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Sid Probstein

Founder & CEO, SWIRL. Fractional CTO/CAIO for startups. Agentic AI, RAG, enterprise search.

Enterprise source integration as configuration: inside SWIRL's SearchProviders

Enterprise source integration as configuration: inside SWIRL's SearchProviders

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1 min read

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Replaced Salesforce and HubSpot with Postgres, a Spreadsheet, and an AI Agent

Replaced Salesforce and HubSpot with Postgres, a Spreadsheet, and an AI Agent

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6 min read
Taught Claude Code to Install, Configure, and Debug SWIRL Enterprise Search Engine

Taught Claude Code to Install, Configure, and Debug SWIRL Enterprise Search Engine

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4 min read
Turning Slackbot into an Enterprise Research Agent with MCP

Turning Slackbot into an Enterprise Research Agent with MCP

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3 min read
SWIRL 5 is GA: knowledge authority for enterprise AI

SWIRL 5 is GA: knowledge authority for enterprise AI

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5 min read
How many tokens does your RAG stack actually send to the LLM?

How many tokens does your RAG stack actually send to the LLM?

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5 min read
Links + Snippets Not Enough for RAG

Links + Snippets Not Enough for RAG

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2 min read
Making RAG admit when it's guessing: source-grounded hallucination checks

Making RAG admit when it's guessing: source-grounded hallucination checks

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1 min read
SWIRL Community 4.5 Update

SWIRL Community 4.5 Update

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1 min read
The knowledge-authority layer: what your agents can't get from the outside

The knowledge-authority layer: what your agents can't get from the outside

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3 min read
Moving Docker images between repos with crane (after imagetools wasted my afternoon)

Moving Docker images between repos with crane (after imagetools wasted my afternoon)

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4 min read
Running PyTorch fork-safe in Celery on macOS

Running PyTorch fork-safe in Celery on macOS

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3 min read
The AI agent stack that’s quietly taking over enterprise workflows

The AI agent stack that’s quietly taking over enterprise workflows

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1 min read
It was already indexed!

It was already indexed!

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2 min read
Swirl 2.5 released

Swirl 2.5 released

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1 min read
I wrote a metasearch engine called Swirl

I wrote a metasearch engine called Swirl

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1 min read
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