Tom Zafred

Founder & Principal Systems Architect, Biomed Systems Limited (UK). High-assurance Biobank & LIMS platforms (.NET, SQL). Commercial Advisory & Enterprise Pilot Architecture: biobanking.co.uk

London, United Kingdom Joined on Oct 30, 2026 https://biobanking.co.uk

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Founder & Principal Systems Architect at Biomed Systems Limited

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Tom Zafred

Oct 30

The Pink Elephant in the Token Window: Why Transformer Self-Attention Hates Your "DO NOT" Rules

#llm #programming #architecture #agents

10 min read

Tom Zafred

Nov 4

Cutting Coding Agent Token Burn by 65%: A Two-Stage Discussion Lock and 2-Turn MCP Execution Loop

#gemini #mcp #node #architecture

9 min read

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Tom Zafred

Nov 2

"All 42 Tests Passed" (They Didn't): Why Coding Agents Lie About Verification - And How to Force the Truth

#testing #agents #architecture #mcp

11 min read

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Tom Zafred

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The Pink Elephant in the Token Window: Why Transformer Self-Attention Hates Your "DO NOT" Rules

Cutting Coding Agent Token Burn by 65%: A Two-Stage Discussion Lock and 2-Turn MCP Execution Loop

Want to connect with Tom Zafred?

"All 42 Tests Passed" (They Didn't): Why Coding Agents Lie About Verification - And How to Force the Truth