A Practical Guide to Reducing Token Spend
Building a Swamp Workflow reduced real world token usage of an AI Agent by 8x and improved execution time by 2x - here is how to do it yourself.
Adam Jacob
Notes on systems, infrastructure, software, product, and the craft of building durable technology.
Latest posts
Laziness, Impatience, and Hubris
How Larry Wall's virtues of a Perl programmer inspire me in this era of engineering
Adaptive Building Blocks
Adaptive building blocks are how automation keeps up with AI development
Communication Breakdown
Talking with Stephen O'Grady about AI and building the machine that builds the machine
Avoiding the Lethal Trifecta for Personal Agents
How teaching your Claw about Swamp can help avoid the lethal trifecta
You still have to refactor, even with AI
Engineering with AI Agents doesn't mean you get to skip the fundamentals
As we build, so we believe
Building the machine that builds the machine, in order to learn what I believe about the future of my profession