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Claude + Clay + Neon SQL: the loop that unlocked lateral expansion in my outbound
~30-50% uplift in new prospects entering my campaigns.
3 hrs ago
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John Tay
1,600 Sends, Low Replies: How I Diagnose Email Deliverability
My email diagnostic checklist when a cold email campaign underperforms
May 21
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John Tay
Clay Jobs Data: One of the Most Underrated Free Signals for GTM
How I'm using Clay's free job data to run four different GTM plays.
May 19
•
John Tay
2
Why I Started Daily GitHub Backups for Claude Code
Versioning control + rollbacks.
May 18
•
John Tay
Layers of API Discovery: MCP, llms.txt & OpenAPI.json
How I map out a third-party API before building workflows on it.
May 14
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John Tay
The Curious Case of Mimecast in Email Deliverability
What I learned from testing cold outreach against Mimecast's email security gateway.
May 13
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John Tay
GTM Engineer (Marketing) VS GTM Engineer (RevOps)
One title, two very different jobs & responsibilities.
May 12
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John Tay
2
2
1
The Apollo.io Limits I've Hit Building Outbound Infrastructure
Notes from a GTM engineer running outbound at scale
May 8
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John Tay
ClaudeMaxxing My Day: 4 Full Claude Code Sessions
A simple Claude Code routine to maximize my Claude Max plan.
May 6
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John Tay
Why I Don't Give Claude Code Write Access to HubSpot (or any CRM)
Non-deterministic workflows for CRM writes are a hard no for me. Here's the split I run instead.
May 5
•
John Tay
April 2026
Network Logs: Gold Mine for GTM Signal Collection
A "new" way of web scraping.
Apr 28
•
John Tay
1
MCP = Major Context Problem
One Apollo MCP call ate 10% of my session
Apr 27
•
John Tay
2
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