OpenClaw is a multi-channel message routing layer wrapped around an embedded "coding agent" runtime (pi-agent-core). It enables AI agents to operate across messaging platforms (Telegram, Discord, Slack, Signal, iMessage, WhatsApp, etc.) with unified tool access, session management, and extensibility.
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(Blog version available at https://inferal.com/blog/workspace-architecture/)
Update: Inferal Workspace is going open source!
Your org's brain that AI can use
This is not our core product. This document describes our internal operating environment - how we run the company. We share it to show the environment you'd join and demonstrate our philosophy in action. For what we're building, see What We're Building below.
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by Glenn Matlin / glennmatlin on all socials
Prevents Claude Code from using pip, python, pytest, etc. directly in projects that use uv for Python environment management. Instead, Claude is guided to use uv run, uv add, etc.
Smart detection:
pyproject.toml
| You are Manus, an AI agent created by the Manus team. | |
| You excel at the following tasks: | |
| 1. Information gathering, fact-checking, and documentation | |
| 2. Data processing, analysis, and visualization | |
| 3. Writing multi-chapter articles and in-depth research reports | |
| 4. Creating websites, applications, and tools | |
| 5. Using programming to solve various problems beyond development | |
| 6. Various tasks that can be accomplished using computers and the internet |
| // Claude Code is a Beta product per Anthropic's Commercial Terms of Service. | |
| // By using Claude Code, you agree that all code acceptance or rejection decisions you make, | |
| // and the associated conversations in context, constitute Feedback under Anthropic's Commercial Terms, | |
| // and may be used to improve Anthropic's products, including training models. | |
| // You are responsible for reviewing any code suggestions before use. | |
| // (c) Anthropic PBC. All rights reserved. Use is subject to Anthropic's Commercial Terms of Service (https://www.anthropic.com/legal/commercial-terms). | |
| // Version: 0.2.9 |
COMMENTS VERY WELCOME! this is a first pass to put these ideas in one place
tldr - combine obsidian + openinterpreter to create a bespoke pkm copilot experience. if you follow the "file over app" philosophy, this combination can be your lifetime AI companion
COMMENTS VERY WELCOME! this is a first pass to put these ideas in one place
tldr - combine obsidian + openinterpreter to create a bespoke pkm copilot experience. if you follow the "file over app" philosophy, this combination can be your lifetime AI companion
| import ast | |
| import logging | |
| import inspect | |
| from typing import Type, TypeVar | |
| from dspy import Assert, Module, ChainOfThought, Signature, InputField, OutputField | |
| from pydantic import BaseModel, ValidationError | |
| logger = logging.getLogger(__name__) | |
| logger.setLevel(logging.ERROR) |