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Immanuel Gabriel

Physicist and AI engineer building FreshContext: a temporal scoring layer for AI retrieval systems. I build Cloudflare-native intelligence feeds, MCP tooling, and agent infrastructure focused on fresh

Location Namibia Joined Joined on  Personal website https://freshcontext-site.pages.dev/ github website

Education

BSc Physics, Chemistry, and Mathematics

Work

At Home

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Building FreshContext: Temporal Intelligence Infrastructure for AI Systems
immanuel_gabriel_341393bf profile

Building FreshContext: Temporal Intelligence Infrastructure for AI Systems

#ai #webdev #typescript #worker
3
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2 min read
FreshContext in agent workflows: judgment at the context handoff
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FreshContext in agent workflows: judgment at the context handoff

#ai #rag #agents #productivity
1
Comments 1
4 min read

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Why RAG needs context judgment, not just better retrieval
immanuel_gabriel_341393bf profile

Why RAG needs context judgment, not just better retrieval

#ai #rag #productivity #opensource
1
Comments 3
4 min read
FreshContext is becoming a context judgment layer, not a toolbox
immanuel_gabriel_341393bf profile

FreshContext is becoming a context judgment layer, not a toolbox

#ai #opensource #mcp #systemdesign
Comments
5 min read
Making Ops Pulse less project-specific and more useful for Cloudflare builders
immanuel_gabriel_341393bf profile

Making Ops Pulse less project-specific and more useful for Cloudflare builders

#typescript #opensource #devtool #ops
Comments
4 min read
The part after shipping an MCP server: making it fail honestly
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The part after shipping an MCP server: making it fail honestly

#ai #mcp #startup #webdev
1
Comments 2
4 min read
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