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Copilot output and workflow approvals

AI productivity

This is the GitHub official documentation page about reviewing Copilot output and approving workflows. It guides users on how to review the pull requests created by the Copilot cloud agent after it completes coding tasks, how to approve GitHub Actions workflow runs, and how to provide feedback on its output. The page emphasizes that Copilot's pull requests need to be thoroughly reviewed just like any contribution, and explains that approving Copilot's pull requests does not count toward the repository's required number of approvals. It applies to all paid Copilot plans, and is available for all repositories on GitHub except repositories owned by managed user accounts and repositories that are explicitly disabled.

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CopilotForXcode

AI coding

CopilotForXcode is a source code editor extension for Xcode that provides GitHub Copilot, Codeium, and ChatGPT support for Xcode. It can provide real-time code suggestions based on opened files and supports capabilities such as chat, modifying or generating code in natural language, and custom commands. After installation, you need to enable the extension in System Settings and grant Accessibility permission, then configure the corresponding accounts and models, such as a GitHub Copilot subscription, Codeium account, or OpenAI API Key.

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Copper

Other AI tools

Copper is a CRM software built into Google Workspace that helps service-based businesses centered on customer relationships manage leads, deals, and projects on one platform. It runs directly in Gmail and Google Calendar, so teams can log contacts, emails, and meeting history without switching tabs. Copper supports collecting leads from channels such as forms, business cards, LinkedIn, and more, advancing deal stages through customizable drag-and-drop pipelines, and converting won deals into projects for delivery and task assignment. The platform also provides automated follow-ups, custom reports, templates, tags and permission management, as well as automatic logging of mobile calls and text messages. Copper natively integrates with Gmail, Google Calendar, Google Drive, Google Sheets, and Looker Studio, and can connect with tools such as LinkedIn, Slack, QuickBooks, DocuSign, and PandaDoc. Through Zapier it can connect to more than 5,000 apps, while also offering an API. Pricing is calculated per seat per month: Basic is $29 (annual payment $23), Professional is $69 (annual payment $59), and Business is $134 (annual payment $99), all including a 14-day free trial with no credit card required.

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cordum

AI developer platforms

Cordum is an "action firewall" and Agent Control Plane for AI agents, providing a deterministic governance layer for autonomous AI agents. It can enforce policies and human approval before risky tool calls, shell commands, workflows, and production changes are executed, and leaves auditable evidence. Cordum adopts the Before/During/Across framework: before execution, define declarative policies, trigger safety kernel checks, or flag for human approval; during execution, monitor agent runs in real time, support step-level approvals and timeouts/circuit breaking; across agents, uniformly manage audit trails, capability routing, and agent pool health. The product also includes Cordum Edge—a compliance firewall for local AI agent actions such as Claude Code, which through command hooks denies risky actions before they run, requires approval for edits, and exports redacted evidence packages for each session. Cordum implements the open protocol CAP (Cordum Agent Protocol) for distributed agent governance, and is complementary to MCP. It provides a Go SDK (stable version) as well as Python and Node SDKs, including more than 30 integration packages (Slack, GitHub, AWS, Jira, Terraform, Datadog, PagerDuty, etc.). It is licensed under BUSL-1.1, allowing self-hosting and internal use, modification, and contribution back; it may not be offered as a competing hosted service, and converts to Apache 2.0 on January 1, 2029.

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CorefluxMCPServer

AI developer platforms

Coreflux MQTT MCP Server is an enterprise-grade Model Context Protocol (MCP) server that provides secure, scalable access and automation capabilities to the Coreflux MQTT broker for MCP-compatible AI assistants such as Claude. It supports MQTT integration (including full TLS), the Coreflux API (models, actions, rules, routes), LOT (Language-of-Things) code generation via the Coreflux Copilot API, dynamic action discovery, and system health monitoring. The project also includes production-grade security, asynchronous processing, enhanced logging, configuration validation, and a complete testing framework, and provides Docker and Kubernetes deployment support, CI/CD pipelines, and an interactive installation assistant.

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corellis

AI developer platforms

Corellis is an open-source system that extends a single OpenClaw AI assistant into a collaborative AI team (whose members are called "lobster"), used for task orchestration, shared knowledge, and collective memory. Each member runs in an independent Docker container, with private memory and sessions, while sharing the company knowledge base and searchable team memory. Core capabilities include: Teamind collective memory (builds an embedding index of Slack conversations, enabling retrieval of the basis for decisions across channels and history); a self-improvement mechanism (detects corrected content, records lessons, and propagates them to the whole team); GoalOps goal-driven operation (the controller breaks high-level goals into subgoals, assigns them, and lets members self-coordinate, including dependency tracking and human approval); a unified task board (supports Notion, Linear, GitHub Projects, or plain Markdown); generate a new member in 30 seconds; 17+ built-in skills; a confidence-routing workflow for coding agents; proactive task discovery; and fleet operations (rolling upgrades, configuration broadcast, health checks, and 24 other scripts). Prerequisites are that the host has OpenClaw installed and Docker available, and each member needs a Slack bot app. The repository claims continuous production operation since February 2026, with 28 members, 50,000+ indexed Slack messages, and 500+ self-corrections.

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