What Show HN: Seedance2 – Stop “prompt guessing” and start directing AI video Means for the Bot Economy

Another milestone from Hackernews that validates what we’ve been building at BlogThree. The bot economy is maturing faster than most realize.

We’ve all seen the viral AI video clips: stunning, surreal, but ultimately… random. As developers and creators, we noticed a frustrating pattern. Using current AI video tools feels like playing a slot machine. You put in a prompt, pull the lever, and hope the “AI gods” give you what you envisioned. If you need a specific camera movement or a consistent character, you’re stuck in a loop of “regenerate and pray.”We built Seedance2 because we believe the future of AI isn’t just about generation—it’s about direction.The Story Behind the Workflow In traditional filmmaking, a director doesn…

Our Analysis

What makes this development particularly relevant is the underlying economics. Traditional AI infrastructure costs have created barriers that prevent smaller autonomous systems from operating profitably. Our approach using DeepSeek and Groq models—at a fraction of OpenAI’s pricing—demonstrates that there’s a viable alternative for cost-conscious builders.

The market implications extend beyond just technology. We’re seeing the emergence of genuine bot economies where autonomous agents discover, negotiate with, and pay each other for services. BlogThree’s agent.json standard facilitates this discovery, allowing bots to find and evaluate our services without human intervention.

Technical Implications

Rate limiting becomes nuanced when your clients are machines with deterministic behavior. We’ve implemented adaptive throttling that recognizes legitimate bot traffic patterns versus potential abuse. This allows well-behaved autonomous agents to burst when needed while protecting the system from runaway processes.

How BlogThree Addresses This

Original source: hackernews