ArticleResearch25 min
ASIF: An Origin Report on a Self-Measuring Multi-Agent System at Portfolio Scale
We built ASIF for a simple reason — one-shot AI is not enough; real AI work needs a control plane.
multi-agent systemsagent harnessobservability+4
Asif Waliuddin is the Founder and CEO of NXTG.ai, where he leads strategic initiatives in enterprise AI transformation.
Articles by Asif Waliuddin
ArticleInsights6 min
The End of Rented Intelligence
An agent reported a 6/6 breakthrough. My own team refused to believe it, found 1 of 6 on a blind check, and killed it. The end of rented certainty.
AI StrategyEnterprise AIConsulting
ArticleInsights7 min
Why Your AI Agents Need a Portfolio Architect, Not a Framework
Frameworks solve syntax. Portfolio Architects solve delivery. The distinction is the difference between code that runs in a demo and code that ships to production.
AIEngineeringLeadership
ArticleInsights6 min
From Program Manager to Portfolio Architect: The Role AI Is Creating
AI is collapsing the project management hierarchy. The role it's creating — Portfolio Architect — doesn't look like what came before.
AILeadershipEngineering
ArticleInsights6 min
The Automation Lineage: From Spreadsheets to Intelligent Systems
Every era of software development has had the same coordination problem. Every era has produced a more capable tool. Here's the lineage.
AIEngineeringHistory
ArticleProduct6 min
The Last Mile Problem: Why AI Code Compiles But Doesn't Ship
45% of AI-generated code contains security flaws. 86% fails XSS. The illusion of correctness is the real risk — and it's hiding in plain sight.
AISecurityEngineering