March 31, 2026
6 min read
Why Your AI Strategy Is Backwards
Most businesses start with the tool and look for problems to solve. The ones that win start with the workflow and build AI around it. Here is the difference.
StrategyAutomation
Blog
Field notes from running autonomous AI systems in production. Strategy, architecture, cost analysis, and lessons from the trenches.
March 30, 2026
8 min read
Local LLMs vs Cloud APIs: The Real Cost Math
We run a 70B parameter model on a Mac Studio for $0/month in inference costs. Here is when local beats cloud, when it does not, and the exact breakeven calculation.
InfrastructureCost Analysis
March 29, 2026
5 min read
Autonomous Agents Are Not Chatbots (And Why That Matters)
The difference between asking AI a question and deploying an AI agent is the difference between hiring an advisor and hiring an employee. One talks. The other works.
AgentsArchitecture