The universal system operator and architecture for RxSwift
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Updated
Sep 21, 2023 - Swift
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The collaboration layer for teams building AI agents. Test, simulate, and trace your agents, while domain experts annotate behavior and engineers improve the agent from what they find.
annotations feedback-loop observability ai-safety ai-agents red-teaming llm llmops llm-evaluation llm-testing
Go library to create resilient feedback loop/control controllers.
kubernetes infrastructure reconciliation controller operator feedback-loop control-theory resilience robustness
An agent-based computational economy with macroeconomic equilibria from microeconomic behaviors
java agent finance simulation economics microeconomics feedback-loop complex-systems feedback-systems computational-economics arrow-debreu
An open-source cost controller for AI agent loops — stops a loop when it's actually converged and rolls back before it degrades, instead of running to a fixed max_iterations cap. Real-time loop-gain (Aβ) bands + best-so-far rollback. Adapters for LangGraph, CrewAI, AutoGen, LangChain, OpenAI Agents, and Claude Agent SDK; raw API for custom stacks.
python feedback-loop control-theory cost-control ai-agents claude autogen loop-detection early-stopping llm anthropic agentic crewai langgraph agentic-ai agent-orchestration openai-agents divergence-detection infinite-loop-detection verify-revise
Astra Skill Optimizer for GPT-6/Astra project Skill and workflow adaptation
ai skill developer-tools software-quality feedback-loop continuous-improvement ai-agents requirements-engineering conversation-analysis privacy-first openai-codex agent-skills claude-code project-optimizer
Spin aims to provide a versatile Feedback Loop implementation working with the three main reactive frameworks available in the Swift community (RxSwift, ReactiveSwift and Combine)
An Interactive Feedback Dialog for Android inspired from Google Maps Review section
Shared memory for AI coding tools: hybrid search, cited Q&A, harness memory discovery and a built-in Web console. Local index, MCP + HTTP.
wiki mcp embeddings memory-management feedback-loop knowledge-base obsidian personal-knowledge-base bm25 query-rewriting ai-agents rag local-first second-brain chromadb retrieval-augmented-generation ollama mcp-server cross-ide incremental-indexing
Tricorder provides simple, fast, focused feedback when hacking on Haskell (with or without LLM agents).
Controllers designed to the 5MW NREL wind turbine using Simulink and Fast V8
fast controllers controller matlab state-space simulink feedback-loop pitch artificial-neural-network linearization nrel openfast wind-turbines 5mw-nrel-controllers 5mw fastv8
半人马环 Centaur Loop：AI 员工的最小工作单元框架。把复杂岗位拆解为可由 AI 接管、由人类治理、由反馈和记忆持续进化的循环工作流 / The smallest work unit for building AI employees.
react typescript chinese feedback-loop workflow-automation human-in-the-loop ai-agents ai-agent ai-governance llmops ai-workflow open-source-ai human-ai-collaboration ai-infrastructure ai-startup ai-workbench agent-orchestration agent-memory openai-compatible agent-runtime
Arduino library and MATLAB/Simulink API for the AutomationShield Arduino expansion boards for control engineering education.
education arduino automation microcontroller embedded control didactic feedback matlab arduino-ide arduino-library simulink control-systems control-engineering feedback-loop educational-project process-engineering automationshield-library automation-education
Feedbacks is a tool to build feedback loops within a Swift based application. Feedbacks relies on Combine and is compatible with SwiftUI and UIKit
📬 PHP class to help webmasters handle bounce-back, feedback loop and ARF mails in standard DSN
php mail imap bounce mailbox pop3 eml-files delivery-status-notification feedback-loop arf-mails webmasters-handle-bounce mailbox-service
Documentation website for Samelogic Platform, APIs, and SDKs
ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-block detected secret leaks, and block matches in strict mode.
amp mcp opencode gemini thompson-sampling developer-tools cursor feedback-loop codex ai-safety ai-agents guardrails mcp-server claude-code agent-reliability self-improving-agents thumbgate pre-action-checks
Collect feedback in-game/in-app with STOMT for Unreal Engine.
game plugin community widget feedback crm blueprint unreal unrealengine unreal-engine ue4 feedback-loop feedback-systems unrealscript crm-system feedback-submission stomt mass-relationship-management ue4-modules
A self-improving personal state system: an AI agent reads your journal through PAD emotion, security/hope (G) and growth (XP) lenses, asks for your feedback, and turns it into rules. Python stdlib only.
python markdown cli stdlib quantified-self journaling feedback-loop obsidian mental-health self-improvement agents self-tracking preference-learning mood-tracker daily-notes personal-knowledge-management emotion-tracking ai-agent llm pad-model
A recursive self-improvement (RSI) workflow that evolves both target agents (e.g., Pi and DeepSeek Harness) and the RSI system itself.
python cli benchmarking feedback-loop rsi ai-agents agent-framework experiment-management large-language-models prompt-optimization workflow-optimization llm-agents deepseek recursive-self-improvement agentic-ai agent-evaluation terminal-bench agent-harness harness-engineering self-improving-agents
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