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agi.diy - why i built an AGI that runs in your browser

look, i'm tired of the bullshit.

every AI tool wants:

• your $200/month
• your data on their servers
• you to trust them with your API keys
• you to wait for their features

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@tool Decorator Optional Type Annotation Fix - Complete Analysis

Issue Summary

Bug ID: #1151
Component: @tool decorator in strands-agents package
Severity: High - Incorrect API schema generation

Problem Description

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MCP Property Normalization Fix - Issue #1190

Quick Summary

Fixes MCP tool property normalization bug where anyOf JSON Schema properties incorrectly receive conflicting type: "string" defaults, breaking model type interpretation.

The Problem

# BROKEN: Always adds default type

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Strands Agents Integration Patterns - Executive Summary

🎯 Key Findings

Based on analysis of 44+ repositories in the Strands Agents ecosystem, I've identified four primary integration patterns that enable enterprise-scale deployment:

1. MCP (Model Context Protocol) Integration ✅

• Primary Use: Local tool integration and service connectivity
• Transports: stdio (local), HTTP/SSE (remote), streamable HTTP (high-throughput)
• Production Ready: Full enterprise configuration with retry logic, monitoring, security

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Strands Agents Integration Patterns & Protocols

Phase 3: Ecosystem Integration Analysis Complete implementation guide for integrating Strands Agents with existing systems and workflows.

📋 Table of Contents

1. MCP (Model Context Protocol) Integration
2. A2A (Agent-to-Agent) Protocol
3. AWS Service Integration

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Flipper Zero JavaScript Cheat Sheet

General Structure

• Path and File Information:

  print("Script path:", __filepath);
  print("Script directory:", __dirpath);

GPIO Usage

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Install

[wget ... or download](https://gist.github.com/acaa476865821b02813b8a8e88e59c13.git)
chmod +x run-local-multimodal-llm-openai-compatible.sh
./run-local-multimodal-llm-openai-compatible.sh

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// SPDX-License-Identifier: MIT
// OpenZeppelin Contracts (last updated v4.7.0) (access/Ownable.sol)

pragma solidity ^0.8.0;

import "../utils/Context.sol";

/**
 * @dev Contract module which provides a basic access control mechanism, where
 * there is an account (an owner) that can be granted exclusive access to

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// SPDX-License-Identifier: MIT
// OpenZeppelin Contracts (last updated v4.7.0) (access/Ownable.sol)

pragma solidity ^0.8.0;

import "../utils/Context.sol";

/**
 * @dev Contract module which provides a basic access control mechanism, where
 * there is an account (an owner) that can be granted exclusive access to

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// SPDX-License-Identifier: MIT
// OpenZeppelin Contracts (last updated v4.7.0) (access/Ownable.sol)

pragma solidity ^0.8.0;

import "../utils/Context.sol";

/**
 * @dev Contract module which provides a basic access control mechanism, where
 * there is an account (an owner) that can be granted exclusive access to