Join us

ContentUpdates and recent posts about Magento 2 Multi Vendor Indian GST Extension..
Link
@faun shared a link, 1 week, 5 days ago

Best Practices for High Availability of LLM Based on AI Gateway

Alibaba Cloud’s AI Gateway just got sharper. It now handlesreal-time overload protectionandLLM fallback routingusing passive health checks, first packet timeouts, and traffic shaping. It proxies both BYO and cloud LLMs—think PAI-EAS, Tongyi Qianwen—and redirects load spikes or failures on the fly. F..

Best Practices for High Availability of LLM Based on AI Gateway
Link
@faun shared a link, 1 week, 5 days ago

Why language models hallucinate

OpenAI sheds light on the persistence ofhallucinationsin language models due to evaluation methods favoring guessing over honesty, requiring a shift towards rewarding uncertainty acknowledgment. High model accuracy does not equate to the eradication of hallucinations, as some questions are inherentl..

Why language models hallucinate
Link
@faun shared a link, 1 week, 5 days ago

The Big LLM Architecture Comparison

Architectures since GPT-2 still ride transformers. They crank memory and performance withRoPE, swapGQAforMLA, sprinkle in sparseMoE, and roll sliding-window attention. Teams shiftRMSNorm. They tweak layer norms withQK-Norm, locking in training stability across modern models. Trend to watch:In 2025,..

The Big LLM Architecture Comparison
Link
@faun shared a link, 1 week, 5 days ago

From Zero to GPU: A Guide to Building and Scaling Production-Ready CUDA Kernels

Hugging Face just dropped Kernel Builder—a full-stack toolchain for building, versioning, and shippingcustom CUDA kernels as native PyTorch ops. Kernels arearchitecture-aware,semantically versioned, andpullable straight from the Hub. It tracks changes with lockfiles and bakes inDocker deploysout of..

Story Trending
@laura_garcia shared a post, 1 week, 5 days ago
Software Developer, RELIANOID

RELIANOID Load Balancer Community Edition v7 on AWS using Terraform

🚀 New Guide Available! Learn how to quickly deploy RELIANOID Load Balancer Community Edition v7 on AWS using Terraform. Our step-by-step article shows you how to provision everything automatically — from VPCs and subnets to EC2 and key pairs — in just minutes. 👉 https://www.relianoid.com/resources/k..

Knowledge base Deploy RELIANOID Load Balancer Community Edition v7 with Terraform on AWS
Link
@faun shared a link, 1 week, 5 days ago

AWS, Microsoft and Google unite behind Linux Foundation DocumentDB database to cut enterprise costs and limit vendor lock-in

Document databases are crucial for AI apps in the gen AI era. Microsoft's open-source DocumentDB project, based on PostgreSQL, is moving to the Linux Foundation, offering a vendor-neutral, open-source alternative to MongoDB. DocumentDB's compatibility with MongoDB drivers and open source governance ..

Link
@faun shared a link, 1 week, 5 days ago

Sandboxed to Compromised: New Research Exposes Credential Exfiltration Paths in AWS Code Interpreters

Researchers poked holes insandboxed Bedrock AgentCore code interpreters—and found a way to leak execution role credentials through theMicroVM Metadata Service (MMDS). No outside network? Doesn’t matter. The exploit dodges basic string filters in requests and lets non-agentic code swipe AWS creds to ..

Link
@faun shared a link, 1 week, 5 days ago

Measuring Developer Productivity with Amazon Q Developer and Jellyfish

Amazon Q Developer now plugs into Jellyfish. Teams get a clearer view of how AI fits into the real flow of work—prompt usage, code adoption, PR throughput. Not just surface stats. The setup pipes data from AWS S3 straight into Jellyfish’s analytics engine. It tags AI users, tracks velocity gains, an..

Measuring Developer Productivity with Amazon Q Developer and Jellyfish
Link
@faun shared a link, 1 week, 5 days ago

Deploy a containerized application with Kamal and Terraform

A Docker-first workflow combinesTerraformandKamalinto a lean, Elastic Beanstalk-ish alternative—without the bloat. Terraform spins up a three-tier VPC and wires it toECR. Kamal takes it from there, booting containers on a raw EC2 box: app, proxy, monitor. One script. Done...

Deploy a containerized application with Kamal and Terraform
Link
@faun shared a link, 1 week, 5 days ago

You Vibe It You Run It?

Vibe Coding lets developers create software by chatting with AI, skipping traditional coding. But the non-determinism of AI prompts poses significant risks for reliability and maintainability, potentially leading to addiction-like dependence on this new tool. Think twice before fully embracing this ..

On the 1st of July 2017, the Indian government introduced the Goods and Services Tax (GST) to the general public. This tax replaced pre-existing taxes with a destination-based, multi-stage, indirect tax system. The GST applies to all eCommerce and Magento stores within India. The World Bank has stated that the GST is one of the most complex tax systems worldwide due to its intricate nature.

As the GST is bifurcated into multiple tax slabs, it has become more difficult to implement such a complex taxing system in Magento 2. Managing a multi-vendor marketplace entails dealing with numerous vendors who sell various products on your platform. 

This necessitates the computation of GST tax rates based on the product and its category, which can be intricate due to varying tax brackets. An automated system is needed to collect and accurately compute vendor tax rates.

The Magento 2 Multi-vendor Indian GST Extension, also called the Magento Multi-vendor GST Module by MageComp, confidently calculates GST for products sold through your Magento stores by vendors. The module fully complies with the Indian government's GST standards and prominently displays the vendor's GST number and summary in all Magento order documents.

Why choose MageComp’s Magento 2 Multi Vendor Indian GST Extension?

Allows admins to enable/disable the module for global, category, and product-specific configuration.
Orders that are placed with the GST module showcase a detailed bifurcation of tax rates in the order view, credit memos, invoices, new order emails and PDFs.
The GST module displays a detailed SGST and CGST tax bifurcation in the order details.
The module automatically calculates IGST, CGST and SGST based on the products added to the cart.

Benefits of Multi Vendor Indian GST for Admins

Allows admins to mention their GSTIN, CIN and PAN number in all order details.
Admins can import the product-specific GST via a CSV file.
Admins have the option to include or exclude GST tax rates from the product prices.
Admins can easily set their business origins and apply IGST (interstate Magento GST)
The module allows the admin to upload an image and a digital signature to display in invoice PDF.
Admins have the option to generate detailed GST reports based on orders and products.

Benefits for Vendors

Vendors are allowed to add their GST number to all invoices and other documents.
Vendors can set a GST rate from the backend grid while creating a product.
Vendors can also set a minimum order price to apply GST rates.

Benefits for Customers

Customers can enter the buyer’s GST number to signup.
Customers can update their buyer’s GST number any time they want from their account grid.