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83% of Enterprises Eye Cloud Repatriation by 2026

As cloud costs rise and flexibility wanes for steady workloads, enterprises are shifting back to private infrastructure.

28 Aug 2026

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Data ScienceAug 28

LangGraph AI Agents Connect to PostgreSQL for Robust Data Persistence

New methods allow LangGraph agents to leverage PostgreSQL databases for state management and data retrieval.

●Builder Action:Developers can now build stateful LangGraph agents by leveraging PostgreSQL for persistent data storage. This enables agents to maintain context, recall past interactions, and access structured data. The integration requires careful state serialization and database schema design, with options for local Docker setups or cloud-managed PostgreSQL instances for deployment.

Data ScienceAug 28

RAG Powers AI Support to Answer Accurately From Your Data

Retrieval-Augmented Generation (RAG) grounds AI responses in your own knowledge bases, boosting trust and efficiency.

●Builder Action:Developers implementing RAG need to focus on data pipeline quality: chunking strategies, embedding model selection, and vector database performance are critical. Understanding prompt engineering for LLMs is key to directing responses based on retrieved context. Experiment with different retrieval strategies beyond basic similarity search to improve accuracy.

Data ScienceAug 28

Cloudflare Reclaims 100TB RAM by Optimizing DNS Cache Efficiency

Cloudflare shrinks DNS cache entries, reclaiming massive RAM resources without hardware changes.

●Builder Action:Developers relying on Cloudflare's 1.1.1.1 service will experience imperceptible performance gains due to reduced latency. This optimization means Cloudflare has more headroom for traffic, potentially improving reliability during peak loads. The reclaimed RAM frees resources that can be allocated to other Cloudflare services, possibly leading to new features or enhanced performance in areas like WAF or CDN.