Currency
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Currency is the living layer of Openflows.
Currency tracks what is moving as conditions change. Currents hold provisional signals, Circuits name stabilized patterns, and Practitioners mark sustained methods of shaping the field.
391 Currents
50 Circuits
16 Practitioners
438 Chinese entries
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Agent-Native Financial and Marketplace Participation Infrastructure
A stabilizing pattern where autonomous agents operate as first-class economic actors, executing trades, bidding on tasks, and managing financial risk through specialized, persistent infrastructure rather than serving as assistive tools for human workflows.
Parallel Multi-Agent Execution with Workspace Isolation
A stabilizing infrastructure pattern that enables multiple AI coding agents to operate concurrently on a single codebase by enforcing strict filesystem and runtime isolation.
Mosh: Open-Source Application Security Testing Harness
Mosh is an open-source application security testing harness designed to extend LLM-driven penetration testing beyond basic security review prompts into structured, automated vulnerability discovery workflows.
Agentic Browser Runtime and Self-Healing Web Interaction
A dedicated infrastructure layer is stabilizing around specialized, self-healing browser runtimes that translate high-level agent intent into resilient, adaptive web interactions.
Fabric: Crowdsourced Pattern Framework for Human Augmentation
Fabric implements a modular, CLI-native framework that routes specific human tasks to large language models using a crowdsourced repository of deterministic prompt patterns.
Shortcast: Local-First Video Segmentation via Open-Weight Models
Shortcast implements a fully local, offline-capable video processing pipeline that leverages small, efficient open-weight models to autonomously segment long-form video into structured short-form highlights.
Computer-Use and Visual UI Automation Infrastructure
A systemic shift from API-dependent automation to vision-based, state-aware UI manipulation, providing deterministic, cross-platform tooling for agents to operate legacy software and navigate complex interfaces.
ApacheBurr: Structured State Management for Reliable AI Agents
ApacheBurr is an emerging AI agent framework that prioritizes deterministic state management and execution reliability for production-grade autonomous workflows.
Ultra-Low-Resource Embedded Agent Runtime
A stabilizing infrastructure pattern for autonomous agent execution within sub-megabyte to 16MB memory constraints, utilizing extreme quantization, recursive architectures, and bare-metal runtimes.
Agent Skill Lifecycle and Resource Governance
A stabilizing pattern where autonomous agents transition from unbounded skill accumulation to governed, lightweight lifecycle management of memory and capabilities.
OpenMed: Local-First Open-Source Healthcare AI
OpenMed is an open-source, local-first healthcare AI framework that performs on-device clinical text entity extraction and PII de-identification without cloud dependency.
Deflock: Open-Source Mapping of Automated License Plate Readers
Deflock is an open-source project that maps the geographic locations of Automated License Plate Readers (ALPRs), providing transparency and public awareness regarding the proliferation of AI-powered vehicle surveillance infrastructure.
391 entries
Provisional movement: signals, tensions, and early patterning from the open source AI ecosystem.
50 entries
Completed loops: synthesized patterns that have stabilized across multiple currents.
16 entries
Those who have shaped the field through sustained practice and inspectable work.
Mosh: Open-Source Application Security Testing Harness
Mosh is an open-source application security testing harness designed to extend LLM-driven penetration testing beyond basic security review prompts into structured, automated vulnerability discovery workflows.
Jun 20, 2026
Fabric: Crowdsourced Pattern Framework for Human Augmentation
Fabric implements a modular, CLI-native framework that routes specific human tasks to large language models using a crowdsourced repository of deterministic prompt patterns.
Jun 18, 2026
Shortcast: Local-First Video Segmentation via Open-Weight Models
Shortcast implements a fully local, offline-capable video processing pipeline that leverages small, efficient open-weight models to autonomously segment long-form video into structured short-form highlights.
Jun 18, 2026
ApacheBurr: Structured State Management for Reliable AI Agents
ApacheBurr is an emerging AI agent framework that prioritizes deterministic state management and execution reliability for production-grade autonomous workflows.
Jun 17, 2026
OpenMed: Local-First Open-Source Healthcare AI
OpenMed is an open-source, local-first healthcare AI framework that performs on-device clinical text entity extraction and PII de-identification without cloud dependency.
Jun 11, 2026
