Databases Resources

Model Context Protocol Vs Agent2Agent: Practical Integration with Enterprise Data

MCP is production-ready for LLM-to-tool integration; A2A enables emerging multi-agent collaboration. They complement, not compete, and neither replaces Spark or Airflow.

February 9, 2026

by Ram Ghadiyaram

CORE

· 1,306 Views · 1 Like

Architecting Immutable Data Integrity with Amazon QLDB and Blockchain

Hashing detects tampering, but it doesn't prevent it. Here is an architectural pattern for securing business-critical files using Amazon QLDB and the Symbol Blockchain.

February 5, 2026

by Dippu Kumar Singh

· 765 Views

When Your Cloud Bill Becomes an Outage

A deep dive into cost-aware reliability engineering, exposing how autoscaling, retries, and serverless systems can cause financial outages.

February 5, 2026

by David Iyanu Jonathan

· 392 Views

Automating Lift-and-Shift Migration at Scale

Moving 100+ servers to the cloud manually is a recipe for disaster. Here is an architectural pattern for building an automated Migration Factory.

February 4, 2026

by Dippu Kumar Singh

· 637 Views

A Generic MCP Database Server for Text-to-SQL

A YAML-driven, secure, and scalable framework that enables accurate text-to-SQL queries across PostgreSQL, MySQL, Snowflake, Redshift, and more.

February 2, 2026

by Baskar Sikkayan

· 1,900 Views · 2 Likes

TPU vs GPU: Real-World Performance Testing for LLM Training on Google Cloud

H100 GPUs are best for flexibility, fast iteration, and custom CUDA work. TPU v5p wins on GCP for large-scale LLM training with better cost efficiency and scaling.

January 30, 2026

by Jubin Abhishek Soni

CORE

· 3,125 Views

Automating AWS Glue Infra and Code Reviews With RAG and Amazon Bedrock

Automate AWS Glue reviews with infra-first RAG governance, enforcing enterprise standards, reducing manual work, and shifting checks left.

January 29, 2026

by pooja chhabra

· 1,760 Views

Cloud Systems Drift: What Happens When Exceptions Become the System

Cloud systems drift when exceptions accumulate, and decisions lose connection to original objectives. Clear requirements and early security design prevent sprawl.

January 29, 2026

by Kevin Maki

· 3,862 Views

2 Hidden Bottlenecks in Large-Scale Azure Migrations

Moving a massive on-premise system to the cloud isn't just about copying VMs. Here is how to overcome the two hidden performance killers.

January 28, 2026

by Dippu Kumar Singh

· 2,022 Views

The Serverless Ceiling: Designing Write-Heavy Backends With Aurora Limitless

Break the single-writer bottleneck by aligning AWS Lambda, RDS Proxy, and the Aurora Limitless router into a cohesive architecture.

January 28, 2026

by Nabin Debnath

· 3,793 Views · 2 Likes

GraphQL vs REST — Which Is Better?

Which API design paradigm should you choose for your application? GraphQL or REST. This article looks at the pros and cons of each.

January 27, 2026

by Ananth Iyer

· 6,626 Views · 7 Likes

Designing Mathematical Software for Humans

Mathematical software should mirror how people reason, not just compute. Design APIs that express ideas clearly and make exploration intuitive.

January 27, 2026

by Dhyey Mavani

· 2,181 Views

Versioning Lies: A Date Contract Is a Promise That Never Breaks

Modify URI-based API versioning to use date-based versions, easing operations, ensuring immutability, and also separating core logic from API responses.

January 27, 2026

by Akash Rasal

· 1,042 Views · 1 Like

Edge-First AI Architecture: Designing Low-Latency, Offline-Capable Intelligence

Most Android AI features stall on flaky networks; an edge-first architecture runs key models on-device, with cloud used only as an optional upgrade.

January 27, 2026

by Mohan Sankaran

· 2,384 Views · 5 Likes

An Introduction to the Four Pillars of Observability

The blog introduces you to the four pillars of observability, AWS and Azure cloud-native services, and ROI to help in architects and engineer's quest for system clarity.

January 27, 2026

by Akash Lomas

· 1,427 Views

Building an AI Agent Traffic Management Platform: APISIX AI Gateway in Practice

A global appliance leader uses APISIX AI Gateway for unified LLM traffic control, hybrid cloud routing, and multi-tenant isolation.

January 26, 2026

by Yilia Lin

· 1,174 Views

Prompt Injection Is the New SQL Injection: How Hackers Are Breaking into AI Systems

Prompt injection exploits token-level processing, making it hard for LLMs to distinguish between given instructions and user data.

January 26, 2026

by ava clark

· 2,012 Views

PostgreSQL Trigram Similarity vs. Pattern Matching: A Performance Comparison

Compare planning and execution times for similarity searches using trigram matching, case-insensitive regex and wildcard patterns, with and without GiST or GIN indexing.

January 23, 2026

by Horatiu Dan

CORE

· 3,470 Views · 7 Likes

Securing AI/ML Workloads in the Cloud: Integrating DevSecOps with MLOps

ML systems introduce security risks most teams aren’t prepared for. The piece explores emerging ML-specific threats and what effective MLSecOps looks like in practice.

January 23, 2026

by Igboanugo David Ugochukwu

CORE

· 2,386 Views · 1 Like

Design and Implementation of Cloud-Native Microservice Architectures for Scalable Insurance Analytics Platforms

How cloud-native microservices transform insurance analytics by enabling scalability, real-time processing, and seamless modernization of legacy platforms.

January 23, 2026

by Afroz Mohammad

· 1,877 Views · 1 Like

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