Saqib Jan on Muck Rack

Saqib Jan

India
As seen in: Medium, Flipboard, DEV Community, DZone, KDnuggets, The New Stack, Data Science Central, Security Boulevard, DevOps.com, AI Business and
Is this you? As a journalist, you can create a free Muck Rack account to customize your profile, list your contact preferences, and upload a portfolio of your best work. Claim your profile

Get in touch with Saqib

Contact Saqib, search articles and posts on X, monitor coverage, and track replies from one place.

Learn more about Muck Rack

Actions

Share this page

Is this you?

As a journalist, you can create a free Muck Rack account to customize your profile, list your contact preferences, and upload a portfolio of your best work.
Claim your profile

Articles

AI Agents Need Reliable Context Layer Not More Instructions

|
By Saqib Jan
| Techstrong.ai Verified
Software engineering has for the past two decades been defined by explicit instructions. Whether writing code or writing tests, the paradigm was to tell the machine exactly what to do, step-by-step. That model worked because the bottleneck in software delivery was human execution speed, and explicit instructions gave machines the precision they needed to assist without overstepping.
Open in Who Shared Issue with article?

Your AI Testing Framework Might Be Passing Tests It Should Be Failing

|
By Saqib Jan
| DevOps.com
The integration of AI into software testing pipelines has moved past the experimental phase in most engineering organizations that were going to try it. Engineering teams are not evaluating whether AI belongs in their testing workflows anymore, but are discovering, sometimes painfully, that the architectural decisions they made when integrating it are the ones that will determine whether it improves their release confidence or quietly erodes it.
Open in Who Shared Issue with article?

Platform Teams Have an SLO Problem, With Agentic Systems Making it Worse

|
By Saqib Jan
| Platform Engineering
Engineering teams running agentic systems in production tend to discover the same gaps in the same order. First, noticing that the dashboards look healthy, then realizing that a healthy dashboard and a correctly behaving agent are not the same thing — and it is somewhere in that apparently healthy system that an agent had been quietly producing outputs that fell outside any acceptable range of correctness for hours before anyone noticed.
Open in Who Shared Issue with article?
See all 73 articles
 •  Privacy  •  Terms  •  Security and Legal  •   •   •   • 

© 2026 Muck Rack

SOC 2® Certified