https://gtmjosh.com Long-form technical guides and notes from Josh Buchanan, a GTM engineer who builds the systems he writes about — Salesforce, HubSpot, and the AI layer on top. en-us Mon, 17 Aug 2026 00:00:00 GMT https://gtmjosh.com/guides/crm-ai-context-layer https://gtmjosh.com/guides/crm-ai-context-layer Sun, 16 Aug 2026 00:00:00 GMT Why CRM AI gives confidently wrong answers, and how to ground it in what your fields actually mean — with implementations for HubSpot, Salesforce, and n8n. HubSpotSalesforcen8nCRM AIcontext layercontext engineering https://gtmjosh.com/blog/confusion-is-the-enemy https://gtmjosh.com/blog/confusion-is-the-enemy Sun, 16 Aug 2026 00:00:00 GMT The clarity discipline you'd never skip on a landing page is the first thing that dies in internal GTM tooling. Your sales team is a user too. Build for them like it. opinioninternal toolsdashboards https://gtmjosh.com/blog/covert-contracts-in-your-funnel https://gtmjosh.com/blog/covert-contracts-in-your-funnel Sat, 15 Aug 2026 00:00:00 GMT A covert contract is an agreement the other side never actually agreed to. Your GTM motion is probably full of them — and every one is a quiet withdrawal from a trust account you can't easily refill. opinionlifecycletrust https://gtmjosh.com/blog/buy-vs-build-gtm https://gtmjosh.com/blog/buy-vs-build-gtm Fri, 14 Aug 2026 00:00:00 GMT Most GTM software exists to paper over the gap between what your CRM ships and what your team needs. Sometimes that's the right trade. Often it isn't. opinionbuy vs build https://gtmjosh.com/guides/crm-ai-context-layer/hubspot https://gtmjosh.com/guides/crm-ai-context-layer/hubspot Mon, 10 Aug 2026 00:00:00 GMT Build a HubSpot context layer that tells AI what your custom properties mean, which fields to trust, and how to load the right context at runtime. HubSpotCRM AIHubSpotcontext layer