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Enforcing rules and managing expectations for AI agents with CI and code review

https://rubyonai.com/how-do-you-know-the-software-is-working/
2•marcinos•1h ago

Comments

longtermop•1h ago
This resonates—CI and code review are great for enforcing conventions on what the agent produces. But one gap I keep running into: production agents ingest untrusted content at runtime that never touches the repo.

Prompt injection is the obvious example. A malicious payload arriving via user input, tool outputs, or RAG retrieval won't show up in any code review. The adversarial content isn't in your codebase—it's dynamically constructed at inference time.

Do you have any thoughts on validating agent inputs at runtime vs. just at build time? CI catches what you control, but runtime inputs are adversarial territory where static rules can't reach.

I am my own legal department: the promise and peril of "go independent" (2024)

https://www.citationneeded.news/i-am-my-own-legal-department/
1•Tomte•1m ago•0 comments

Lessons learned building ChatGPT Apps

https://developers.openai.com/blog/15-lessons-building-chatgpt-apps/
1•Eldodi•1m ago•0 comments

Managed ClickStack redefining the economics of observability

https://clickhouse.com/blog/introducing-managed-clickstack-beta
1•samaysharma•2m ago•0 comments

Claude Code Demystified: Whirring, Skidaddling, Flibbertigibetting

https://www.mihaileric.com/Demystifying-Claude-Code/
1•nutellalover•4m ago•0 comments

Lishogi, a Shogi fork of Lichess

https://lishogi.org/
1•haunter•5m ago•1 comments

Ending 15 years of subprocess polling

https://gmpy.dev/blog/2026/event-driven-process-waiting
1•birdculture•7m ago•0 comments

Wi-Fi 7: Welcome to the era of multi-gig wireless

https://fiber.googleblog.com/2026/02/wi-fi7.html
1•xnx•8m ago•0 comments

Show HN: Codag – Visualize and share LLM workflows in VS Code

https://github.com/michaelzixizhou/codag
2•michaelzixizhou•9m ago•0 comments

Making of BBC's Stopmotion 2026 Olympic Winter Games Trailer [video]

https://www.youtube.com/watch?v=iF_BJNrt1I4
1•ChrisArchitect•9m ago•1 comments

Spanish PM Pedro Sanchez announces plans to ban socialmedia access for under-16s

https://www.abc.net.au/news/2026-02-03/social-media-ban-spain/106302026
1•Teever•10m ago•0 comments

$70 Raspberry Pi CM5 5G Router expansion board offers five GbE ports

https://www.cnx-software.com/2025/08/11/70-raspberry-pi-cm5-5g-router-expansion-board-offers-five...
1•teleforce•10m ago•0 comments

San Francisco parents are letting teens ride in Waymos without an adult

https://www.sfchronicle.com/sf/article/parents-teens-waymo-without-adult-21297207.php
1•PaulHoule•12m ago•0 comments

You Sound Like ChatGPT

https://www.theverge.com/openai/686748/chatgpt-linguistic-impact-common-word-usage
1•satvikpendem•12m ago•0 comments

The thinking world – by kingsley – thoughts with data

https://kingsleyk.substack.com/p/the-thinking-world
1•vinnyglennon•12m ago•0 comments

Study: emotional support from social media found to reduce anxiety

https://news.uark.edu/articles/80669/emotional-support-from-social-media-found-to-reduce-anxiety
3•giuliomagnifico•13m ago•0 comments

Build the Whole Product

https://twitter.com/gokulr/status/2006824211025952783
1•tosh•14m ago•0 comments

One-third of dementia cases are linked to non brain-related diseases

https://medicalxpress.com/news/2026-02-dementia-cases-linked-brain-diseases.html
2•bikenaga•14m ago•1 comments

Show HN: We told OpenClaw to rm -rf and it failed successfully

https://securetrajectories.substack.com/p/openclaw-rm-rf-policy-as-code
1•joshdevon•15m ago•1 comments

Client-Side Encrypted Posts in Jekyll

https://www.joshbeckman.org/blog/encrypted-post
1•bckmn•15m ago•0 comments

In Tehran

https://www.lrb.co.uk/blog/2026/january/in-tehran
2•mitchbob•15m ago•0 comments

Ask HN: Stablecoin Infrastructure Provider Recommendations

1•toomuchtodo•18m ago•0 comments

Republicans haul Netflix before Congress for being ‚woke'

https://www.theverge.com/policy/873533/netflix-warner-bros-discovery-senate-antitrust-hearing
3•ch_sm•19m ago•1 comments

Epstein Broke the Internet

https://www.garbageday.email/p/here-s-how-epstein-broke-the-internet
2•speckx•19m ago•0 comments

A Man Warning the West: Trump Is Changing the World Behind the Scenes [video]

https://www.youtube.com/watch?v=nJeU72Rgjh4
1•Bender•19m ago•1 comments

Fastmail Donates USD 10k to the Perl and Raku Foundation

https://www.perl.com/article/fastmail-donates-usd-10-000-to-the-perl-and-raku-foundation/
29•oalders•19m ago•3 comments

AI Is Killing B2B SaaS

https://nmn.gl/blog/ai-killing-b2b-saas
4•namanyayg•20m ago•2 comments

French streamer unbanked by Qonto after criticizing Palantir and Peter Thiel

https://twitter.com/Ced_haurus/status/2018716889191498172
4•hocuspocus•21m ago•0 comments

Finding a Cross-Tenant Vulnerability in GCP's Apigee

https://omeramiad.com/posts/gatewaytoheaven-gcp-cross-tenant-vulnerability/
1•bearsyankees•21m ago•0 comments

Tech billionaires fuel Trump's record $429M haul ahead of midterm elections

https://www.ft.com/content/5038f2b1-6334-4d28-85e6-312d06796ca7
5•robtherobber•22m ago•1 comments

Let AI agents read your accounts, but approve writes first

https://monteslu.com/blog/ai-running-your-life
1•monteslu•22m ago•1 comments