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Ideas built under a deadline.

Notes from hackathons, builder tracks, and short experiments—what we tried, what changed, and what was worth carrying forward.

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2026

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01

Hack Canada

100users

Continued After Event

Hackathon · Agent Systems · Team build

Problem

Early-stage Canadian startups often have to run go-to-market themselves across disconnected tools, limited distribution networks, and expensive sales workflows.

Build

We built 100users, an AI GTM agent for early-stage startups that combines prospecting workflows, parallel scraping, and memory-backed agent coordination into a single agent-first system.

Takeaways

  • Parallel scraping became the main technical bottleneck, so speed and coordination mattered more than adding extra features.
  • Even without pitching, finishing a working system proved the idea was worth continuing after the hackathon.
  • Hackathons do not always end cleanly, but real momentum still comes from shipping something useful.
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