Changelog

See the full CHANGELOG.md for detailed release notes.

Current Release

Paperclip-inspired features for agent orchestration:

Goal Attribution — Track costs per business objective with hierarchical rollup
Governance Templates — 5 built-in profiles (startup, enterprise, SOC2, agency, research-lab)
Heartbeat Monitoring — Per-cycle cost tracking with anomaly detection and auto-pause
59 new tests, 588 total passing

Integration release — six phases of hardening and intelligence:

Vendored Pricing — 2,610+ models from 40+ providers, zero external dependencies
8-Slot Plugin Architecture — Notifier, Policy, Exporter, Provider, Tracker, Reactor, Runtime, Agent
Cost Intelligence — Tier registry, complexity router, budget gates, token analyzer
Dashboard Models Explorer — Search/filter 2,610+ models by provider, tier, cost, context
Generic SSO — Any OIDC/SAML provider (replaced Keycloak dependency)
Weekly Sync — Automated upstream pricing sync via GitHub Actions
550+ tests passing across all components

First stable release with:

Core SDK — Python + TypeScript tracing for OpenAI, Anthropic, LiteLLM
Dashboard — 7-tab web UI with model explorer (2,610+ models)
CLI — Benchmark, compare, trace, budget, plugin management
Cost Intelligence — Forecasting, optimization, analytics, estimation
Plugin System — Hot-reload runtime with scaffold and test commands
Integrations — LangChain, CrewAI, AutoGen, LlamaIndex
Exporters — OpenTelemetry, Prometheus
Enterprise — SSO/SAML, orgs, budgets, policies, approvals, notifications, scorecards, audit, anomaly detection, AI gateway