Career Tech

Entries

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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Match Amplified: VPS and infrastructure

Match Amplified: VPS and infrastructure

VPS and infrastructure: learning the boring stuff that keeps it all running This post is about the boring stuff that doesn't make it into demos or screenshots. But without it, nothing runs. During

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Match Amplified: what's already built

Match Amplified: what's already built

What's already built in Match Amplified What does Match Amplified actually do? The platform is in beta, but it's a fully functional beta, not a landing page with a waitlist. What's live today: **

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Match Amplified: the roadmap

Match Amplified: the roadmap

The roadmap: where Match Amplified is heading https://www.matchamplified.com Last post was about what Match Amplified already does. This one is about where it's going. A roadmap for a solo side p

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Match Amplified: choosing the name

How I chose the name Match Amplified Naming a project is almost as hard as building it! 😅 During the Buildathon, we called it NextStep. It was a nice name, but with too many collisions in the jo

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Match Amplified: what's next

Match Amplified: what's next

What's next: an honest closer to the series This is the last post in the series. Time to be honest about where things stand. What Match Amplified is now A side project and a portfolio piece. A

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