ibrahim adamu

ibrahim adamu

Infectious Desease Researcher

About

I am a physician-epidemiologist who has spent over a decade at the frontline of infectious disease care and outbreak response in northeastern Nigeria. My work bridges clinical medicine, epidemiological research, ad health systems strengthening – all driven by a simple belief: evidence saves lives.

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Forums

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5h ago

why clean UI code means nothing when your underlying data model is broken.

built a stunning task management dashboard in record time by letting an agent write most of the frontend and state handling. it felt like pure magic watching features come together in minutes. however, when multiple users tried updating overlapping task states simultaneously, the database experienced silent race conditions because the generated backend lacked proper transaction locks.

how do you balance fast vibe coding with building robust backend architecture?

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1d ago

what unexpected background task did your ai agent run that burned through your API budget?

We set up an autonomous research agent to summarize competitor releases once a day, assuming it would take a few quick API calls. Turns out it got stuck in a recursive loop trying to parse a broken pagination script, running thousands of queries in the background before we caught it on the billing dashboard.

what is your story of an agent task getting way more expensive than you planned?

When auto mode blocks your agent, what should happen next?

Auto mode is the default in Claude Code now. A classifier checks every tool call, runs the safe ones and blocks the risky ones. Most days that is exactly what you want.

The part I keep coming back to is what happens after a block.

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