The CVF Journal
Field notes on capital efficiency, the EBITCAC framework, and the economics of non-dilutive growth for Series A/B SaaS startups.

Affirmative vs Negative vs Financial Covenants: The 3 Types Explained (2026)
The three types of loan covenants explained for SaaS founders: affirmative (must do), negative (cannot do), and financial (numbers to hold), with examples and triggers.
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SaaS M&A Synergy Capture: A 100-Day Integration Playbook (2026)
Turn modeled M&A synergies into real cash. A 100-day integration playbook for SaaS: capturing cost and revenue synergies without breaking the business you bought.
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Venture Debt Covenants to Avoid: Red-Flag Terms Founders Should Push Back On
Which venture debt covenants to refuse, how to push back on red-flag terms, and what a covenant breach really costs. A negotiation guide for SaaS founders.
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Venture Debt Term Sheet: A Line-by-Line Walkthrough (2026)
Every line of a venture debt term sheet changes what the loan costs or what it can do to your company. Here is how to read and negotiate each one.
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How to Finance a SaaS Roll-Up Without Dilution
Fund ten acquisitions with equity and you can lose the company before the strategy pays off. Here is how to finance a SaaS roll-up without dilution.
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How to Model M&A Synergies in a Software Deal
The headline synergy number wins deals and loses money. Here is how to model cost and revenue synergies in a software deal, net of realization risk and timing.
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What Is a Good EBITCAC? SaaS Benchmarks by Stage
What separates a healthy EBITCAC from one that hides a loss? The input benchmarks by ARR stage, and the point where acquisition spend stops paying back.
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The True Cost of Revenue-Based Financing: Effective APR
The cap on a revenue-based financing deal is not its cost. Here is how to find the effective annual rate hidden inside an RBF term sheet.
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How to Raise Non-Dilutive Debt When Your SaaS Is Usage-Based
Usage-based pricing breaks the covenants lenders wrote for subscriptions. How to structure the borrowing base, covenants, and prep to raise non-dilutive debt.
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How to Fund a SaaS Acquisition Without Giving Up Equity
A profitable SaaS company can buy a competitor without selling equity by financing the deal against recurring revenue. Here is the capital stack and the sizing math.
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Earnouts in SaaS Acquisitions: How Founders Get Paid After the Deal
An earnout ties part of your acquisition price to targets you hit after close. Here is how SaaS earnouts are structured, what triggers payment, and how to protect yours.
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How to Finance AI Compute Costs Without Giving Up Equity
Training runs and inference bills add up fast. Here is how AI-native startups fund compute with credits, revenue-based financing, and venture debt instead of equity.
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