Developer guides for the modern marketing technology stack
How to implement Model Context Protocol servers for MarTech platforms — tools, resources, transport options, and the practical gotchas before you wire AI agents …
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What breaks in Klaviyo API integrations at scale — revision header mismatches, rate tier behavior, missing RateLimit headers on 429s, bulk operation limits, and …
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A developer's guide to Databricks CustomerLake — Unity Catalog governance, agentic identity resolution, segment activation APIs, and what changes when the CDP …
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Architecture patterns for MarTech pipelines where AI agents have write access — permission scoping, audit trails, idempotency, rollback, and the governance …
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How to evaluate CDP options as a developer — architecture fit, identity resolution quality, destination ecosystem, SDKs, data governance capabilities, and the …
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Mixpanel vs. Amplitude compared from a developer perspective — SDK quality, data model differences, query capabilities, integration APIs, and which use cases …
Read more →How to evaluate CDP options as a developer — architecture fit, identity resolution quality, destination ecosystem, SDKs, data governance capabilities, and the …
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How to integrate a headless CMS with your MarTech stack — content delivery APIs, preview environments, personalization hooks, analytics event tracking, and A/B …
Read more →A developer's guide to Databricks CustomerLake — Unity Catalog governance, agentic identity resolution, segment activation APIs, and what changes when the CDP …
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How to query the GA4 Data API programmatically — dimensions, metrics, date ranges, filters, pivot reports, and how to build reliable analytics exports from GA4 …
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A developer's guide to Segment — source setup, event taxonomy design, Protocols for schema enforcement, Functions for custom destinations, and the operational …
Read more →Mixpanel vs. Amplitude compared from a developer perspective — SDK quality, data model differences, query capabilities, integration APIs, and which use cases …
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How to set up BigQuery as the central analytics layer for marketing data — schema design, GA4 data export, cost optimization, dbt transformation patterns, and …
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How to implement marketing attribution models in a MarTech stack — last-touch, first-touch, linear, time-decay, and data-driven models, plus the data …
Read more →Architecture patterns for MarTech pipelines where AI agents have write access — permission scoping, audit trails, idempotency, rollback, and the governance …
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How to test marketing automation systems — unit testing event handlers, integration testing webhook pipelines, end-to-end testing email sequences, and building …
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How to implement transactional and marketing email automation using SendGrid's API — template management, dynamic content, delivery tracking, suppression lists, …
Read more →What breaks in Klaviyo API integrations at scale — revision header mismatches, rate tier behavior, missing RateLimit headers on 429s, bulk operation limits, and …
Read more →How to implement Model Context Protocol servers for MarTech platforms — tools, resources, transport options, and the practical gotchas before you wire AI agents …
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The three main MarTech data pipeline patterns, when a CDP is the right answer, identity resolution in depth, consent implications, and a framework for choosing …
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