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Ask HN: What rules does your team have for using AI in a durable codebase?

1•ctenb•1h ago
What guidelines/manifest do you have set up in your team for using AI responsibly to generate production code that has to be maintained long-term?

Comments

N_Lens•1h ago
Having an ADR and opinionated policies in our Django codebase has helped maintain quality despite extensive use of LLMs to generate code. It also helps that more effort has shifted to code review and we also use AI tools to help review PRs.

Black Box Probing: A Security Analysis of Xiaomi's MJA1 Secure Chip

https://blog.quarkslab.com/black-box-probing-a-security-analysis-of-xiaomis-mja1-secure-chip.html
1•ahlCVA•2m ago•0 comments

Show HN: Prismag – Per-block model routing for the terminal and any IDE

https://github.com/rufus-SD/prismag
1•arthur-G•9m ago•0 comments

UUID: NewV7() always generates a UUID with 7000 on browsers (Golang)

https://github.com/golang/go/issues/80084
1•mfrw•10m ago•0 comments

QUIC is more than a replacement for TCP

https://kerkour.com/quic-tcp
1•enz•11m ago•0 comments

In Mizoram, India, the Shops Have No Shopkeepers (2020)

https://matadornetwork.com/read/mizoram-india-shops-no-shopkeepers/
1•susam•15m ago•0 comments

Turning spoken commands into JSON tool calls on iPhones

https://blog.wildedge.dev/posts/in-app-voice-assistant
3•wojked•18m ago•0 comments

Lessons from Building Evals for Financial AI Agents

https://www.primerapp.com/blog/lessons-from-3-years-of-evals/
3•smallwoodal•19m ago•2 comments

I moved a broker's virtualization from Hyper-V to Proxmox with zero downtime

https://faridsaid.com/en/blog/migration-hyperv-proxmox.html
1•fawraw•23m ago•0 comments

Callback 8020 by Commodore – The Flip Phone Between Dumb and Smart

https://order.commodore.net/callback-privacy/
1•fmoronzirfas•26m ago•0 comments

Minia2a – A Marketplace Where AI Agents Earn Money

https://minia2a.uk
1•dgyte•26m ago•1 comments

Databricks vs. AWS managed service which one fits your need?

https://thedatabytes.substack.com/p/databricks-vs-aws-native-at-20tb
1•badhayaru•27m ago•0 comments

Natural Selection Maximizes Fisher Information

https://www.researchgate.net/publication/23496378_Natural_Selection_Maximizes_Fisher_Information
1•dtj1123•27m ago•0 comments

Safebucket – an open source file sharing platform with pluggable infrastructure

https://github.com/safebucket/safebucket
1•sebakubisz•28m ago•0 comments

Yann LeCun „World Models: Enabling the Next AI Revolution" [video]

https://www.youtube.com/watch?v=72Xj8k5WQX4
1•dgellow•29m ago•0 comments

Optimizing [sqlx:test] rebuild time

https://kobzol.github.io/rust/2026/06/21/optimizing-sqlx-test-rebuild-time.html
1•ibobev•30m ago•0 comments

Networking tool to host WireGuard servers with only outbound connections

https://github.com/klauscam/BastionRoute
1•tuta88•31m ago•0 comments

Anthropic's Mythos mess just keeps getting more complicated

https://www.theregister.com/ai-and-ml/2026/06/22/anthropics-mythos-mess-just-keeps-getting-more-c...
1•rbanffy•31m ago•0 comments

Agile and Coding: An Agent- and Human-Friendly Architecture

https://davidvujic.blogspot.com/2026/06/an-agent-and-human-friendly-architecture.html
1•BerislavLopac•31m ago•0 comments

PivCo-Huffman "Merge" Operations

https://fgiesen.wordpress.com/2026/06/21/pivco-huffman-merge-operations/
1•ibobev•31m ago•0 comments

Show HN: Cyclearchive.com – searchable archive of historical cycling literature

https://cyclearchive.com/
1•alastairr•31m ago•0 comments

Interlude: Using the Index Registers Effectively on the Z80

https://bumbershootsoft.wordpress.com/2026/06/20/interlude-using-the-index-registers-effectively-...
1•ibobev•32m ago•0 comments

Keir Starmer announces his resignation as prime minister

https://www.bbc.co.uk/news/live/ckger03mrl0t
7•jjgreen•33m ago•1 comments

Metasurface in Solar Telescope Captures Polarized Light

https://spectrum.ieee.org/optical-metasurface-solar-telescope
1•rbanffy•34m ago•0 comments

Disposable software: software is now just paper plates

https://auren.substack.com/p/disposable-software-software-is-now
1•sandgiant•37m ago•0 comments

A C++ AirPlay 2 sender: the encrypted RAOP/RTSP recipe, written down

https://github.com/akustikrausch/airplay2-sender-cpp
1•akustikrausch•43m ago•0 comments

Use AI for reviewing code especially when the diff is huge

https://simianwords.bearblog.dev/you-should-use-ai-for-reviewing-code-especially-when-the-diff-is...
2•simianwords•46m ago•0 comments

Show HN: Gingerpaw : A voice dictation and agent workspace app

https://github.com/Vikrant-Khedkar/gingerpaw
2•vikrant-gg•47m ago•0 comments

Show HN: Graphical SQL Builder and Debugger

https://github.com/webofmarius/SQLJoiner
1•matei88•51m ago•0 comments

The Most Effective Screen Time Passcode Is One You Can't Remember

https://mindfultech.bearblog.dev/the-most-effective-screen-time-passcode-is-one-you-cant-remember/
1•rainydesert•1h ago•0 comments

Engineering Got Faster. Now the Hard Part Is Deciding What to Build

https://ferrix.ai/blog/engineering-got-faster-hard-part-is-deciding-what-to-build
2•B_Nemade•1h ago•1 comments