Most developers treat LLM tool-calling as a linear process
Most developers treat LLM tool-calling as a linear process, but that is where your agent reliability breaks down. When you allow an agent to call multiple tools in a single turn, the context window gets messy. The model often struggles to map output from Tool A to the input of Tool B, leading to hallucinated…
Read MoreNVM Activation error
When you install nvm latest verion and want to swith the node to use the latest verion , you get the activation error as below: >> nvm install 22.13.1 Installation complete. If you want to use this version, type: nvm use 22.13.1 >> nvm use 22.13.1 exit status 1: ‘C:Program’ is not recognized as an internal or…
Read MoreImplementation of seamless authentication between two Laravel apps
When a user logs in to one application, they should also be authenticated in other application without logging in again. 1. Use a Common Authentication System Ensure both Laravel apps share the same user database (either directly or via API). 2. Use tymon/jwt-auth in both apps Install JWT package in both: composer require tymon/jwt-authphp artisan…
Read MoreImplementation of Tabview in Laravel
To create a tabbed view in Laravel Blade for “My Organizations” and “All Organizations,” you can use Bootstrap, a popular CSS framework. Below is an example: Steps: Add Bootstrap CSS and JS:Include the Bootstrap CSS and JS files in your Blade layout file, e.g., app.blade.php. <link href=”https://cdn.jsdelivr.net/npm/bootstrap@5.3.0/dist/css/bootstrap.min.css” rel=”stylesheet”><script src=”https://cdn.jsdelivr.net/npm/bootstrap@5.3.0/dist/js/bootstrap.bundle.min.js”></script> Create a Blade File with Tabs:Create…
Read MoreEstimating the development timeline for an API when SQL queries are ready
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Estimating the development timeline for an API when SQL queries are ready involves evaluating several factors. Here’s a step-by-step approach: 1. Define API Scope Number of Endpoints: Count how many API endpoints need to be created. Complexity per Endpoint: Consider if endpoints are simple (e.g., a single query) or complex (e.g., require multiple queries or custom logic). Authentication…
Read MoreEstimating the development timeline for an API when SQL queries are ready
Estimating the development timeline for an API when SQL queries are ready involves evaluating several factors. Here’s a step-by-step approach: 1. Define API Scope Number of Endpoints: Count how many API endpoints need to be created. Complexity per Endpoint: Consider if endpoints are simple (e.g., a single query) or complex (e.g., require multiple queries or…
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