Packmind seamlessly captures your engineering playbook and turns it into AI context, guardrails, and governance.

🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr

FSPEC: The Spec-Driven, Multi-Agent Coding Factory. It is infrastructure for the "Dark Factory"—the emerging model of fully autonomous software development where AI agents handle all implementation while humans focus on defining what to build and why.

Guardrail capabilities for Pydantic AI — cost tracking, prompt injection detection, PII filtering, secret redaction, tool permissions, and async guardrails. Built on pydantic-ai's native capabilities API.

Open-source skills framework for Claude Code — 6 cognitive firewalls that prevent hallucination and bias in AI agents

Open source rule enforcement for AI agents. One line of code to‎ ‎enforce, trace, and improve. ‎ ‎

Validate that supporting text quotes in your data actually appear in their cited references

Real-time AI safety guardrails for LLM apps. 10 scanners: prompt injection, PII, harmful content, code vulnerabilities, obfuscation detection. Sub-ms latency. Python + TypeScript SDKs. MCP proxy. Claude Code hooks.

Give AI coding agents (Claude Code, Cursor, Aider, Codex) a structured autonomous loop with guardrails — boundaries, 5 verification gates, 3-layer self-reflection, and autonomous remediation. pip install ouro-loop. Zero dependencies.

Mechanical enforcement tools to prevent AI agents from bypassing established project standards.

A Python implementation of the VETTING (Verification and Evaluation Tool for Targeting Invalid Narrative Generation) framework for LLM safety and educational applications.

LLM budget control and cost governance for AI agents. Python library for token budgets, usage limits and guardrails for OpenAI, Anthropic, LangChain, LangGraph and agentic systems.

L0: The Missing Reliability Substrate for AI. Streaming-first. Reliable. Replayable. Deterministic. Multimodal. Retries. Continuation. Fallbacks (provider & model). Consensus. Parallelization. Guardrails. Atomic event logs. Byte-for-byte replays.

L0: The Missing Reliability Substrate for AI. Streaming-first. Reliable. Replayable. Deterministic. Multimodal. Retries. Continuation. Fallbacks (provider & model). Consensus. Parallelization. Guardrails. Atomic event logs. Byte-for-byte replays.

paceval is a high-performance mathematical runtime for deterministic AI and energy-efficient edge computing.

AI coding rules that actually work. Enforce instruction files via hooks — CLAUDE.md, .cursorrules, copilot-instructions, and more.

Forge rough ideas into drift-proof execution contracts for AI coding agents. 6-step pipeline, 16 agents, 8 skills, lifecycle hooks, 5 tech presets.

Simple implementation of AI Guardrails using Google ADK.

Runtime guardrails for AI agents that enforce token budgets, loop limits, and tool rate limits locally.

A secure, governable AI gateway for Splunk with operational guardrails. An alternative to Splunk AI Assistant focused on safety, compliance, and predictable results using a 'Configuration as Code' approach."