Highlights

SDK parity

Expanded the Python SDK across agents, datasets, experiments, LLM settings, MCP servers, OKF, protocols, skills, tools, and users.
Added account registration/login and API-token lifecycle management.
Added typed resource-specific models, multipart helpers, and explicit omitted-value semantics.
Closed remaining request/response compatibility gaps and added API-contract tests.

New experiments automatically provision their protocol canvas.
Factor baselines now stay synchronized with bound canvas values.
Protocol execution preserves payload-only handoffs instead of unnecessarily converting them into conversational messages.
Added regression coverage for experiment creation, bindings, prompt assembly, execution, and supervisor behavior.

Added static HTTP authentication through bearer tokens or arbitrary validated headers.
Added encrypted environment credentials for stdio MCP servers.
Added standards-based OAuth authorization with PKCE, callback handling, refresh tokens, reauthorization status, and credential revocation/clearing.
Added credential management from MCP node inspectors without exposing stored secret values.
Added safe public OAuth callback routing and popup communication.
Enforced owner-scoped credential operations.
Preserved omitted-versus-explicit-clear semantics for credential updates.
Added configuration for callback/frontend URLs and optional Client ID Metadata Documents.
Upgraded and pinned Motoro v0.9.0, which supplies encrypted persistence, cross-process credential coherence, serialized refresh rotation, and stale-callback protection.
Added backend and frontend authentication regression tests.

Full Changelog: v0.7.0...v0.8.0