Hacker News: shenli3514

Any text-to-SQL benchmark should address difficulties of real-world data stores

shenli3514 — Wed, 22 Jul 2026 21:54:30 +0000

Article URL: https://cacm.acm.org/blogcacm/if-you-think-you-can-do-real-world-text-to-sql/

Comments URL: https://news.ycombinator.com/item?id=49013995

Points: 26

# Comments: 4

New comment by shenli3514 in "Show HN: DeepSQL – A self-hostable DBA agent for Postgres and MySQL"

shenli3514 — Wed, 22 Jul 2026 19:31:17 +0000

I think most of the slow queries can be identified and fixed by simple rules with a proper tool. Like https://docs.percona.com/percona-toolkit/pt-query-digest.htm... . Have you done any benchmark about the accuracy of your tool?

New comment by shenli3514 in "Show HN: DeepSQL – A self-hostable AI DBA agent for Postgres and MySQL"

shenli3514 — Wed, 22 Jul 2026 16:53:38 +0000

This is an interesting product. Any comparison with other DBA tools? There are many tools can fix the slow queries, based on rule+statistics.

Agent-Native Software Engineering

shenli3514 — Wed, 22 Jul 2026 16:20:30 +0000

Article URL: https://sys0.substack.com/p/agent-native-software-engineering

Comments URL: https://news.ycombinator.com/item?id=49009226

Points: 2

# Comments: 0

Anthropic runs large-scale code migrations with Claude Code

shenli3514 — Tue, 21 Jul 2026 20:51:52 +0000

Article URL: https://twitter.com/ClaudeDevs/status/2079654423828304282

Comments URL: https://news.ycombinator.com/item?id=48998132

Points: 4

# Comments: 0

SkyPilot Is Out of Stealth

shenli3514 — Tue, 21 Jul 2026 17:20:06 +0000

Article URL: https://skypilot.ai/blog/skypilot-the-company

Comments URL: https://news.ycombinator.com/item?id=48995306

Points: 14

# Comments: 0

Devin Outposts: Run Devin sessions on your own infra

shenli3514 — Tue, 21 Jul 2026 17:01:31 +0000

Article URL: https://docs.devin.ai/cloud/outposts/overview

Comments URL: https://news.ycombinator.com/item?id=48995050

Points: 2

# Comments: 0

Replit's Snapshot Engine: The Tech Making AI Agents Safe

shenli3514 — Tue, 21 Jul 2026 02:46:29 +0000

Article URL: https://replit.com/blog/inside-replits-snapshot-engine

Comments URL: https://news.ycombinator.com/item?id=48987456

Points: 2

# Comments: 0

The UX of Agent Tools

shenli3514 — Mon, 20 Jul 2026 19:22:55 +0000

Article URL: https://sys0.substack.com/publish/post/207820620

Comments URL: https://news.ycombinator.com/item?id=48983647

Points: 2

# Comments: 0

Why do you use GPT-5.6 and kimi k3 inside of Claude Code?

shenli3514 — Sun, 19 Jul 2026 17:37:21 +0000

Article URL: https://twitter.com/theo/status/2078217355780624864

Comments URL: https://news.ycombinator.com/item?id=48970076

Points: 1

# Comments: 1

Aurora DSQL: Scalable, Multi-Region OLTP

shenli3514 — Fri, 17 Jul 2026 20:31:12 +0000

Article URL: https://arxiv.org/abs/2607.13276

Comments URL: https://news.ycombinator.com/item?id=48951960

Points: 21

# Comments: 2

Databricks is raising funding at $188B valuation

shenli3514 — Fri, 17 Jul 2026 07:07:47 +0000

Article URL: https://www.databricks.com/company/newsroom/press-releases/databricks-raising-strategic-round-funding-188-billion-valuation

Comments URL: https://news.ycombinator.com/item?id=48944210

Points: 2

# Comments: 0

New comment by shenli3514 in "Boris Cherny: Steps of AI Adoption"

shenli3514 — Fri, 17 Jul 2026 02:42:20 +0000

discussions here: https://x.com/bcherny/status/2077929379661844559?s=20

Boris Cherny: Steps of AI Adoption

shenli3514 — Fri, 17 Jul 2026 01:53:48 +0000

Article URL: https://claude.ai/code/artifact/bfdfaef9-bc62-4dfe-ba9e-c58a26c9accf

Comments URL: https://news.ycombinator.com/item?id=48942554

Points: 12

# Comments: 1

Nvidia Is Backstopping GPU Rentals for Neoclouds

shenli3514 — Mon, 06 Jul 2026 23:26:50 +0000

Article URL: https://newsletter.semianalysis.com/p/nvidia-gpu-debt-backstop-unleashes

Comments URL: https://news.ycombinator.com/item?id=48811828

Points: 5

# Comments: 2

Agent Infra: curated resources for production AI agent infrastructure

shenli3514 — Mon, 06 Jul 2026 14:35:20 +0000

Article URL: https://github.com/shenli/awesome-agent-infra

Comments URL: https://news.ycombinator.com/item?id=48805260

Points: 3

# Comments: 0

Databricks LTAP Explained

shenli3514 — Thu, 02 Jul 2026 03:15:19 +0000

Article URL: https://sys0.substack.com/p/databricks-ltap-explained-turning

Comments URL: https://news.ycombinator.com/item?id=48756064

Points: 4

# Comments: 0

A GitHub-compatible Git service built for AI agents

shenli3514 — Tue, 30 Jun 2026 07:05:44 +0000

Article URL: https://github.com/ngaut/agent-git-service

Comments URL: https://news.ycombinator.com/item?id=48729434

Points: 1

# Comments: 0

Nvidia RTX Spark

shenli3514 — Mon, 01 Jun 2026 05:24:40 +0000

https://www.theverge.com/tech/940589/nvidia-rtx-spark-n1-n1x...

https://finance.yahoo.com/markets/article/nvidia-debuts-rtx-...

https://www.macrumors.com/2026/06/01/nvidia-challenges-apple...

Comments URL: https://news.ycombinator.com/item?id=48352939

Points: 428

# Comments: 421

The InfraRed 100 Report

shenli3514 — Fri, 29 May 2026 21:24:43 +0000

Article URL: https://www.redpoint.com/reports/the-infrared-report-2026/

Comments URL: https://news.ycombinator.com/item?id=48329492

Points: 2

# Comments: 0