# Synth AI

## Docs

- [Benchmark Improvement](https://docs.usesynth.ai/managed-research/benchmark-improvement.md): Run a benchmark-focused Managed Research task with evidence and budget controls.
- [Checkpoint Branching](https://docs.usesynth.ai/managed-research/checkpoint-branching.md): Create checkpoints and branch a run when a new direction is needed.
- [Concepts](https://docs.usesynth.ai/managed-research/concepts.md): Projects, runs, workers, context, artifacts, budgets, and approvals.
- [Data Factory Flow](https://docs.usesynth.ai/managed-research/data-factory-flow.md): Use Managed Research data-factory tools for intake, generation, review, and publish flows.
- [Eval Harness Improvement](https://docs.usesynth.ai/managed-research/eval-harness-improvement.md): Use Managed Research to improve an eval harness and leave reviewable evidence.
- [Managed Research](https://docs.usesynth.ai/managed-research/intro.md): Run hosted AI workers against repos and research goals, then inspect durable evidence.
- [Launch Fields](https://docs.usesynth.ai/managed-research/launch-fields.md): Reference for the main fields that shape a Managed Research run.
- [MCP Quickstart](https://docs.usesynth.ai/managed-research/mcp-quickstart.md): Connect a hosted MCP client, start a Managed Research run, and inspect evidence.
- [MCP Tool Reference](https://docs.usesynth.ai/managed-research/mcp-reference.md): Managed Research MCP tools grouped by intent.
- [Models and Harnesses](https://docs.usesynth.ai/managed-research/models-and-harnesses.md): Public Managed Research harnesses, model IDs, and reasoning-effort support.
- [OpenCode Harness](https://docs.usesynth.ai/managed-research/opencode-harness.md): Pin the OpenCode SDK harness and a supported public model.
- [Preflight and Errors](https://docs.usesynth.ai/managed-research/preflight-and-errors.md): Diagnose launch blockers, preflight denials, budget stops, and unsupported configuration.
- [Projects and Context](https://docs.usesynth.ai/managed-research/projects-and-context.md): Use projects to bind repos, files, datasets, credentials, notes, and reusable knowledge.
- [Providers and Credentials](https://docs.usesynth.ai/managed-research/providers-and-credentials.md): Bind provider capability for Managed Research launches without putting secrets in prompts.
- [Managed Research Quickstart](https://docs.usesynth.ai/managed-research/quickstart.md): Start one hosted research run, then read back state and artifacts.
- [Repo Review and PR](https://docs.usesynth.ai/managed-research/repo-review-and-pr.md): Ask Managed Research to review a repo, make a focused change, and return PR-ready evidence.
- [Runbooks and Work Modes](https://docs.usesynth.ai/managed-research/runbooks-and-work-modes.md): Choose run collaboration posture and goal posture for Managed Research.
- [Runs and Evidence](https://docs.usesynth.ai/managed-research/runs-and-evidence.md): Inspect run state, messages, tasks, actors, artifacts, checkpoints, usage, reports, and PRs.
- [Python SDK Reference](https://docs.usesynth.ai/managed-research/sdk.md): Reference guide for the managed-research Python SDK surface.
- [Python SDK Quickstart](https://docs.usesynth.ai/managed-research/sdk-quickstart.md): Use ManagedResearchClient to start runs, preflight projects, and inspect evidence.
- [Usage and Budgets](https://docs.usesynth.ai/managed-research/usage.md): Track Managed Research spend, budget caps, and hard-stop behavior.
- [OpenAPI Contracts](https://docs.usesynth.ai/reference/openapi.md): Canonical OpenAPI contracts for public Synth infrastructure APIs.
- [SDK Reference](https://docs.usesynth.ai/reference/sdk.md): Reference landing for the public synth-ai Python SDK.
- [SynthClient Reference](https://docs.usesynth.ai/reference/sdk/synth-client.md): Reference for SynthClient and AsyncSynthClient public infrastructure namespaces.
- [CLI](https://docs.usesynth.ai/sdk/cli.md): Use the synth-ai CLI for containers, tunnels, pools, and rollouts.
- [Containers](https://docs.usesynth.ai/sdk/containers.md): Create, list, inspect, and delete hosted container records with synth-ai.
- [Install and Authenticate](https://docs.usesynth.ai/sdk/install-and-auth.md): Install synth-ai and configure API keys, backend URLs, and client construction.
- [Synth AI SDK Overview](https://docs.usesynth.ai/sdk/overview.md): Python SDK and CLI for Synth infrastructure surfaces: tunnels, pools, and containers.
- [Pools](https://docs.usesynth.ai/sdk/pools.md): Create pools, launch rollouts, and read rollout artifacts, usage, summaries, and events.
- [SynthClient](https://docs.usesynth.ai/sdk/synth-client.md): Use SynthClient as the front-door Python client for containers, tunnels, and pools.
- [Tunnels](https://docs.usesynth.ai/sdk/tunnels.md): Manage Synth tunnel records and tunnel leases from the synth-ai SDK.

## OpenAPI Specs

- [openapi](https://docs.usesynth.ai/python-sdk/api-reference/openapi.json)