Feb 24, 2026 | Ashnik Team | 4 min read
AI Is Not Failing Because of Models. It’s Failing Because of Architecture.
Feb 14, 2026 | Ashnik Team | 2 min read
Ashnik at PGDay Mumbai 2026: Building a Secure MCP Layer for PostgreSQL
Feb 14, 2026 | Sudheer Kumar | 3 min read
Executing Zero-Downtime Server Replacement in a Large Payments Platform
Feb 13, 2026 | Hanumantha Reddy | 4 min read
Building and Operating Observability at Banking Scale with Elasticsearch
Why SFTP Is a Hidden Operational Risk – And How Enterprises Are Replacing It with Kafka Based File Transfer Platforms
Jan 13, 2026 | Manal Chitre | 5 min read
The incident did not begin with a system outage. It began with a missing file. A routine SFTP transfer—one that had worked reliably for years—quietly failed. The...
Where AI Fits in Marketing Automation, and Where It Should Stop
Jan 13, 2026 | Abhishek Singh Bhadouria | 3 min read
Over the past year, AI has become part of how I approach everyday marketing work. It shows up across content development, SEO thinking, performance analysis, and parts...
How Nginx Plus delivers secure and reliable access to VMware Horizon UAG setup in BFSI
Jan 13, 2026 | Vikrant Nalawade | 4 min read
The alert did not say the system is down. It never does. It said users were intermittently unable to connect. This is the most dangerous kind of failure: silent, inco...
OpenTelemetry Collectors: Re-architecting Observability Ingestion for Modern Production Systems
Dec 16, 2025 | Ashnik Team | 5 min read
For years, observability ingestion has been dominated by vendor-specific agents, collectors, and tightly coupled pipelines. Each monitoring platform came with its own ...
Building an MCP Server for PostgreSQL—My Journey to Making Databases Talk to AI
Dec 10, 2025 | Veerendra Pulapa | 4 min read
Over the last few weeks, I’ve been exploring how to make PostgreSQL “AI-ready” not by exposing it directly to an LLM, but by putting a secure, intelligent layer betwee...