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Posts on lessons learned

Agentic Systems Architecture Lessons Learned Research Testing

Cover for Why Human-in-the-Loop Isn't a Safety Net — It's a Steering Wheel

Agentic Systems Lessons Learned

Maudel Team

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Feb 15, 2026

Why Human-in-the-Loop Isn't a Safety Net — It's a Steering Wheel

Our first HITL implementation was a gate. The real value came when we turned it into a co-pilot experience.

Cover for We Generated 192 User Stories in 2 Hours — Here's What We Learned

Agentic Systems Lessons Learned

Maudel Team

•

Jan 20, 2026

We Generated 192 User Stories in 2 Hours — Here's What We Learned

AI can compress weeks of planning into hours, but the quality of your input documents determines whether those stories are useful or just noise.