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A production-ready LangGraph agent that discovers, audits, scores, enriches, and qualifies B2B prospects automatically.
How do you handle cases where the retrieval technically succeeds, but the returned context is incomplete or contradictory? Do you have a separate validation step before allowing the agent to generate the final response?
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Automating Resume Screening with AI
I recently worked on a recruiting bot that uses n8n to connect Gmail, Groq AI, and Google Sheets. The goal was to automate the resume screening process and save time for the HR team. I'm happy to say that it's working smoothly and has already saved a significant amount of time. The tech stack was a bit challenging to set up, but it was worth it in the end.
#n8n #automation #GmailTrigger #HTTPRequest
Follow for more: https://go.phonezait.de/
Built this interactive APK platform concept with ChatGPT + custom HTML, CSS & JavaScript.
The idea was to take the typical APK website and give it a more polished, Framer/Webflow-style product experience.
I created the layout, visual direction and interactions, then used ChatGPT to help develop the custom code and refine the experience.
✨ Custom-built interactions
📱 Interactive phone UI
🖱️ Mouse parallax effects
🎯 Hover animations
🌐 Responsive layout
⚡ Custom HTML, CSS & JavaScript
No off-the-shelf template. The experience was designed and coded specifically around the product concept.
#WebDesign #UIUX #ChatGPT #Framer #Webflow #HTML #CSS #JavaScript #InteractionDesign #Contra
Great visual execution!
Just published: Strategy and Copy Agent.
Most AI copy tools optimize for generation. I wanted to solve the harder problem:
How do you make AI-generated strategy evidence-backed, reviewable, versioned, and safely approved?
This case study breaks down the system I built around:
Evidence → Strategy → Copy → Review → Approval → Handoff
Including role controls, immutable revisions, deterministic checks, and exact-version approval.
If you’re building production AI systems where trust and control matter as much as output quality, this one is for you.
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