Guy G's Posts | ContraPosts by Guy G

Guy G

Guy G

40+ years programming experience including recent AI and ML.

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Guy is ready for their next project!

Oregon, USA

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Oregon, USA

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For companies Manage team projects Share hiring workspace Post jobs Discover contractors Sign contracts Approve invoices Global payments & tax compliance

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For companies For freelancers For creator tools For agencies For VCs

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Building out a pretty wild, big project for a friend. I haven't attempted anything this ambitious in over a decade. I wouldn't have the time or energy if it weren't for 30 years of experience informing the language I use when prompting the top LLM assistants. My leverage is...

Lots of projects in the works! Too many really.

Opus 4.5 has jammed my design episodes into hyper mode. I'm glad I heard Andrew Ng talk about the exhaustion after a day of working with agentic code helpers. That showed up months ago and I still didn't recognize.

Now, having to...

Pytest Software Development Prompt Engineering

Cyclical Adversarial Stepwise Improvement CASI: Live Demo

We talk frequently about AI self-correction but few projects provide a robust architectural loop for it.

CASI formalizes the process of non-linear refinement:

The Generator proposes a solution or concept.

The Critic applies...

Prompt Engineering Software Development

Further investigations of the Biology Latent Space.

Data Analysis Software Development

Python AI Engineer

Stable Diffusion