Blog

409A Valuation Example: A Step-by-Step Walkthrough for Seed-Stage Startups

Walk through a complete 409A valuation example for a seed-stage startup — all three methods, the backsolve approach, DLO...

401(k) Vesting Schedules vs Startup Equity Vesting: What Every Employee Should Know

Compare 401(k) vesting with startup equity vesting — IRS rules, cliff vs graded vesting, tax treatment, and what to nego...

Preferred Equity vs Common Stock: What Startup Investors Get (And What Founders Give Up)

Understand preferred equity vs common stock — liquidation preferences, voting rights, anti-dilution protections, and wha...

Cliff Vesting Schedule Explained: 1-Year Cliff, 4-Year Vest, and Everything In Between

Learn how cliff vesting works — the 1-year cliff, monthly vesting after, what happens if you leave early, and how to neg...

6-Year Graded Vesting Schedules: Why More Companies Are Moving Beyond 4-Year Vesting

Learn why companies are adopting 5-year and 6-year graded vesting schedules — comparison tables, IRS rules, and negotiat...

1x vs 2x Liquidation Preference: What Founders Need to Know Before Signing a Term Sheet

Understand 1x vs 2x liquidation preferences — participating vs non-participating, payout examples at different exit amou...

YC SAFE Note Template: Download, Understand Every Clause, and Avoid Common Mistakes

Understand the YC SAFE note template — all 4 variants, post-money vs pre-money, conversion mechanics, and the most commo...

What Is Equity Management? The Complete Guide for Startups

Equity management is the process of issuing, tracking, and administering ownership stakes. Learn the key components, com...

The Shift to AI Native Infrastructure

Private Equity vs Venture Capital: Key Differences Every Startup Founder Should Know

Understand the key differences between private equity and venture capital — from funding stages and ownership stakes to ...

Free Cap Table Template for Excel and Google Sheets (2026 Download)

Download a free cap table template for Excel and Google Sheets. Step-by-step setup guide with formulas for ownership, di...

Using OpenCode with AINative: Frontier and Open Models Through One Endpoint

How to point OpenCode at AINative to get Claude, GPT-4o, Kimi K3, GLM-5, DeepSeek, and 20+ models from one OpenAI-compat...

GPU Inference: Understanding the Real Cost and Speed of Running LLMs

What actually drives LLM inference cost and latency — utilization, batching, cold starts, TTFT vs throughput — and how t...

Cody CLI: The Claude Code Alternative That Runs Any Model

Looking for a Claude Code alternative? Cody CLI brings any model, persistent memory, and MCP-native tooling to your term...

Mem0 vs ZeroDB: Choosing an Agent Memory Layer

An honest comparison of Mem0 and ZeroDB for AI agent memory — architecture, what each includes, portability, and how to ...

RAG Databases Explained: The Retrieval Layer Behind Reliable AI

What a RAG database is, how retrieval-augmented generation actually works end to end, why hybrid search matters, and how...

How to Fix AI Agent Amnesia with Persistent Memory

Why AI agents forget everything between sessions — and how a persistent memory layer (store, recall, reflect) fixes it. ...

The Self-Hosted LLM Guide: When to Run Your Own Models (and When Not To)

A practical guide to self-hosting open-source LLMs — the real cost drivers, GPU options, when it pays off vs an API, and...

What Is a Vector Database? A Plain-English Guide for AI Developers

What a vector database is, how similarity search and embeddings work, when you need one, and how to get started in minut...

AINative vs Cursor: Which AI Coding Tool Is Right for You?

A candid, feature-by-feature comparison of AINative (Cody CLI) and Cursor — models, memory, MCP, pricing — to help you p...

What Is a Cap Table

What is a cap table? Learn how capitalization tables work, what to include, common mistakes founders make, and when to m...

What Is RLHF? A Practical Guide to Collecting Human Feedback for LLMs

RLHF — reinforcement learning from human feedback — is how models like ChatGPT and Claude were aligned. This practical g...

What Is Vesting? Cliff Vesting, Graded Vesting, and the 4-Year Schedule Explained

What is vesting? Learn how cliff vesting, graded vesting, and the standard 4-year schedule work. Understand equity vesti...

What Is an Option Pool? How to Size It and What VCs Expect

If you've ever sat across a VC in a term sheet negotiation, you've probably encountered the phrase "option pool" in a co...

What Is a SAFE Note? Simple Agreements for Future Equity Explained

What is a SAFE note? Learn how Simple Agreements for Future Equity work, the difference between pre-money and post-money...

What Is a Liquidation Preference? How It Affects Your Startup Exit Payout

When a startup raises venture capital, the term sheet arrives with dozens of provisions—and buried among them is one tha...

What Is a Cap Table? The Founder's Complete Guide for 2026

What is a cap table? Learn how capitalization tables work, what to include, and common mistakes. Free cap table software...

What Is a 409A Valuation? Why Every Startup Needs One Before Issuing Options

Learn what a 409A valuation is, why the IRS requires one before issuing stock options, how much it costs, and how to mai...

Vesting Schedule Calculator: Model Your Equity Over 4 Years

When you join a startup or found a company, equity is often your most valuable compensation. But that equity doesn't lan...

Stock Option Agreement Template: What to Include and Common Mistakes

When a startup grants equity to an employee or advisor, the document that makes it official is the stock option agreemen...