Mixpanel vs. Amplitude: A Developer's Technical Comparison
Mixpanel vs. Amplitude compared from a developer perspective — SDK quality, data model differences, query capabilities, integration APIs, and which use cases …
Read more →Developing Programmers
Developer guides for the modern marketing technology stack
Latest Articles
Headless CMS and MarTech Integration: A Developer's Architecture Guide
How to integrate a headless CMS with your MarTech stack — content delivery APIs, preview environments, personalization hooks, analytics event tracking, and A/B …
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Testing Marketing Automation: Strategies for Developers Building Reliable MarTech Pipelines
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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Email Automation APIs: Building Transactional and Triggered Emails with SendGrid
How to implement transactional and marketing email automation using SendGrid's API — template management, dynamic content, delivery tracking, suppression lists, …
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BigQuery for Marketing Analytics: Setting Up a Production-Grade Data Warehouse
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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Webhook Best Practices for Marketing Automation Integrations
Build webhook handlers that survive production — async processing, HMAC validation, idempotency, retry behavior across platforms, dead letter queues, and …
Read more →MarTech Tools
Headless CMS and MarTech Integration: A Developer's Architecture Guide
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 →Integrations & APIs
Google Analytics 4 Reporting API: Building Custom Dashboards and Data Exports
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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Segment CDP Developer Guide: From Source Configuration to Destination Routing
A developer's guide to Segment — source setup, event taxonomy design, Protocols for schema enforcement, Functions for custom destinations, and the operational …
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Stripe Webhook Integration: Building a Production-Ready Payment Event Handler
How to implement Stripe webhooks for MarTech use cases — signature verification, idempotent event handling, connecting payment events to your CRM and marketing …
Read more →Marketing Analytics
Mixpanel vs. Amplitude: A Developer's Technical Comparison
Mixpanel vs. Amplitude compared from a developer perspective — SDK quality, data model differences, query capabilities, integration APIs, and which use cases …
Read more →BigQuery for Marketing Analytics: Setting Up a Production-Grade Data Warehouse
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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Attribution Modeling for Developers: Building and Evaluating Marketing Attribution Systems
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 →Marketing Automation
Testing Marketing Automation: Strategies for Developers Building Reliable MarTech Pipelines
How to test marketing automation systems — unit testing event handlers, integration testing webhook pipelines, end-to-end testing email sequences, and building …
Read more →Email Automation APIs: Building Transactional and Triggered Emails with SendGrid
How to implement transactional and marketing email automation using SendGrid's API — template management, dynamic content, delivery tracking, suppression lists, …
Read more →Webhook Best Practices for Marketing Automation Integrations
Build webhook handlers that survive production — async processing, HMAC validation, idempotency, retry behavior across platforms, dead letter queues, and …
Read more →Developer Guides
MarTech Data Pipelines: Architecture Patterns That Actually Scale
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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Webhooks vs. Polling in MarTech Integrations: When to Use Each
A developer's guide to choosing between webhook and polling patterns for MarTech data integrations — latency requirements, reliability tradeoffs, and …
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API Rate Limiting in MarTech Integrations: Strategies That Don't Break in Production
How to build robust rate limit handling for MarTech API integrations — token bucket implementations, adaptive backoff, queue architecture, and platform-specific …
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