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Sunday, July 12, 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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ClickHouse scales PgBouncer to 4x throughput for managed Postgres The day's edition as one sketchnote — full stories + sources: https://offnetchat.com/news/2026-07-12.html?s=554e8c99cf385b31#item-554e8c99cf385b31 #TechNews #AI

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ClickHouse scales PgBouncer to 4x throughput for managed Postgres ▸ PgBouncer performance varies significantly based on underlying infrastructure and configuration. ▸ Managed Postgres providers can offer substantial connection throughput improvements. Summary + source: https://offnetchat.com/news/2026-07-12/s/554e8c99cf385b31.html #Databases #TechNews

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pgrust: Postgres 18.3 rewrite in Rust passes 100% regression tests ▸ Disk-compatible with Postgres 18.3; can boot directly from existing data directories. ▸ Passes 100% of Postgres regression suite, validating deep behavioral compatibility. Summary + source: https://offnetchat.com/news/2026-07-12/s/b8c7fd931d56f106.html #Databases #TechNews

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PostgreSQL: Disable enable_sort for slow sorts? Wrong target ▸ Do not disable enable_sort to fix slow sorts; it is a blunt instrument. ▸ Increase work_mem to allow more in-memory sorting for better performance. Summary + source: https://offnetchat.com/news/2026-07-12/s/01ffd1e9baf50292.html #Databases #TechNews

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SQLite strict tables enforce schema integrity at creation time ▸ Enforces data types at insertion time, preventing silent type coercion errors. ▸ Reduces runtime bugs caused by SQLite's default flexible typing behavior. Summary + source: https://offnetchat.com/news/2026-07-12/s/cd84ae7390b0714c.html #Databases #TechNews

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Mesh LLM brings distributed inference to iroh network ▸ Distributed inference reduces reliance on centralized GPU clouds. ▸ Leverages iroh for decentralized connectivity and NAT traversal. Summary + source: https://offnetchat.com/news/2026-07-12/s/3822e0e0e383c981.html #AI #TechNews

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OpenAI kills Atlas browser standalone experiment, pivots to workplace productivity ▸ OpenAI ends the standalone Atlas browser experiment after under 12 months ▸ Strategic focus shifts from general browsing to workplace productivity tools Summary + source: https://offnetchat.com/news/2026-07-12/s/a6d1d30da39d89fd.html #AgenticAI #TechNews

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100-Line Lisp Agent Demonstrates Minimalist AI Implementation ▸ Proves complex agent logic can be implemented in under 100 lines of code ▸ Uses Lisp to demonstrate clarity and minimalism in AI system design Summary + source: https://offnetchat.com/news/2026-07-12/s/dfe87bfc97aae15d.html #AgenticAI #TechNews

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AI buyers shift from monolithic models to specialized small tools ▸ Monolithic AI models face growing competition from niche, specialized tools ▸ Customers prioritize specific utility over broad general-purpose capabilities Summary + source: https://offnetchat.com/news/2026-07-12/s/a665cfa871932f7b.html #LLM #TechNews

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Prisma ORM trending: next-gen type-safe client and declarative migrations ▸ Prisma Client generates type-safe query builders, reducing runtime errors in Node.js/TS apps. ▸ Declarative migrations in Prisma Migrate simplify schema versioning and sync. Summary + source: https://offnetchat.com/news/2026-07-12/s/babb673c854ba209.html #Databases #TechNews

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Amazon RDS for Oracle supports Database 26ai with Select AI and Vector Search ▸ Oracle Database 26ai is now available on Amazon RDS for Oracle as an LTS release. ▸ Select AI enables SQL generation and execution via natural language prompts. Summary + source: https://offnetchat.com/news/2026-07-12/s/a295523c80eed363.html #Oracle #TechNews