shakarbisetty

shakarbisetty / dataweave-patterns

Public

Practical MuleSoft recipes — 100+ DataWeave patterns, AI agent integration, CI/CD pipelines, migration guides, and more.

agentforce anypoint-platform api-management cicd dataweave
10
9
100% credibility
Found Feb 19, 2026 at 10 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
DataWeave
AI Summary

A collection of ready-to-copy examples, guides, and helper tools for common data reshaping tasks in integration projects.

How It Works

1
🔍 Discover helpful data recipes

You search online for ways to easily change data formats between systems and find this friendly collection of ready-made examples.

2
📖 Browse the categories

You look through simple folders like arrays, strings, dates, and real-world examples to find what matches your data challenge.

3
✨ Pick and copy a snippet

You choose a perfect example, see the before-and-after data, and copy the simple instructions with one click.

4
🧪 Test it right away

You paste the snippet into a free online playground, add your sample data, and watch it transform instantly.

5
📋 Add to your project

You drop the working snippet into your integration tool and connect your real data sources.

6
🔧 Tweak if needed

You make small changes to fit your exact needs, guided by the clear explanations and tips.

✅ Data flows perfectly

Your data transforms smoothly between systems, saving hours of trial and error, and everything works like magic.

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Star Growth

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AI-Generated Review

What is dataweave-patterns?

This repo delivers production-ready DataWeave 2.x patterns, a cheatsheet, and anti-patterns tailored for MuleSoft developers handling data transformations in integrations. It provides copy-paste snippets for array manipulation, XML/CSV handling, error management, and real-world mappings like Salesforce-to-SAP or EDI-to-JSON, solving the pain of writing transformations from scratch. Like production-ready GitHub repos for Django, FastAPI, or Express apps, it focuses on practical, enterprise-grade DataWeave code you deploy directly.

Why is it gaining traction?

Developers grab it for the 50+ categorized patterns with realistic inputs/outputs, plus a PDF cheatsheet and DW 1.0-to-2.x migration guide—zero fluff, instant value. Reusable utility modules for strings, dates, collections, errors, and XML are live on Anypoint Exchange, cutting boilerplate in Mule projects. Anti-patterns section flags common pitfalls, making it a quick ramp-up tool beyond basic docs.

Who should use this?

MuleSoft developers building API integrations, batch jobs, or microservices who need fast, tested DataWeave scripts. Integration architects mapping between systems like REST, SOAP, or ERPs. Teams prepping for MuleSoft certs or migrating to DW 2.x, especially those tired of debugging toy examples.

Verdict

Solid starter for MuleSoft shops—excellent docs and patterns outweigh the low 10 stars and 1.0% credibility score from its newness. Grab it if you're in the ecosystem; contribute to boost maturity.

(187 words)

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