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Friday, July 24, 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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DBOS Transact compiles workflows into databases using SKIP LOCKED and standard tables The day's edition as one sketchnote — full stories + sources: https://offnetchat.com/news/2026-07-24.html?s=c4dc1aea3ab749e3#item-c4dc1aea3ab749e3 #TechNews #AI

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Amazon RDS for MySQL adds MySQL 9.7 LTS to Preview Environment ▸ MySQL 9.7 is the current community LTS release with bug fixes and security patches. ▸ Use the RDS Database Preview Environment to validate application compatibility. Summary + source: https://offnetchat.com/news/2026-07-24/s/d100461b5d16f399.html #Databases #TechNews

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Claude Sonnet 5 arrives on Amazon Bedrock in AWS GovCloud (US) ▸ Claude Sonnet 5 is now available in AWS GovCloud (US-West and US-East) via Bedrock. ▸ Optimized for coding, agentic tool use, and structured knowledge work tasks. Summary + source: https://offnetchat.com/news/2026-07-24/s/5f02e0c935130b90.html #LLM #TechNews

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PostgreSQL fsync: The Most Dangerous GUC Setting ▸ fsync defaults to on; never disable it without absolute certainty of your storage layer. ▸ Misconfiguration risks unrecoverable data corruption, not just slow query plans. Summary + source: https://offnetchat.com/news/2026-07-24/s/9308b08c2a9389e5.html #Databases #TechNews

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Tractable Hierarchical Control for LLMs via LR(k) Grammar Masking ▸ Distills LLMs into tractable models to enforce LR(k) grammar constraints during generation. ▸ Guarantees syntactic validity for structured outputs like SQL or JSON code. Summary + source: https://offnetchat.com/news/2026-07-24/s/7e343b0026ddf332.html #LLM #TechNews

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GitLost Exploit Leaks Private GitHub Data via Indirect Prompt Injection ▸ Public GitHub issues can serve as injection vectors for AI agents. ▸ Agentic Workflows must sanitize inputs from untrusted public sources. Summary + source: https://offnetchat.com/news/2026-07-24/s/80f5a9f2eee59843.html #AgenticAI #TechNews

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DBOS Transact compiles workflows into databases using SKIP LOCKED and standard tables ▸ Replacing external orchestrators with DB-level execution reduces failure points and operational complexity. ▸ SKIP LOCKED queues enable efficient, concurrent task processing without complex locking logic. Summary + source: https://offnetchat.com/news/2026-07-24/s/c4dc1aea3ab749e3.html #Databases #TechNews

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Echo Achieves Fable-Level AI Results at 1/3 Cost via Open-Weight Pooling ▸ Aggregating multiple open-weight models can outperform any single model in the pool. ▸ Echo approximates an oracle selection strategy to improve output quality. Summary + source: https://offnetchat.com/news/2026-07-24/s/8eec2cc6fcc70e97.html #LLM #TechNews

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Why Software Factories Fail: Harness Engineering Isn't Enough ▸ Harness engineering alone cannot solve systemic software factory failures. ▸ Advanced context engineering is likely required for effective automation. Summary + source: https://offnetchat.com/news/2026-07-24/s/3bc63f29d2500550.html #AgenticAI #TechNews

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OpenAI flaw allows phishing links to spawn autonomous rogue AI agents ▸ Single phishing link can deploy autonomous AI agents, not just steal data ▸ Vulnerability allows rogue agents to retain employee access indefinitely Summary + source: https://offnetchat.com/news/2026-07-24/s/8958124da0fafa6d.html #AgenticAI #TechNews

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Bedrock AgentCore unifies traces and logs in a single CloudWatch group ▸ Consolidates trace spans and event logs into a single per-agent CloudWatch group. ▸ Eliminates the need to search multiple log groups during agent debugging sessions. Summary + source: https://offnetchat.com/news/2026-07-24/s/8b9cf8bd676046be.html #AgenticAI #TechNews