Hacker News

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

Article URL: https://techcrunch.com/2026/07/14/google-images-gets-a-pinterest-like-redesign-focused-on-discovery/

Comments URL: https://news.ycombinator.com/item?id=48912251

Points: 2

# Comments: 1

Article URL: https://www.youtube.com/watch?v=dOolIKL-pxo

Comments URL: https://news.ycombinator.com/item?id=48912249

Points: 2

# Comments: 0

Article URL: https://www.bloomberg.com/news/articles/2026-07-14/deepseek-mulls-new-funding-weeks-after-7-billion-round-ft-says

Comments URL: https://news.ycombinator.com/item?id=48912238

Points: 3

# Comments: 0

Article URL: https://www.businessinsider.com/stock-buyback-ban-dividends-defense-stocks-trump-executive-order-senate-2026-7

Comments URL: https://news.ycombinator.com/item?id=48912219

Points: 2

# Comments: 0

Article URL: https://ticketfight.netlify.app

Comments URL: https://news.ycombinator.com/item?id=48912210

Points: 2

# Comments: 0

Article URL: https://apnews.com/article/warren-buffett-bill-gates-philanthropy-berkshire-hathaway-d0f9386e71e0ad2568b27ca736c73351

Comments URL: https://news.ycombinator.com/item?id=48912199

Points: 3

# Comments: 1

Article URL: https://twitter.com/thsottiaux/status/2077114635308986427

Comments URL: https://news.ycombinator.com/item?id=48912198

Points: 2

# Comments: 0

Article URL: https://www.bbc.co.uk/news/articles/c8x2x549vgdo

Comments URL: https://news.ycombinator.com/item?id=48912191

Points: 5

# Comments: 0

Article URL: https://github.com/joeycastillo/focus

Comments URL: https://news.ycombinator.com/item?id=48911691

Points: 1

# Comments: 0

Article URL: https://old.reddit.com/r/pilaofficial/comments/1uwi5kj/why_renters_cant_have_backup_power_until_now/

Comments URL: https://news.ycombinator.com/item?id=48911670

Points: 1

# Comments: 0

Article URL: https://theliveframe.com/blog/a-device-for-never-missing-the-surf

Comments URL: https://news.ycombinator.com/item?id=48911657

Points: 2

# Comments: 1