Practical AI news, automation tips, and real-world insights to help your business stay ahead.
A Miami startup just launched an AI model with a 12 million token context window at one-fifth the cost. Here is what that means for your business and why context windows matter more than you think.
Harvard Business Review says companies need agent managers to thrive in the AI era. Here is what that means for your business and how Flowtivity handles the technical side so you can focus on what you do best.
Complete guide to self-hosting Multica for data sovereignty, compliance, and full control over your AI agent infrastructure. Docker deployment, security hardening, and monitoring included.
Deep dive into Multica skills system: how reusable agent capabilities compound over time, with practical examples for Australian businesses using AI agent management.
Real-world case study of using Multica to coordinate multiple AI agents for Australian SMB clients. Learn how Flowtivity reduced agent management overhead by 70% while scaling from 2 to 8 concurrent AI agents across consulting engagements.
A practical guide to evolving from simple ChatGPT prompts to autonomous AI super agents with sandbox execution. Covers the agent capability hierarchy, multi-model architecture for cost management, and why Australian businesses are uniquely positioned for the super agent transition.
ByteDance DeerFlow is an open-source multi-agent framework that orchestrates specialized AI agents for complex tasks. Full review with architecture, benchmarks, and comparison.
Uber blew its entire 2026 AI budget in 4 months running Claude Code. Qwen 3.6-27B scores 77.2% on SWE-bench, runs on a single RTX 5090, and costs $209/month instead of thousands. Plus: why it beats DeepSeek V4 Flash for agent fleets.
DeepSeek V4, GPT-5.5, Claude Opus, and GLM compared on cost, benchmarks, and self-hosting viability for autonomous AI agent fleets.