SMUAI Blog

Ten real Agent Skills failure modes—from invalid metadata and false portability claims to unsafe scripts and invented evidence—with standards-based fixes.

Byblos AI, the AI co-founder platform from StartMeUp AI, is now in private beta. Request access at byblosai.app, put Sy PM, Brand Manager, and Campaign Manager to work on a real idea, and tell us what to build next. We are also live on Product Hunt.

Sy PM, the AI product manager inside Byblos AI, is now in private beta. It turns founder context into connected, reviewable product artifacts while tracking evidence, confidence, dependencies, approvals, and a build-ready Co-CTO handoff.

Separate standards compliance, vendor compatibility, workflow quality, and runtime evidence with a ten-point Agent Skills audit designed for real engineering repositories.

When Everything Fell Apart — And Why That Was Just the Beginning Continue reading on Medium »

In the fast-paced world of software development, it can be tempting to rely on default configurations and settings to speed up deployment… Continue reading on Venture »

Facing Resistance? How to Convince Your Manager to Embrace AI Solutions? Continue reading on Follower Booster Hub »

Discover LightGBM’s leaf-wise growth & histogram binning revolutionizing ML and AI. See its efficiency & speed vs. XGBoost in this short… Continue reading on Medium »

After I quit my full time job, I recently started working remotely as a software developer & data scientist Continue reading on Medium »

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