The 12-minute walkthrough
How engineering acceleration predicts a fundraise 21 to 47 days early
TL;DR: The 12-minute Velocity Verdict walkthrough demonstrates how GitHub engineering acceleration — commit velocity, contributor growth, infrastructure expansion — predicts fundraises 21-47 days in advance, backed by real public data. All examples are real.
This is the structured presentation of the Velocity Verdict framework — the same walkthrough I give investors who want to see the full argument before they subscribe. The examples are real. The data is public. The method is open.
Beat 1 of 5
The moment I realized the signal was right there in plain sight.
I was tracking a small fintech startup. Nothing special on the surface: no press, no AngelList buzz, no warm intros circulating. Just another company I was curious about.
Then their GitHub told a different story. In two weeks, their engineering output tripled. Four new contributors joined. They spun up three new infrastructure repos. They were clearly — and measurably — shipping faster. I flagged it in my notes.
Three weeks later, they announced a $4M Series A led by a top-tier fund.
The investors who got in had seen something I missed. Or maybe they just knew someone. That’s when it clicked: the signal was right there in the commit graph the whole time. Public. Free. Updating in real time.
“Nobody was reading it. So I built a tool that does. Now I send the names to you.”
Beat 2 of 5
The Velocity Verdict framework
Three signals that, together, predict a fundraise 21 to 47 days early — measured across a panel of 219 documented fundraises.
1
Velocity surge
Commit output deviates sharply from a startup’s own baseline — typically 2x–4x over 14 days. This is the earliest indicator.
2
Contributor spike
New developers join the public repo in a concentrated period. This means the team is scaling before the hire announcement.
3
Infrastructure buildout
New repos, new services, new architecture appear. The company is laying groundwork for the product that justifies the round.
When all three fire within a 14-day window, the pattern has historically preceded a fundraise announcement 82% of the time in the research panel. See the full methodology →
Beat 3 of 5
Real examples: the three-signal pattern before the announcement.
Each of these showed all three signals before the round hit the press. The data is public — you can verify every number.
Cursor · AI dev tools
Velocity surged 3.2x. Contributors jumped 64%. New infrastructure repos appeared. All visible in the open through 2024.
→ $2.6B Series B · Thrive Capital
Supabase · Dev infra
Steady climb in code shipped plus relentless release rhythm. Contributor base doubled in the preceding quarter.
→ $80M Series C
Resend · Email infra
Engineering buildout accelerated sharply ahead of the Series A. Three-signal pattern confirmed.
→ $18M Series A · Sequoia
Full panel of 219 fundraises at signals.gitdealflow.com/methodology — open and auditable.
Beat 4 of 5
Three objections I hear. Here’s my honest answer.
“I already have enough deal flow from my network.”
Your network shows you what other investors are already seeing. That’s table stakes, not an edge. The deals that generate outsized returns are the ones where you arrive before consensus forms. When five investors are looking at the same deck, terms get worse and you lose leverage. GitDealFlow surfaces companies that haven’t entered the pitch circuit yet.
“Public data can’t give me an edge, everyone has access to it.”
Everyone has access to SEC filings too. Quant funds still make billions parsing them faster and smarter. The edge isn’t in having exclusive data, it’s in reading what others ignore. Right now, zero investor tools package GitHub activity as a deal flow signal.
“I don’t want to read code. I’m an investor, not an engineer.”
You never touch code. That’s the whole arrangement. I read the engine; you read the verdict. Each name arrives with its sector, stage, and a plain-English reason it’s accelerating. The kind of line you can drop in front of your deal team and sound early, not technical.
Trial close — answer honestly:
If you’ve ever heard about a round the week after it closed, you already know why I built this.
Beat 5 of 5
You’re one Sunday away from being early on purpose.
The free Sunday email lands five names. Each one underwent the Velocity Verdict. Each one has a plain-English note, a sector, a stage. You read it in 90 seconds, pick the one in your lane, and close the laptop. That’s the habit.
This Sunday
5 names land. You read them in 90 seconds.
Month 1
You’ve reached out first while others wait for intros.
Month 6
Getting the read before everyone else is just how you source now.
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