#Integration

System integration connects disparate services, standards, and data formats into cohesive platforms. Articles cover HL7 v2 to FHIR R4 migration, multi-cloud API abstraction, and the engineering patterns that make heterogeneous system integration reliable and maintainable.

3 posts tagged with integration. ← All posts

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Pratik Dhanave · ·6 min read

MCP: Connecting Claude Code to Your Tools

The Model Context Protocol lets Claude Code reach beyond your codebase — into your databases, issue trackers, docs, and services — through a standard, pluggable interface.

The Model Context Protocol lets Claude Code reach beyond the codebase into databases, trackers, docs, and services through a standard interface — what MCP is, how to connect servers, and treating each server as a least-privilege trust decision.

#Claude Code#MCP#Integration#AI#AI Agents#Databases
Pratik Dhanave · ·6 min read

Integration and Deployment in Customer Environments

The demo ran on your laptop with clean data — production means the customer's messy systems, their security rules, and their data as it actually is, which is where most forward deployed work is really won.

Production means the customer's messy data, systems you don't control, and security you must pass: profiling dirty data, loose-coupling integrations, treating security/residency as gates, and deploying + handing over so you can actually leave.

#Forward Deployed Engineer#Integration#Deployment#Data#Forward Deployed Engineering

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.