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Friday, July 10, 2026 — top 10 database + AI stories, one card each. Save the image, copy its caption, post.

Phone: tap Share image, pick Save Image in the sheet (LinkedIn's app won't take images from Safari directly), then tap the button again — it opens LinkedIn: start a post, add the photo on top, paste the caption. Desktop: Open → save the image, attach it in the composer, paste the caption.

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Amazon RDS for Oracle now supports Oracle Database 26ai The day's edition as one sketchnote — full stories + sources: https://offnetchat.com/news/2026-07-10.html?s=a295523c80eed363#item-a295523c80eed363 #TechNews #AI

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AlloyDB GA: proxy models run local inference inside the database — up to 2,400x throughput boost The story as an executive briefing — full stories + sources: https://offnetchat.com/news/2026-07-10.html?s=f14364ea5975dca1#item-f14364ea5975dca1 #TechNews #AI #Database

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Compile LLM SOPs into Versioned Tools to Cut Latency The story as a branching mind map — full stories + sources: https://offnetchat.com/news/2026-07-10.html?s=d931238cd9308a2e#item-d931238cd9308a2e #TechNews #AI #LLM

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Diagnose RDS Oracle Replica Lag with Wait Event Analysis The story as an engineer's whiteboard — full stories + sources: https://offnetchat.com/news/2026-07-10.html?s=d9b38d040b30704a#item-d9b38d040b30704a #TechNews #Database #Oracle

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AWS DMS Schema Conversion adds agentic AI for natural language orchestration ▸ Orchestrate full DMS SC workflows using natural language prompts instead of manual steps ▸ Agent automates metadata browsing, schema conversion, and assessment report generation Summary + source: https://offnetchat.com/news/2026-07-10/s/1e3e8902f0ffe3de.html #AgenticAI #TechNews

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Microsoft 365 Copilot switches preferred model to GPT-5.6 ▸ GPT-5.6 is now the preferred model powering Microsoft 365 Copilot. ▸ Updates target faster, higher-quality work in Word, Excel, and PowerPoint. Summary + source: https://offnetchat.com/news/2026-07-10/s/e799563c0958e055.html #LLM #TechNews

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Compile LLM SOPs into Versioned Tools to Cut Latency ▸ Replaces inference-time code regeneration with pre-compiled, versioned tools for repeated tasks. ▸ Tool synthesis uses live execution traces and backend schemas to ensure accuracy. Summary + source: https://offnetchat.com/news/2026-07-10/s/d931238cd9308a2e.html #AgenticAI #TechNews

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AlloyDB GA Proxy Models Run Local Inference for 2,400x Throughput Boost ▸ Eliminates external API latency by running inference locally within the database engine. ▸ Trains lightweight proxy models from LLM outputs to handle high-volume query tasks. Summary + source: https://offnetchat.com/news/2026-07-10/s/f14364ea5975dca1.html #Databases #TechNews

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Tencent releases Hy3, a high-performance open-weights LLM ▸ Tencent contributes Hy3 to the open-weights ecosystem ▸ Provides technical resources for model evaluation Summary + source: https://offnetchat.com/news/2026-07-10/s/53f31482706a6745.html #LLM #TechNews

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Postgres rewritten in Rust now passes 100% of regression tests ▸ Rust port achieves full regression test compliance, proving functional equivalence to C Postgres. ▸ Demonstrates viability of rewriting complex, legacy database engines in memory-safe languages. Summary + source: https://offnetchat.com/news/2026-07-10/s/b8c7fd931d56f106.html #Databases #TechNews

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AWS MCP Server adds OAuth support for AI agent authentication ▸ Agents connect via standard OAuth without extra auth software ▸ Leverages existing IAM policies and AWS identities Summary + source: https://offnetchat.com/news/2026-07-10/s/ae616b271f1c2a6e.html #AgenticAI #TechNews

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Diagnose RDS Oracle Replica Lag with Wait Event Analysis ▸ Use CloudWatch metrics and DB views to monitor replication lag in real time. ▸ Analyze wait events to identify specific performance bottlenecks causing lag. Summary + source: https://offnetchat.com/news/2026-07-10/s/d9b38d040b30704a.html #Databases #TechNews

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AWS RDS for Oracle: Optimize replica lag with redo compression ▸ Enable redo compression on RDS for Oracle replicas to shrink network payload size. ▸ Reduced redo volume directly lowers replication lag during high-write workloads. Summary + source: https://offnetchat.com/news/2026-07-10/s/fdda886890eda222.html #Databases #TechNews

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OpenAI launches ChatGPT Work agent for long-running, cross-app tasks ▸ Agents can now operate across disparate apps and file systems autonomously. ▸ Support for multi-hour sessions enables completion of complex, multi-step projects. Summary + source: https://offnetchat.com/news/2026-07-10/s/5941cef110c0f469.html #AgenticAI #TechNews