umer
@farooqu.bsky.social
We treat LLMs like black boxes, but they don't have to be.
I used Amp to debug my own AI workflow, and it felt like actual software engineering.
I documented this "Meta-Workflow" here: ufarooq.net/posts/using-...
Here is the breakdown: 👇
I used Amp to debug my own AI workflow, and it felt like actual software engineering.
I documented this "Meta-Workflow" here: ufarooq.net/posts/using-...
Here is the breakdown: 👇
Using AI to Debug Itself: A Meta-Workflow for Agent Optimization
As we build more complex AI workflows, we run into a new kind of “technical debt”: behavioral bugs. Agents hallucinate, ignore instructions, or get confused by edge cases. Unlike traditional software,...
ufarooq.net
December 8, 2025 at 6:04 PM
We treat LLMs like black boxes, but they don't have to be.
I used Amp to debug my own AI workflow, and it felt like actual software engineering.
I documented this "Meta-Workflow" here: ufarooq.net/posts/using-...
Here is the breakdown: 👇
I used Amp to debug my own AI workflow, and it felt like actual software engineering.
I documented this "Meta-Workflow" here: ufarooq.net/posts/using-...
Here is the breakdown: 👇