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Immanuel Gabriel

Founder of FreshContext, a context-integrity layer for AI agents. Signed, offline-verifiable verdicts on whether context is fresh, attributable, and coherent.

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
immanuelgabriel profile

Building FreshContext: Temporal Intelligence Infrastructure for AI Systems

#ai #webdev #typescript #worker
3
Comments
2 min read
Your AI agent is acting on context it never checked
immanuelgabriel profile

Your AI agent is acting on context it never checked

#ai #mcp #machinelearning #opensource
1
Comments 4
3 min read

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The stale context problem: why your AI doesn't know what time it is
immanuelgabriel profile

The stale context problem: why your AI doesn't know what time it is

#ai #webdev #llm #claude
2
Comments 2
3 min read
I'm trying to teach my agents what "now" means. Here's how far I've gotten.
immanuelgabriel profile

I'm trying to teach my agents what "now" means. Here's how far I've gotten.

#ai #architecture #agents #webdev
1
Comments
4 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
2
Comments 5
4 min read
Why RAG needs context judgment, not just better retrieval
immanuelgabriel 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
immanuelgabriel 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
immanuelgabriel 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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