Insights for builders & founders.
Practical writing on consulting, development, and growth marketing — from the team that ships them.
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TechnologyHow Candy.ai Built its AI Girlfriend Technology
Ever wondered how Candy.ai actually works behind the scenes? This guide breaks down the technical architecture of an AI girlfriend platform, including conversational AI, memory systems,…
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CostingAI Chatbot Cost Breakdown for SMB vs Enterprise
How much does an AI chatbot cost for an SMB compared to an enterprise? This guide breaks down AI chatbot development costs by business size, pricing…
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CostingAI Girlfriend App Development Cost Breakdown: Costs to Build in 2026
Planning to build an AI girlfriend app in 2026? This complete cost breakdown explains how much it costs to develop an AI companion platform, from MVP…
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CostingHow Much Does it Cost to Hire a Vibe Coding Developer?
How much does it cost to hire a vibe coding developer? This guide breaks down vibe coding developer rates, freelance pricing, agency costs, regional hiring differences,…
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TechnologyShould I Hire a Vibe Coder or a Senior Developer?
Should you hire a vibe coder or a senior developer? This guide compares AI-assisted vibe coding with senior software engineering across speed, cost, scalability, security, maintenance,…
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TechnologyRAG Models: Scalability, Latency and Memory Usage Explained
The engineering arithmetic of production RAG: where the milliseconds go, what vector indexes really cost in RAM, when to quantize vs shard vs replicate, and how…
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TechnologyAI-Based Scoring Models: How They Work, Benefits, Types & Use Cases
AI-based scoring models use machine learning to analyze business data, identify patterns, and generate predictive scores for different outcomes. This guide explains how AI scoring models…
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StrategiesAI Companion Industry: CAC, LTV, and Churn Benchmarks
AI companion apps have unique unit economics, with strong monetization but challenging retention and acquisition constraints. This guide examines CAC, LTV, churn, retention, and contribution margins…
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TechnologyHow to Integrate AI into an Existing Business or Platform?
Learn how to integrate AI into your existing business platform without rebuilding your software from scratch. This guide covers a step-by-step AI integration process, technology stack…
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CostingWhat Does It Cost to Make an AI-Built MVP Production Ready?
AI-powered development tools can build MVPs in days, but transforming them into secure, scalable, and production-ready applications requires additional engineering. This guide breaks down the cost…