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Article URL: https://github.com/skorotkiewicz/duplicate-beverage-event

Comments URL: https://news.ycombinator.com/item?id=48912881

Points: 1

# Comments: 1

Article URL: https://uk.pcmag.com/networking/166041/starlink-gen-3-to-span-100k-satellites-for-gigabit-broadband-but-also-ai

Comments URL: https://news.ycombinator.com/item?id=48912880

Points: 1

# Comments: 1

Article URL: https://www.cnbc.com/2026/07/08/apple-commits-30-billion-to-broadcom-for-us-chipmaking-push.html

Comments URL: https://news.ycombinator.com/item?id=48912870

Points: 1

# Comments: 1

Article URL: https://www.inglesidelight.com/san-francisco-scale-model-art-water/

Comments URL: https://news.ycombinator.com/item?id=48912864

Points: 2

# Comments: 0

Article URL: https://bsky.app/profile/blackhc.bsky.social/post/3mqm7vfupjc2g

Comments URL: https://news.ycombinator.com/item?id=48912853

Points: 3

# Comments: 0

Article URL: https://slate.com/life/2026/07/shoplifting-walmart-target-amazon-retail-florida.html

Comments URL: https://news.ycombinator.com/item?id=48912852

Points: 1

# Comments: 0

Article URL: https://www.rnz.co.nz/news/world/721391/astronomers-detect-sugar-in-interstellar-space-for-the-first-time

Comments URL: https://news.ycombinator.com/item?id=48912831

Points: 3

# Comments: 1

Article URL: https://arxiv.org/abs/2409.09846

Comments URL: https://news.ycombinator.com/item?id=48912443

Points: 1

# Comments: 1

Article URL: https://lobste.rs/s/ko1ji1/lobste_rs_is_now_running_on_sqlite

Comments URL: https://news.ycombinator.com/item?id=48912438

Points: 3

# Comments: 0

A daily psuedonymous game to pit top startups H2H across 3 vectors - momentum, long term conviction, and talent/culture - and create a composite leaderboard.

Opensource license - looking for players, feedback, and contributors!

Comments URL: https://news.ycombinator.com/item?id=48912409

Points: 2

# Comments: 0

Article URL: https://www.chronicle.com/article/the-faculty-workload-myth

Comments URL: https://news.ycombinator.com/item?id=48912381

Points: 2

# Comments: 0

Article URL: https://www.msn.com/en-us/money/other/ibm-sends-shockwave-through-tech-industry-with-ai-warning/ar-AA27TcGM

Comments URL: https://news.ycombinator.com/item?id=48912368

Points: 2

# Comments: 1

Article URL: https://www.ft.com/content/e2addd88-4361-43f1-94e2-9f0a808dd6a9

Comments URL: https://news.ycombinator.com/item?id=48912365

Points: 3

# Comments: 0

Hi HN, I’m a software engineer who’s been building AI agents for about 1.5 years.

I’ve noticed that teams often give agents the ability to perform real tasks, such as refunding money, changing accounts, and writing to production databases, without involving a human in the process. When there is an approval step, there’s no reliable record of who approved what or when.

To address this issue, I created Approv. It’s a simple API call that pauses an agent’s risky action and prompts a human to approve or reject it via WhatsApp (with an SMS fallback). Every state change is hashed and signed with Ed25519, ensuring that the audit trail is tamper-evident and can be independently verified by anyone. The response includes the public key and the exact hashing formula.

The stack consists of Deno edge functions (with a hexagonal core), Postgres (using pgmq queue and pg_cron), Twilio, and a Next.js dashboard. The app is live and free to try.

Here are some links for further information:

- Live app: https://approv-app.vercel.app - 90-second demo: https://www.loom.com/share/1b286fb19b1a4730a2d5ed6e8a9c2ac3

I would genuinely appreciate your feedback on the audit design and whether the human-in-the-loop model aligns with your approach to building agents. Feel free to critique it thoroughly.

Comments URL: https://news.ycombinator.com/item?id=48912351

Points: 1

# Comments: 0

Article URL: https://spinningnumbers.org/

Comments URL: https://news.ycombinator.com/item?id=48912325

Points: 1

# Comments: 0

Article URL: https://lucasigel.com/hl2/dm

Comments URL: https://news.ycombinator.com/item?id=48912306

Points: 1

# Comments: 1

Article URL: https://directus.com/resources/ai-is-straining-vulnerability-disclosure-for-maintainers

Comments URL: https://news.ycombinator.com/item?id=48912302

Points: 2

# Comments: 0

Article URL: https://onlymove.net/

Comments URL: https://news.ycombinator.com/item?id=48912290

Points: 2

# Comments: 0

Article URL: https://clickhouse.com/blog/introducing-pg_re2-regex-in-postgres

Comments URL: https://news.ycombinator.com/item?id=48912254

Points: 2

# Comments: 0