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Albert Alov profile picture

Albert Alov

AI Infrastructure Engineer building production LLM pipelines and reliability systems for distributed platforms. Recently focused on AI/LLM systems: evaluation frameworks, structured output validation

Location Montevideo Joined Joined on  Email address alikalov@gmail.com Personal website https://elsapocripto.com/ github website twitter website

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Albert

We traced an MCP server calling an LLM — both sides, one trace
Cover image for We traced an MCP server calling an LLM — both sides, one trace
vola-trebla profile

We traced an MCP server calling an LLM — both sides, one trace

#ai #webdev #programming #javascript
Comments
7 min read

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Every PostgreSQL MCP server eats your context window. Here's how I collapsed 4 into 1.
Cover image for Every PostgreSQL MCP server eats your context window. Here's how I collapsed 4 into 1.
vola-trebla profile

Every PostgreSQL MCP server eats your context window. Here's how I collapsed 4 into 1.

#ai #postgres #mcp #typescript
1
Comments
7 min read
MCP servers are the fastest-growing part of the AI stack. They have zero observability.
Cover image for MCP servers are the fastest-growing part of the AI stack. They have zero observability.
vola-trebla profile

MCP servers are the fastest-growing part of the AI stack. They have zero observability.

#ai #mcp #opentelemetry #typescript
1
Comments 1
5 min read
Your LLM traces are write-only
Cover image for Your LLM traces are write-only
vola-trebla profile

Your LLM traces are write-only

#ai #programming #typescript #opentelemetry
Comments
5 min read
Your AI agent re-sends 80% of your budget every loop
Cover image for Your AI agent re-sends 80% of your budget every loop
vola-trebla profile

Your AI agent re-sends 80% of your budget every loop

#ai #opentelemetry #typescript #observability
2
Comments
5 min read
Your LLM streaming traces are lying to you
Cover image for Your LLM streaming traces are lying to you
vola-trebla profile

Your LLM streaming traces are lying to you

#ai #opentelemetry #typescript #observability
2
Comments
6 min read
OpenTelemetry just standardized LLM tracing. Here's what it actually looks like in code.
Cover image for OpenTelemetry just standardized LLM tracing. Here's what it actually looks like in code.
vola-trebla profile

OpenTelemetry just standardized LLM tracing. Here's what it actually looks like in code.

#ai #observability #typescript #opentelemetry
29
Comments 22
6 min read
I audited my tool, fixed 44 bugs - and it still didn’t work
Cover image for I audited my tool, fixed 44 bugs - and it still didn’t work
vola-trebla profile

I audited my tool, fixed 44 bugs - and it still didn’t work

#ai #webdev #opentelemetry #typescript
Comments
5 min read
My AI bot burned through my API budget overnight. So I built an open-source tool to make sure it never happens again.
Cover image for My AI bot burned through my API budget overnight. So I built an open-source tool to make sure it never happens again.
vola-trebla profile

My AI bot burned through my API budget overnight. So I built an open-source tool to make sure it never happens again.

#ai #opensource #opentelemetry #typescript
Comments
5 min read
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