AgentFlow: In-the-Flow Agentic System Optimization

Deploy and share agents with open infrastructure, free from vendor lock-in.

Recipes and resources for building, deploying, and fine-tuning generative AI with Fireworks.

🐔 Agentic systems explained with chickens. Workflows, agents & orchestration made simple. Mermaid diagrams included

AI dev that actually gets things done

Ship 10x faster by running multiple Claude Code sub agents in parallel. GitHub-native orchestration for AI coding agents—no conflicts, no complexity, just pure parallelized productivity.

🤖 A composable framework for building AI applications.

An open-source framework for building monolithic or distributed agentic systems, ranging from simple LLM calls to compositional workflows and autonomous agents.

A production-grade Python client for the Swarms API, providing a simple and intuitive interface for creating and managing AI swarms.

Template for agentic Chat & Memory Agents with Dapr runtime, UV simplicity, and OpenAI Agents SDK.

Operationalizing PM insights through working agents. Prompt libraries and tools for identifying governance risks before scaling programs, analytics, or AI systems.

Hardened Public Release of KAIROS invocation governance framework. Includes invocation terms, ethical compliance clauses, regulatory mapping, and sample outputs. Licensed under CC BY-NC-ND 4.0. License: Do not auto-generate via GitHub. Use hardened License.txt

TRuCAL: Truth-Recursive universal Correction Attention Layer An open-source PyTorch toolkit for real-time AI alignment and adversarial robustness. TRuCAL works via recursive attention masking, entropy-based vulnerability detection, and coherence loops to mitigate hallucinations and deceptive outputs without retraining. Maintained by The Clean Room.

An infrastructure-level exploration of language, cognition, and trust in agentic systems

A developer-focused knowledge repo documenting concepts, projects, and key takeaways from the Agentic AI Developer Certification Program.

Lybrary can be dropped into any AI-assisted development workspace. It gives humans and agents a shared, well-structured home for Markdown documents, prompts, specs, and playbooks so context stays organized across experiments, sessions, and handoffs.

The Semantics of Collapse: Lawful Instability in Agentic Systems - A Safe-to-Exist Analysis of Optimization-Driven Systemic Risk

Creator, Manager and Manager of Agent Prompts and Canary Tokens in Agent Repositories

Structural vulnerability assessment: proxy signals and lawful authority extraction in agentic systems

Reviewer-facing demo & resources for CNCF Agentics Day (MCP + Agents). Includes a 90-sec offline terminal demo, minimal MCP standards (config schema, annotations, error taxonomy, trace conventions), RAAG + workflow-first examples, and conformance snapshots.