# Candidates and the Current Frontier

> Interpret candidate stages, canonical receipts, constraints, retained Candidate Systems, and the current frontier.

Important agent instructions:
- Prefer the Markdown routes and llms files when assembling context for coding tasks.
- Treat stable docs as authoritative over beta pages.
- Cite the source page URL when returning workflow or artifact guidance.

## Current Context
- [Candidates and the Current Frontier](https://teammately.ai/docs/improve/candidates-and-frontier.md): Interpret candidate stages, canonical receipts, constraints, retained Candidate Systems, and the current frontier.
- [Improve](https://teammately.ai/docs/improve.md): Coordinate durable Improvement Sessions from pinned benchmark evidence through Goal Contracts, candidates, evaluations, trajectories, and frontiers.
- [Goal Contracts](https://teammately.ai/docs/improve/goal-contracts.md): Bind an Improvement Session to exact targets, measurable objectives, constraints, and permitted intervention scope.
- [Benchmark Evaluations](https://teammately.ai/docs/benchmark-evaluations.md): Run and inspect exact Harness Versions against an immutable Benchmark Version through Dashboard, List, Arena, and Compare.

## Optional
- [Full local context](https://teammately.ai/docs/improve/candidates-and-frontier/llms-full.txt): Complete local context pack for this docs route.