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Abdul Rauf Khan
Full-Stack Developer | Agentic AI Engineer | Framer Expert
New to Contra
Abdul Rauf is ready for their next project!
Most people don’t overspend, they lose visibility.
I’ve seen this repeatedly while building financial tracker dashboards.
When scattered transactions are visualized, patterns show up fast: where money comes in, where it quietly leaks, and what actually influences decisions.
Once...
Framer websites break when the structure isn’t planned.
Most Framer issues don’t come from visuals, they come from component logic.
Auto-layout, variants, CMS, and animations are closely tied together.
One small layout change can ripple into broken breakpoints or jittery motion.
...
Web scraping isn’t about "collecting data."
It’s about controlling uncertainty.
Most people think scraping = pulling rows from a website.
In real projects, the hard part starts after the first successful scrape.
The real challenges:
- DOM structures changing without notice
-...
Manual data collection doesn’t fail loudly, it fails silently.
Missed updates, inconsistent formats, and human delays slowly corrupt decisions.
Automated scraping turns external websites into reliable data streams with validation, scheduling, and alerts.
When scraping is built with...
Most SaaS AI platforms aren’t "intelligent" by default.
They’re pipelines.
User input is validated, enriched with context, passed through models, and then routed back through business rules before anything reaches production data.
The real work happens around the model:...
