Glueguidepm
04-Feb-2026
Building Roadmaps from Code Reality, Not Opinions
How to use discovered features, competitive gaps, and team capabilities to build data-driven roadmaps instead of opinion-driven ones.
Fatima Zahra Ghaddar
guidecto
02-Feb-2026
Spec Drift Detection: Stop Building Features Nobody Asked For
How spec drift silently derails engineering teams and how to detect it before you ship the wrong thing.
Tariro Mukandi
blogpm
29-Jan-2026
Automated Feature Catalogs: Why Your Wiki Doesn't Work
Wikis are always stale. Auto-generated feature catalogs from code analysis are always current. Here's the difference.
Tariro Mukandi
blogpm
28-Jan-2026
Competitive Intelligence from Code: How Gap Analysis Works
Automated competitive gap detection that scans competitor features and maps them against your codebase. Real intelligence, not guesswork.
Fatima Zahra Ghaddar
blogpm
22-Jan-2026
Stop Building Random Features: How to Actually Do Competitive Analysis from Code
Most competitive analysis is guesswork based on marketing pages. Code-level gap analysis shows exactly what you have, what competitors have, and what it would cost to close the gap.
Fatima Zahra Ghaddar
blogpm
20-Jan-2026
IBM AI Product Manager Certificate Review: Is It Worth It in 2026?
An honest review of the IBM AI Product Manager Professional Certificate.
Fatima Zahra Ghaddar