// RESOURCES
Operator-grade primitives.
Calculators, playbooks, lab notes, open datasets. All free. No gates. Used by 14K+ operators each month.
CALCULATORS
Model the number first.
// no email gate · share artifact + embed code on every output
Churn Cost Calculator
What your churn really costs per year. Compounded loss + 1pp reduction value.
▸ launch
LTV : CAC Modeler
Lifetime value, payback period, growth-ready or fragile.
▸ launch
Lead Engine Sizing
How many monthly leads to hit your revenue target. Per channel.
▸ launch
Rev-Share Modeler
Model a venture-build or revenue-share engagement payout.
▸ launch
PLAYBOOKS
Operator-grade reads.
- 18m
The 90-Day Revenue Engine Playbook
Hard artifacts per week. The exact deployment we ship to every engagement — from kick-off through first $25K MRR and handoff. Same ritual, every venture.
- 14m
The Operator Stack — 2026 Edition
The full stack we deploy on every engagement, with monthly run rates, rationale for every swap, and the specific decisions we'll never revisit until the data forces us to.
- 12m
Sweat-to-Equity Math for Venture Builds
How equity ranges get modeled in co-build engagements. The actual spreadsheet, the actual formulas, the actual ranges. What changes the multiplier, and when to walk away from equity in favor of rev-share.
- 16m
Multi-Touch Attribution that Survives iOS17
Click-based attribution is dead. View-through is mostly fiction. Here's the three-signal model that actually predicts revenue — built on 200 lines of SQL and a self-reported question.
- 17m
Building Churn.Guard — Engineering Notes
How we cut at-risk-account detection latency from 21 days to 3 — without ML. The three signals, the deterministic rules, and the architecture that runs on $30/mo.
- 11m
Why We Refuse Fixed-Bid Engagements
The hidden cost of fixed-bid + how rev-share aligns incentives between studio and founder. The exact math on why a $40K rev-share build outperforms a $400K agency project.
OPEN DATASETS
Numbers in the open.
// CC BY · cite us
1.2 GB
Anonymized lead-event corpus
2.4M lead events from 14 engines · CSV + Parquet
▸ request access
180 KB
Vertical benchmark snapshots
CPL, conversion %, churn % per vertical per quarter
▸ request access
42 KB
Agent latency telemetry
Time-to-first-token across our agent stack · weekly snapshots
▸ request access
OPERATOR DISPATCH
One signal per week.
Operator Dispatch is a weekly signal report. Lab notes, market reads, agent tactics, growth math. No fluff. ~3 minutes to read. 14,332 operators read the last one.
> last issue · 14,332 sent · 71% opened · 22% clicked