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Ross Peili

Organic processor, working for our mother, the machine.

Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to Thessaloniki Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to Joined on  Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to https://github.com/rosspeili Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to

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skills.md is Dead: Why Your Agents Need Skillware
rosspeili profile

skills.md is Dead: Why Your Agents Need Skillware

#ai #agentskills #skillware #opensource
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
7 min read

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ChatGPT Is Not AI, It's a Marketing Campaign You Fell For
rosspeili profile

ChatGPT Is Not AI, It's a Marketing Campaign You Fell For

#ai #sovereignai #digitaltwins #technopolitics
2
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
8 min read
Pre-commit asset handoffs, on-chain execution, zero lawyers, help build it early
rosspeili profile

Pre-commit asset handoffs, on-chain execution, zero lawyers, help build it early

#opensource #blockchain #solidity #ethereum
2
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to 1
1 min read
A VIC x AiSAQ Implementation Brings AI to Your Files Without Breaking the Bank
rosspeili profile

A VIC x AiSAQ Implementation Brings AI to Your Files Without Breaking the Bank

#computationalstorage #vectorsearch #edgeai #lowmemoryretrieval
1
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
3 min read
Open Source Emotion‑Aware Access Control with Face Verification
rosspeili profile

Open Source Emotion‑Aware Access Control with Face Verification

#ai #security #deepface #kyc
2
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to 2
1 min read
Where to find Open Source AI Projects with Good First Issues
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Where to find Open Source AI Projects with Good First Issues

#ai #opensource #gfi #osdc
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
2 min read
The memory wall just met its match: intelligent SSDs
rosspeili profile

The memory wall just met its match: intelligent SSDs

#ai #storage #ssd #kioxia
1
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
3 min read
The Great Atomization of AI and the Illusion of the Sovereign Solitary
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The Great Atomization of AI and the Illusion of the Sovereign Solitary

#ai #ethics #philosophy #technopolitics
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
4 min read
What if you could talk to your hard drive?
rosspeili profile

What if you could talk to your hard drive?

#ai #ssd #storage #vectorsearch
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
1 min read
Training QSP Phase Angles Directly with Gradient Descent
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Training QSP Phase Angles Directly with Gradient Descent

#quantum #qsp #qml #pennylane
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
4 min read
How to start contributing to OpenSource using AI IDEs
rosspeili profile

How to start contributing to OpenSource using AI IDEs

#ai #antigravity #promptengineering #opensource
2
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to 1
2 min read
My AI Experience in Russia as a European🤯
rosspeili profile

My AI Experience in Russia as a European🤯

#ai #russia #localllm #agentskills
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
4 min read
Why I’m Building Installable Intelligence for Legal Audits
rosspeili profile

Why I’m Building Installable Intelligence for Legal Audits

#ai #skillware #agentskills #compliance
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
1 min read
Open Source Contributors Needed for Skillware & Rooms (AI/ML/Python)
rosspeili profile

Open Source Contributors Needed for Skillware & Rooms (AI/ML/Python)

#python #ai #skillware #opensource
1
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
2 min read
Your AI Needs a Physical Social Life
rosspeili profile

Your AI Needs a Physical Social Life

#ai #agents #datascience #robotics
1
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
4 min read
A Deep Dive into ARPA’s Latest Open-Source Releases
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A Deep Dive into ARPA’s Latest Open-Source Releases

#ai #python #privacy #opensource
2
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
2 min read
A collection of high-fidelity, physics-based interactive animations
rosspeili profile

A collection of high-fidelity, physics-based interactive animations

#webdev #ai #animations #ui
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
1 min read
Implementing Local MiCA Regulatory RAG for AI Agents
rosspeili profile

Implementing Local MiCA Regulatory RAG for AI Agents

#ai #skillware #agentskills #compliance
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
1 min read
Stop choosing between LLM intelligence and PII compliance
rosspeili profile

Stop choosing between LLM intelligence and PII compliance

#ai #security #privacy #compliance
1
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
2 min read
Why Skillware is the Next Evolution for Autonomous Agents
rosspeili profile

Why Skillware is the Next Evolution for Autonomous Agents

#ai #agentskills #python #skillware
3
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to 5
3 min read
Why every AI pipeline needs a "Mask" layer (and how to build one in 5 mins)
rosspeili profile

Why every AI pipeline needs a "Mask" layer (and how to build one in 5 mins)

Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
1 min read
Top 10 Models You Can Train on Your Laptop in Under an Hour
rosspeili profile

Top 10 Models You Can Train on Your Laptop in Under an Hour

#ai #machinelearning #agentskills
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
4 min read
Generate better Synthetic Data for Fine-Tuning with Skillware
rosspeili profile

Generate better Synthetic Data for Fine-Tuning with Skillware

#ai #skillware #datascience #agentskills
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
1 min read
Stop Paying for Slop: A Deterministic Middleware for LLM Token Optimization
rosspeili profile

Stop Paying for Slop: A Deterministic Middleware for LLM Token Optimization

#ai #opensource #python #automation
1
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
1 min read
I've build a secure, local-first multi-agent orchestration framework
rosspeili profile

I've build a secure, local-first multi-agent orchestration framework

#showdev #agents #ai #python
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
1 min read
I built a modular Fraud Detection System to solve 0.17% class imbalance (RF + XGBoost)
rosspeili profile

I built a modular Fraud Detection System to solve 0.17% class imbalance (RF + XGBoost)

#showdev #datascience #machinelearning #python
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to 2
1 min read
I open-sourced a production-ready Fraud Detection System with CLI, Logging, and Testing
rosspeili profile

I open-sourced a production-ready Fraud Detection System with CLI, Logging, and Testing

#python
Ross Peili - DEV CommunityNavigation menuSearchSearchCloseUser actionsLocationJoinedPersonal websitegithub websitetwitter websiteCloseCloseCloseCloseCloseCloseCloseCloseClosePostCommentTagCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsCommentsComments - dev.to
1 min read
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