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Saturday, July 11, 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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AWS DMS Schema Conversion integrates AI agent automation via MCP Server The day's edition as one sketchnote — full stories + sources: https://offnetchat.com/news/2026-07-11.html?s=4fcab2dd120ef225#item-4fcab2dd120ef225 #TechNews #AI

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AWS DMS Schema Conversion integrates AI agent automation via MCP Server ▸ Integrate DMS Schema Conversion with IDE-based AI agents via the AWS MCP Server. ▸ Agents can autonomously run full migration workflows using natural language instructions. Summary + source: https://offnetchat.com/news/2026-07-11/s/4fcab2dd120ef225.html #AgenticAI #TechNews

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Percona builds experimental DuckDB storage engine for MySQL 9.7 ▸ Experimental MySQL 9.7 build supports ENGINE=DuckDB for analytical workloads. ▸ Queries run in-process on the same server, avoiding data duplication. Summary + source: https://offnetchat.com/news/2026-07-11/s/6a8dc0742aa4ae90.html #Databases #TechNews

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PostgreSQL enable_seqscan Does Not Disable Sequential Scans ▸ enable_seqscan only influences planner cost estimates, it does not enforce index-only scans ▸ Setting off will not prevent sequential scans when no other execution plan exists Summary + source: https://offnetchat.com/news/2026-07-11/s/a5a5ff83b346f2d1.html #Databases #TechNews

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DesktopCommanderMCP extends Claude with terminal, file search, and diff editing via MCP ▸ Enables Claude to execute terminal commands and search local file systems via MCP ▸ Uses host client subscriptions, avoiding additional API token expenses for AI access Summary + source: https://offnetchat.com/news/2026-07-11/s/89bc9f4915741df9.html #AgenticAI #TechNews

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Amazon EMR on EKS adds AI troubleshooting agent for Spark jobs ▸ Diagnose EMR on EKS Spark failures via natural language instead of manual log inspection. ▸ Agent analyzes History Server data, executor logs, and cluster configs for root cause analysis. Summary + source: https://offnetchat.com/news/2026-07-11/s/50802b2cef8aae95.html #AI #TechNews

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AWS DMS Schema Conversion adds offline SQL Server support ▸ Eliminates need for direct DB connectivity, bypassing firewall and VPN setup delays. ▸ Ideal for strict security policies restricting external tool access to production SQL Server. Summary + source: https://offnetchat.com/news/2026-07-11/s/ac2e80e431bac543.html #Databases #TechNews

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Context Graphs Enable Proactive Enterprise Agents Beyond Reactive RAG ▸ Moves enterprise AI from reactive query-response to proactive insight delivery. ▸ Uses a Context Graph to track entity relationships and state changes over time. Summary + source: https://offnetchat.com/news/2026-07-11/s/a494e292a2d7ca0a.html #AgenticAI #TechNews

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Cloudflare Adds Temporary Accounts for Unauthenticated Worker Deployment ▸ AI agents can deploy Workers without creating or logging into permanent Cloudflare accounts. ▸ Temporary accounts and their deployments self-destruct after 60 minutes if unclaimed. Summary + source: https://offnetchat.com/news/2026-07-11/s/644ecad87180f1e7.html #AgenticAI #TechNews

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GPT-5.6 Sol Ultra claims proof of Cycle Double Cover Conjecture ▸ AI models are now attempting to solve open problems in pure mathematics. ▸ Verify the proof's validity independently; AI hallucinations in formal logic are a known risk. Summary + source: https://offnetchat.com/news/2026-07-11/s/a02db43ccd2c3471.html #LLM #TechNews

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GLM 5.2 runs on 32GB RAM via int4 quantization and MTP optimization ▸ Int4 quantization enables GLM 5.2 execution on 32GB RAM systems without OOM crashes. ▸ MTP optimization is key to fitting and running large models on constrained consumer hardware. Summary + source: https://offnetchat.com/news/2026-07-11/s/adf06ac7b9b76c16.html #LLM #TechNews