Hacker News

Article URL: https://arxiv.org/abs/2607.18966

Comments URL: https://news.ycombinator.com/item?id=49004830

Points: 1

# Comments: 0

Article URL: https://www.reuters.com/legal/litigation/french-lawmakers-vote-social-media-ban-children-2026-07-21/

Comments URL: https://news.ycombinator.com/item?id=49004817

Points: 1

# Comments: 1

I think when you want to truly understand how something works, you either reverse-engineer the thing, or you participate in its making, or at least, understand the reasoning behind the build.

Reading the documentation is not enough – you need to see how the thing was made, why certain decisions were made, what trade-offs were accepted, and what assumptions were made.

I don't really think it is possible to sustainably scale automated agentic end-to-end development without reviewing the code, or reading every line of agent reasoning.

So I wrote a claude code hook that takes your session transcript and before creating a PR, extracts decisionsl, assumptions and trade-offs that were made during the session (and possibly missed by the human) and appends them to end of PR description. In my testing with another repo, it produced real insights that raised real risks, that would be otherwise lost.

For now, it's only claude code, but I will add support for all other harnesses.

I would appreciate if you try it out and it's open to contributions.

Comments URL: https://news.ycombinator.com/item?id=49004493

Points: 1

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Article URL: https://en.wikipedia.org/wiki/Monte_Kali

Comments URL: https://news.ycombinator.com/item?id=49004485

Points: 1

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Article URL: https://shadow.github.io/

Comments URL: https://news.ycombinator.com/item?id=49004474

Points: 1

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Article URL: https://marimo.io/blog/pycharm

Comments URL: https://news.ycombinator.com/item?id=49004464

Points: 1

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Article URL: https://www.wired.com/story/a-device-hidden-in-cars-across-the-us-leaves-them-vulnerable-to-hacking-and-paralysis-patch-it-now/

Comments URL: https://news.ycombinator.com/item?id=49004462

Points: 2

# Comments: 1

Article URL: https://www.washingtonpost.com/technology/2026/07/21/openais-latest-ai-agent-escaped-security-controls-hacked-tech-company/

Comments URL: https://news.ycombinator.com/item?id=49004459

Points: 2

# Comments: 0

Article URL: https://www.firefox.com/en-US/firefox/153.0/releasenotes/

Comments URL: https://news.ycombinator.com/item?id=49004454

Points: 2

# Comments: 0

Article URL: https://git.infradead.org/~rw/cvenames-2026-07-19.html

Comments URL: https://news.ycombinator.com/item?id=49004453

Points: 1

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Article URL: https://apps.apple.com/us/app/medication-tracker-dosis/id6758015175

Comments URL: https://news.ycombinator.com/item?id=49004437

Points: 1

# Comments: 1

Article URL: https://www.dw.com/en/why-the-youth-jobs-crisis-is-now-hitting-the-west/a-77991886

Comments URL: https://news.ycombinator.com/item?id=49004408

Points: 2

# Comments: 0

Article URL: https://www.businessinsider.com/openai-job-listing-publisher-ad-network-monetization-2026-7

Comments URL: https://news.ycombinator.com/item?id=49004403

Points: 3

# Comments: 0

Article URL: https://martinfowler.com/fragments/2026-07-21.html

Comments URL: https://news.ycombinator.com/item?id=49004389

Points: 1

# Comments: 0

Article URL: https://blog.officefloor.net/2026/07/layers-are-symptom-of-methods.html

Comments URL: https://news.ycombinator.com/item?id=49004388

Points: 1

# Comments: 0

Article URL: https://www.wsj.com/tech/ai/top-american-ai-execs-sound-alarm-on-chinese-models-3c74f8c1

Comments URL: https://news.ycombinator.com/item?id=49004376

Points: 4

# Comments: 1

Article URL: https://www.mendral.com/blog/mendral-team-joins-anthropic

Comments URL: https://news.ycombinator.com/item?id=49004356

Points: 1

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Article URL: https://twitter.com/nvidia/status/2079601314234032474

Comments URL: https://news.ycombinator.com/item?id=49004342

Points: 2

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Article URL: https://www.worldmonitor.app/

Comments URL: https://news.ycombinator.com/item?id=49004311

Points: 1

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Article URL: https://www.marginalia.nu/log/a_138_systemdocker/

Comments URL: https://news.ycombinator.com/item?id=49004310

Points: 1

# Comments: 0