Promptise Foundry

Promptise Foundry is a production AI agent framework for building autonomous agents. Its own description calls it a foundation layer for agentic intelligence and says it is meant to move projects from prototype to production with one framework and one install.

The framework is organized into five subsystems. The Promptise Agent can turn an LLM into a production-ready agent with one function call, discover tools by pointing at MCP servers, search and inject memory before each turn, and apply real-time guardrails against injection attacks. The Reasoning Engine provides 20 composable reasoning nodes, including Plan, Think, Act, Reflect, Critique, and Synthesize, plus seven prebuilt patterns and custom patterns built at runtime. The MCP Server & Client subsystem supports APIs with JWT auth, role guards, rate limiting, circuit breakers, HMAC audit logs, and a TestClient that runs the full pipeline without HTTP. The Agent Runtime adds cron schedules, webhook triggers, crash-recovery journals, LLM cost budgets, behavioral health monitoring, and mission-oriented execution, with deployment from YAML. Prompt & Context uses typed blocks with priority-based token budgeting, conversation flows that evolve per phase, output validation with auto-retry, an inspector, a version registry, and YAML loader plus pytest integration.

Other named features include vector memory with ChromaDB, Mem0, and in-memory options; semantic cache with per-user isolation, AES-256, and GDPR purge; human approval through webhook and callback handlers; model fallback with circuit breakers and auto-failover; real-time streaming of tool and token events; and observability destinations including Prometheus, OTel, HTML, JSON, webhook, and console. The page also lists production-ready, type-safe, and open source as attributes, and shows installation with pip install promptise and a GitHub link.

The text is aimed at teams building AI agents, especially those needing autonomous execution, production controls, governance, audit trails, and observability. Promptise Foundry is delivered as an installable Python package.