What’s worth building?
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- SYNTHETIC MINDS
Giving software a little judgment, and learning how much is too much.
- CONTRAPTIONS
Full-stack builds, from rough sketch to something people rely on.
- HUNCHES
Small suspicions worth chasing, even when most of them lead nowhere.
What I’m figuring out
Less about having answers.More about exploringbetter questions.
The work sits around software engineering, AI, and the ideas that connect them. Some projects become products, some become experiments, and some simply become lessons worth sharing.
Maintenant
Something currently being
- built.
- understood.
- followed.
built
A leaner way to run AI agents
We have been burning through a lot of tokens letting AI agents do work that doesn’t always need a full LLM pass. I am currently exploring and building an approach to make agents more token-efficient and cost-aware using lightweight classification, deterministic logic, and selective LLM calls instead of sending everything through an expensive model.
understood
A new approach to using AI for classification. Currently exploring how far a simple yes/no decision can take us, where it makes sense to use, and whether it can reduce some of the cost of running AI agents.
followed
Interfaze serves 50 million monthly requests while running its APIs, model routing, tools, and long-running jobs on Vercel. What caught my attention is how they handle provider failures, test new model versions, and route traffic without having to manage separate backend infrastructure.
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Community
In Community
Building is only one part of it. The rest is sharing ideas, learning from others, and being around people who are building too. Community has been part of that and still is.
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