Symbiotic Software: Building Products That Learn the User as the User Learns the Software
Licklider described it in 1960. The infrastructure to actually ship it didn't exist until LLMs. This is the design paradigm behind every product Akasi builds, and the architecture that makes it work.
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I Built a Car-Buying Agent for a Family Member. She Saved $4,500 and Never Talked to a Dealer.
A family member needed a specific car. I built an agent to research, contact every dealer, and triage replies in Slack. She saved $4,500 with zero haggling.
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Building Custom Business Calculators with Claude 3.5 Sonnet Artifacts
How to Build Custom Business Tools in Minutes (Without Hiring a Developer)
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Contractors: Using Notion AI to transform messy site-visit notes into structured client follow-up action plans
Turn Messy Field Notes Into Professional Client Plans With Notion AI
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Using Rundara's AI operations agent to automate day-to-day administrative workflows
Let Your AI Handle the Admin So You Can Focus on Growing
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Auto Mechanics: using Make.com and GPT-4o to transform technical repair notes into plain-language customer SMS updates
How to Turn Confusing Repair Estimates into Clear Customer SMS with Make.com and GPT-4o
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Using QuickBooks Online AI to automate background financial monitoring and expense auditing
How the Intuit Intelligence Layer Replaces Your Finance Department: A Workflow for Small Business Owners
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Using Runway Gen-3 to generate motion-matched environment plates for high-fidelity VFX compositing
Using Runway Gen-3 to Replace Traditional 3D Environment Plates in VFX Compositing
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What AI Actually Changes About Video Production (From Someone Who's Been Doing This 35 Years)
I've shot network TV. I've run documentary crews across three continents. Here's what AI actually changes — and what it doesn't.
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