AIIntegrating Claude and GPT with Zoho CRM: An Architecture
A field-tested architecture for LLM CRM integration: webhooks, middleware, Claude or GPT calls, safe writeback, token cost math, and PII guardrails.
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I Let AI Write My Unit Tests — Here's What I Kept and What I Deleted
The tests it generated were syntactically correct. Most of them passed. About half of them tested nothing meaningful. The process taught me more about what good tests actually are than three years of writing them manually.
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