

Chronicle Labs is a Y Combinator-backed (Spring 2026) company building infrastructure for teams running AI agents in production. The platform turns production data into staging environments: it reconstructs real end-to-end workflows from production data streams, generates test scenarios from those workflows, runs agents against replicated production environments (its Backtest Arena), and monitors live agents with autonomous fix and rollback. The pitch is to help engineering teams prove their AI agents work before they ship, replacing hand-built evals and "vibe-deploying" with backtesting against a team's actual operational reality. Typical customers run AI agents in customer service, payments, refunds, and other high-stakes workflows, and Chronicle Labs reports integrating with 100+ production tools. Founded in San Francisco by Ayman Saleh (CEO) and Rowan Zyadeh. At profiling time the product is accessed via a hosted web application behind sign-up; there is no public API, OpenAPI specification, or SDK, and the company publishes an llms.txt at its primary host.

## Kin Score — 6.7 / 100 (minimal)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 6.7).

| Facet | Score |
|---|---|
| Discoverability | 57.4 |
| Contract Quality | 0.0 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 4.8 |
| Commercial Clarity | 0.0 |
| Access Clarity | 0.0 |

## Agent readiness — 0.0 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | no |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Unknown — onboarding: unknown, pricing: unknown, trial: no (confidence: low).

## Security (1)

- **Chronicle Labs Domain Security** — TLSv1.3 · HSTS · DMARC

## Tags

Company, AI Agents, Agent Testing, Agent Evaluation, Observability, Staging Environments, Backtesting, LLMOps, Y Combinator, Artificial Intelligence

---

Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/chronicle-labs/). Scores are computed from the provider's own public artifacts under a published rubric.