Builds Archive
Short-cycle builds, pivots, and lessons worth keeping.
Hackathons, builder tracks, and fast prototypes that taught me something useful. This archive covers 8 builds across 7 focus areas, and 2 of them carried on after the event ended.
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Jump to year:2026
2026
1 case study
Hack Canada2026
100users
Continued After EventHackathonAgent SystemsTeam 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.