Blogs

AI Is Not Failing Because of Models. It’s Failing Because of Architecture.

Feb 24, 2026 | Ashnik Team | 4 min read

The enterprise AI narrative is dangerously misdirected. Every conference debate circles around model size, inference cost, prompt engineering, agent frameworks. That...

Ashnik at PGDay Mumbai 2026: Building a Secure MCP Layer for PostgreSQL

Feb 14, 2026 | Ashnik Team | 2 min read

PGDay Mumbai 2026, held on 7th February at IIT Bombay, brought together PostgreSQL practitioners, contributors, and engineers for a full day of focused technical discu...

Executing Zero-Downtime Server Replacement in a Large Payments Platform

Feb 14, 2026 | Sudheer Kumar | 3 min read

In large-scale payment ecosystems, infrastructure upgrades are never routine. These platforms run 24x7, process critical financial transactions, and have near-zero tol...

Building and Operating Observability at Banking Scale with Elasticsearch

Feb 13, 2026 | Hanumantha Reddy | 4 min read

TL;DR High-volume banking systems generate massive data, but the real challenge is detecting abnormal behaviour early. Elasticsearch forms the core observabi...

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...

Go to Top