@JuiceSharp

Software Architect • AI Systems that Work • Productivity tools | Chess • Father on the journey🙏✨

 Florida, USA
rpiv-pi.com/
Joined January 2010
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120Media

Composing skills as skills in Pi

"So what's lacking? A way to compose skills as skills, on top of an existing coding agent (CC, Codex, Pi etc), with each step in a fresh session, scoped tools, and a verifiable handoff to the next." (…

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How we adapted <!-- adapting --> RPI after months of real world use

We have been running RPI across a couple of teams for a several months as part of our AI initiative. The framework shifted into something a bit bigger, greedier on tokens and latency, but all the chan…

Article · @JuiceSharp
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Your Brownfield Project Needs a proper AI Onboarding

Some believe (even saw some recent studies) CLAUDE.md / Agent.md files make agents worse. https://arxiv.org/abs/2602.11988

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Chain Of Agents (DSPy Way)

Chain of Agents addresses a fundamental challenge in working with LLMs - processing long contexts effectively. The approach is remarkably intuitive: rather than trying to feed an entire long document …

Article · @JuiceSharp
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The Evolution of Software Architecture: From Traditional to AI-First Systems

As a software architect, I've witnessed numerous transformations in our field, but the current shift toward AI-first architecture represents perhaps the most significant change in how we think about s…

Article · @JuiceSharp
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