SuperCool and the Rise of Truly Autonomous Creative Work
The generative AI market is overflowing with assistants. Most follow the same pattern: generate a draft, hand it to the user, and leave the final execution to a patchwork of other tools. The result is familiar to founders and creative teams alike. AI saves time at the start, but manual work quickly creeps back in […]
Enterprises Begin Embedding AI Agents Into Core Business Workflows
Artificial intelligence inside large organisations is shifting from experimentation to execution. For years, enterprise AI largely meant assistive tools that helped employees draft content, answer questions, or automate isolated tasks. Now, a growing number of major companies are testing AI agents designed to operate directly inside real business workflows. Several large enterprises across finance, insurance, […]
Why Decoupling Logic From Search Is Key to Scalable AI Agents
As AI agents move from experimental demos to production systems, engineering teams are running into a familiar problem: reliability. Large language models are inherently probabilistic. A prompt that succeeds once may fail the next time, even under identical conditions. To compensate, developers often surround agent workflows with retries, fallbacks, and branching logic designed to catch […]