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We Run Our Agency on MCP
Most AI demos stop at chat. We wired Model Context Protocol into the portal we use to run the agency, originally so OpenAI / ChatGPT and our own in-portal assistant could take real actions, then hardened it for day-to-day use.
Shopify App Billing: How to Prevent Repeated Approval and Plan-Selection Loops
Shopify subscription approval is a redirect-based workflow that merchants can interrupt, revisit, or repeat. A durable billing design records the original attempt, ties it to the exact subscription ID, and reconciles later Shopify responses before changing access.
Generating Proposals With Approved Evidence and Deterministic Pricing
AI can write a proposal in seconds. The hard part is making sure every price came from an approved rule and every claim came from curated evidence. Here is how we built a proposal workflow where the model writes and code owns the commitments.
Isolate Shared State Before Adding Parallel Test Workers
Parallel test runs break on shared state, not CPU count. Here is how we isolated databases, temp files, locks, and reports in a Symfony coverage run, locked only the truly shared fixtures, and merged coverage without hiding failures.
How to Build Paid Landing Pages That Preserve Organic SEO
A practical framework for building paid-acquisition landing pages that align with search intent, protect organic site architecture, and give teams a reliable basis for campaign decisions.
Where Should a Business AI Workflow Require Human Approval?
AI workflow human approval belongs before consequential actions. Learn where to place gates, what reviewers need, and how to handle exceptions and retries.
Governing AI Planning and Code Execution With Branches, Draft Merge Requests, and Audit Records
AI agents that plan work and propose code need the same gates content pipelines do. Here is how we encode governance in branches, draft merge requests, and audit records, while humans keep merge and publish.
Best Boomi Alternatives for Ecommerce Integrations in 2026
Compare Boomi alternatives for ecommerce integrations. Start with Celigo for standard retail connections; assess workflow fit, failure recovery, and ownership.
The Power of API Platform Operations
Discover the power of design first approach with API's and configurations for API Platform Operations to customize and complete your HTTP requests.
Shopify Hydrogen SEO: Features Overview & Customization Explained
Our guide to Shopify Hydrogen SEO describing how Hydrogen provides smart defaults helping to build fast & customizable storefronts that rank.
What Is a Website Manifest and Why Do You Need it?
Learn what a website manifest is, how it powers Progressive Web Apps, and why it's essential for creating app-like experiences on mobile devices. Includes implementation tips.
Ecommerce ERP Integration: Data Ownership and Failure Recovery
Ecommerce ERP integration data ownership starts with field-level rules. Define the source of truth, trace order handoffs, and recover failed syncs safely in 2026.