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Vilius

Full Stack React/Node.JS developer, linux lover

Location London, UK Joined Joined on  Email address vilius.vystartas@gmail.com Personal website https://vystartasv.github.io/vilius-profile/ github website

Education

Kodiri bootcamp

Multi-Agent Systems Builder
Cloud Run Badge
Seven Year Club
Six Year Club
Writing Debut
Five Year Club
Four Year Club
Three Year Club
Two Year Club
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How we almost wrote off 3 models as broken — the thinking-mode tax
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Vilius

How we almost wrote off 3 models as broken — the thinking-mode tax

#ai #llm #benchmark #postmortem
1
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2 min read

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1-bit, 545 megabytes, zero API keys — local AI that beats GPT-5.4
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Vilius

1-bit, 545 megabytes, zero API keys — local AI that beats GPT-5.4

#ai #llm #local #quantization
Comments
2 min read
We benchmarked 10 LLMs on 10 real agent coding tasks — here are the results
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Vilius

We benchmarked 10 LLMs on 10 real agent coding tasks — here are the results

#ai #llm #benchmark #agents
Comments
2 min read
I Ran 5 LLMs Through 10 Real Agent Coding Tasks. The Free One Won.
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Vilius

I Ran 5 LLMs Through 10 Real Agent Coding Tasks. The Free One Won.

#ai #agents #benchmark #llm
2
Comments 1
2 min read
AI Agents Are Finding Bugs in Your Tools. Here's How to Get Notified First.
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AI Agents Are Finding Bugs in Your Tools. Here's How to Get Notified First.

#ai #agents #security #devops
1
Comments
2 min read
How to Give Your AI Agent a Shared Memory — in 3 Lines
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Vilius

How to Give Your AI Agent a Shared Memory — in 3 Lines

#ai #agents #api #tutorial
2
Comments
2 min read
Every Public-Facing Tool on My Site Was Broken. All Three.
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Vilius

Every Public-Facing Tool on My Site Was Broken. All Three.

#testing #devops #webdev #ai
3
Comments
2 min read
Why would an agent install your package?
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Vilius

Why would an agent install your package?

#ai #agents #opensource #mcp
5
Comments
3 min read
Why would an agent install your package?
vystartasv profile
Vilius

Why would an agent install your package?

#ai #agents #opensource #mcp
2
Comments
3 min read
I'm Proposing a Standard for How AI Agents Hand Off Work — Here's Why It's Needed
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I'm Proposing a Standard for How AI Agents Hand Off Work — Here's Why It's Needed

#discuss #ai #standards #opensource
2
Comments
2 min read
Better Prompts Won't Fix Your AI Agents — Infrastructure Will
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Better Prompts Won't Fix Your AI Agents — Infrastructure Will

#ai #python #opensource #sqlite
1
Comments
2 min read
The 10 Patterns: What 5 Months of Breaking AI Agents Taught Me About Making Them Actually Work
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The 10 Patterns: What 5 Months of Breaking AI Agents Taught Me About Making Them Actually Work

#ai #agents #productivity #beginners
2
Comments 1
4 min read
7 Protocols for Agent Infrastructure
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Vilius

7 Protocols for Agent Infrastructure

#ai #agents #architecture #opensource
1
Comments
4 min read
6 Protocols for Agent Infrastructure — Trust Score, Deployment, SLA, Identity, Compliance
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Vilius

6 Protocols for Agent Infrastructure — Trust Score, Deployment, SLA, Identity, Compliance

#ai #agents #architecture #opensource
Comments
3 min read
Trusted Code Review Pipeline — 4 Agents, 1 Cloud Run Deploy

Education Track: Build Multi-Agent Systems with ADK
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Vilius

Trusted Code Review Pipeline — 4 Agents, 1 Cloud Run Deploy

#agents #buildmultiagents #gemini #adk
Comments
2 min read
Every Agent I Delegated To Kept Failing. I Finally Checked the Model.
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Every Agent I Delegated To Kept Failing. I Finally Checked the Model.

#ai #agents #devops #opensource
1
Comments
2 min read
I Published Broken Packages to PyPI. I Checked Them First.
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I Published Broken Packages to PyPI. I Checked Them First.

#python #devops #testing #opensource
1
Comments
2 min read
My Subagents Kept Lying to Me — So I Wired Ed25519 Verification Into Our Own Protocol Stack
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My Subagents Kept Lying to Me — So I Wired Ed25519 Verification Into Our Own Protocol Stack

#ai #python #opensource #agents
2
Comments
4 min read
Works With Agents SDK — Python, TypeScript, Go, Rust, Shell, C#
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Works With Agents SDK — Python, TypeScript, Go, Rust, Shell, C#

#showdev #ai #agents #opensource
2
Comments
2 min read
6 Protocols for Agent Infrastructure — Trust Score, Deployment, SLA, Identity, Compliance
vystartasv profile
Vilius

6 Protocols for Agent Infrastructure — Trust Score, Deployment, SLA, Identity, Compliance

#ai #agents #architecture #opensource
1
Comments
3 min read
The Agent OSI Model — A 7-Layer Framework for AI Agent Infrastructure
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The Agent OSI Model — A 7-Layer Framework for AI Agent Infrastructure

#discuss #ai #agents #architecture
Comments
3 min read
Your API Needs an llms.txt File — Here's How to Write One and Why Agents Will Read It
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Your API Needs an llms.txt File — Here's How to Write One and Why Agents Will Read It

#api #ai #documentation #tutorial
Comments
3 min read
I Built Infrastructure for 20 AI Agents That Run Themselves — For €4.57/Month
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I Built Infrastructure for 20 AI Agents That Run Themselves — For €4.57/Month

#ai #agents #opensource #devops
Comments 1
3 min read
The Agentic Gap: Why a SharePoint Expert's Excitement Stopped Me Cold
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The Agentic Gap: Why a SharePoint Expert's Excitement Stopped Me Cold

#ai #agents #sharepoint #software
1
Comments 1
5 min read
My AI Agents Kept Burning Tokens on Subagents That Can't Code — So I Built a Decision Gate
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My AI Agents Kept Burning Tokens on Subagents That Can't Code — So I Built a Decision Gate

#python #ai #opensource #productivity
1
Comments 2
4 min read
My 19 AI Agents Kept Breaking Each Other — The 4 Tools That Fixed It
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My 19 AI Agents Kept Breaking Each Other — The 4 Tools That Fixed It

#ai #python #opensource #devops
Comments
5 min read
Managing 150+ AI Agent Skills at Scale — What Broke, What I Built
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Managing 150+ AI Agent Skills at Scale — What Broke, What I Built

#ai #python #opensource #sqlite
31
Comments 3
5 min read
Installing AWS Elastic Beanstalk cli on OpenSuse
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Installing AWS Elastic Beanstalk cli on OpenSuse

#opensuse #eb #aws
7
Comments
1 min read
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