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Engineering notes and implementation practices from AI Colleagues.

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Mar 20, 20266 min read
Dev Log

Dev Log: Building the Orcheo Plugin System

An inside look at the architecture decisions, implementation choices, and lessons learned while building Orcheo's managed plugin system — covering the loader, lifecycle CLI, stack-aware runtime targeting, the PluginAPI contract, and the WeCom and Lark listener plugins that validated the design.

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Mar 12, 20267 min read
Product

Orcheo Quick Start: From Your First Live Workflow to Private AI Bots

A practical introduction to Orcheo for first-time users: install the platform, start from Canvas templates, vibe-code a new workflow, deploy it to an Orcheo local server on your laptop, and then extend the same ideas into private AI bot workflows across Telegram, Discord, and QQ.

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Feb 20, 20266 min read
Dev Log

Dev Log: Why Orcheo Canvas Is Embracing Vibe-Coded Python Workflows

We are shifting Canvas workflow authoring from drag-and-drop editing to vibe-coding in Python: why we are making this change now, what we learned from building the visual editor, and how visualisation still matters.

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Feb 16, 20267 min read
Research

Applying Orcheo to Conversational Search: Key Insights from Our New Paper

Key takeaways from our new paper on building conversational search systems with Orcheo: modular workflows, reproducible experimentation, and a smoother path from prototype to production.

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