Applying Emerging Technologies to Build Cutting Edge Software
Joined April 2016
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- Followers 141
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83 Photos and videos
11 Mar 2025
š Feature flags have transformed how engineering teams deploy and test new functionality. At Spotify, they reduced deployment risks by 80%! Netflix runs 250 experiments simultaneously with them. Here's how to implement them effectively... coditation.com/blog/implemenā¦
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11 Mar 2025
I've shared code examples for implementing feature flags in Java, React, and Node.js - from basic toggles to sophisticated experimentation platforms. Plus best practices from implementing them across multiple organizations. coditation.com/blog/implemenā¦
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11 Mar 2025
Case study: How we used feature flags to migrate from MongoDB to PostgreSQL with ZERO downtime at a fintech company. Gradual rollout with instant rollback capability = no customer impact. Learn this technique and more... coditation.com/blog/implemenā¦
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7 Mar 2025
š Just published a deep dive on implementing incremental data processing with Databricks Delta Lake's Change Data Feed! Learn how to process only what's changed, not entire datasets. coditation.com/blog/implemenā¦
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7 Mar 2025
š” The post includes practical code examples for real-world use cases like real-time analytics dashboards, data quality monitoring, and implementing SCD Type 2 dimensions. coditation.com/blog/implemenā¦
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7 Mar 2025
š§ Advanced patterns covered: handling schema evolution, optimizing for large change volumes, and implementing exactly-once processing semantics. Check it out! coditation.com/blog/implemenā¦
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6 Mar 2025
š§ Just published a deep dive on implementing custom embeddings in LlamaIndex for domain-specific search systems! coditation.com/blog/implemenā¦
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6 Mar 2025
The guide covers 4 powerful approaches:
- Fine-tuning Sentence Transformers
- Domain-specific Hugging Face models
- Hybrid embeddings
- Knowledge-enhanced embeddings
Complete with code examples and performance insights.
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6 Mar 2025
In a legal tech project, switching from general embeddings to domain-tuned embeddings improved search precision from 67% to 89% when retrieving case law and statutes. Learn how to achieve similar results! coditation.com/blog/implemenā¦
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12 Feb 2025
š Want to supercharge your Databricks Spark jobs? Learn how Dynamic Partition Pruning (DPP) and Adaptive Query Execution (AQE) can significantly boost query performance and reduce resource usage. Thread š§µ coditation.com/blog/optimiziā¦
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12 Feb 2025
š§ Key benefits:
- Reduced data scanning
- Optimized join strategies
- Better handling of data skew
- Automatic partition optimization
Check out the full guide with code examples and best practices! coditation.com/blog/optimiziā¦
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12 Feb 2025
ā”ļø Real-world testing shows massive performance gains when combining DPP and AQE. Learn how to implement, monitor, and fine-tune these features in your Spark jobs. #DataEngineering #BigData coditation.com/blog/optimiziā¦
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6 Feb 2025
š„ Deep dive into Custom Serialization in Apache Kafka for better performance! Learn how to optimize event processing with custom serializers and deserializers. A thread... coditation.com/blog/implemenā¦
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6 Feb 2025
š Key benefits covered:
- Reduce message size by 60%
- Increase producer throughput by 65%
- Decrease memory usage by 40%
- Implement buffer pooling
- Add schema versioning
- Enable compression
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6 Feb 2025
š” Includes complete code examples for:
- Custom binary serializers
- Buffer pooling implementation
- Version control
- Compression integration
- Error handling & monitoring
Check out the full guide here š coditation.com/blog/implemenā¦
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4 Feb 2025
š” Practical example: Building an AI software development team with Tech Lead, Developer, and Code Reviewer agents working together through a graph-based workflow. See how it works! #coding #developers
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4 Feb 2025
š Read the full guide with code implementations and best practices here: coditation.com/blog/designinā¦
Level up your AI development skills! #LangGraph #MultiAgentSystems
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