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ajaxStardust

Computational Musicology. AI Research, RLVR, Laravel, Python, CentOS / NGINX, HTTP Server Administrator, Advanced Music Theory / Guitar Instructor at finga.studio

Location Pleasant Gap, Pennsylvania Joined Joined on  Personal website https://finga.studio/about github website twitter website

Education

PSU - Curriculum and Instruction

Pronouns

yes

Work

Web Developer / Reinforcement Learning / RLVR Research

The Missing Axiom for Stateless Agents
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The Missing Axiom for Stateless Agents

#machinelearning #designpatterns #agents #architecture
Comments
4 min read

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CSC: What it and Where is
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CSC: What it and Where is

#architecture #designpatterns #machinelearning #opensource
Comments
13 min read
Agentic Stewardship: Formal Spec Governance
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Agentic Stewardship: Formal Spec Governance

#architecture #designpatterns #machinelearning #agentaichallenge
2
Comments
6 min read
CSC: An Interface for the Agentic Epoch
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CSC: An Interface for the Agentic Epoch

#agents #ai #programming #designpatterns
1
Comments
11 min read
QUICKSTART.md (how to run)
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QUICKSTART.md (how to run)

#ai #agents #opensource #designpatterns
Comments
4 min read
Formal Root Invariant Layer: CONTRACT.md
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Formal Root Invariant Layer: CONTRACT.md

#agents #ai #architecture #designpatterns
2
Comments
11 min read
How to Cycle AI Agents for Free using CSC
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How to Cycle AI Agents for Free using CSC

#productivity #opensource #programming #ollama
Comments
3 min read
AI Agent CONTRACT‑Style‑Comments (CSC) at GitHub
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AI Agent CONTRACT‑Style‑Comments (CSC) at GitHub

Comments
3 min read
Contract-Style-Comments for the AI Agent
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Contract-Style-Comments for the AI Agent

#ai #codequality #documentation #programming
1
Comments
9 min read
Before PHP Existed
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Before PHP Existed

#discuss #ai #php #webdev
Comments
1 min read
Ethics and AI Model Training
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Ethics and AI Model Training

#ethics #training #ai #civictech
Comments 1
2 min read
#Bootstrap - list-style-image - hidden
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#Bootstrap - list-style-image - hidden

#webdev #bootstrap #css #javascript
3
Comments 1
1 min read
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