Ai Agents

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Match Amplified:

A live AI career platform that handles the full job-search workflow: discovery to tailored documents. Built solo on n8n + Supabase as an AI agentic system.

The average job search consumes 120-400+ hours over 3-6 months, with 70-90% rejection rates and €10-25k+ in lost income per transition. Candidates juggle 4-6 fragmented tools and stitch the workflow together by hand.
ProductOngoingJanuary 2026Building in publicAI agentsCareer techSaasCase studyProduct managementProduct builderMatch amplified
From the Buildathon to Match Amplified

From the Buildathon to Match Amplified

Table of contents Context: The Buildathon I'm writing about the Buildathon a bit late. Intentionally. I wanted to share what came after, not just what happened during. Back in January 2026, I

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Match Amplified: the agentic architecture under the hood

Match Amplified: the agentic architecture under the hood

Match Amplified: The Agentic Architecture Under the Hood This is the technical companion to the Match Amplified product case and part of a series of articles o

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Match Amplified: From Lovable to Claude Code

Match Amplified: From Lovable to Claude Code

From Lovable to Claude Code https://www.matchamplified.com I've used Lovable for personal projects before: a winding-down routine webapp, a budget app with receipt "OCR" and LLM-powered auto-categ

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