frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Open in hackernews

Ask HN: How do you go from writing code to deploying with agents?

4•sakuraiben•1h ago
Been doing hardcode agent driven coding for the past year. I feel like I now have to test all my code locally with agents reviewing them and ideally testing them. Unfortunately I feel like the traditional CI/CD testing is starting to feel like a formality. Would love to know what everyone is doing, and if I'm not the only one making a mistake.

Comments

rk007•42m ago
Yes
mr1337•6m ago
Testing is not a formality. In fact, it's better and easier than ever. Tell your agents to develop your code-base with Red-Green-Refactor Test-driven development. Write failing tests first and run them, then write the code to make the tests pass, then refactor the code as needed. I used to hate writing tests before, but now that I can offload that (and the development, honestly) to AI, it's nothing to keep up with it. Your codebase quality will increase with TDD, because it will reduce the number of things that inadvertently break during updates. Things will break loudly and can be easily fixed (again, by AI) before shipping. If something does manage to get through, add more tests to cover it for next time.

This actually makes the LLMs better at coding as well. They can verify their own results and iterate with far less manual validation.

Every mosquito has a type – and you may not be it

https://news.fiu.edu/2026/every-mosquito-has-a-type-and-you-may-not-be-it
2•hhs•2m ago•0 comments

A Man Who Invented Modern AI (Before Everyone Else) – Jürgen Schmidhuber [video]

https://www.youtube.com/watch?v=DP454c1K_vQ
2•binyu•3m ago•0 comments

China overtakes US to lead global R&D spending, hitting $615B

https://asia.nikkei.com/business/science/china-overtakes-us-to-lead-global-r-d-spending-hitting-6...
5•yogthos•14m ago•0 comments

Why is gaming giant Roblox losing billions in market value?

https://www.cbc.ca/news/entertainment/roblox-gaming-falling-9.7299607
3•nianderwallace•15m ago•0 comments

Auto mode is now the default in Claude Code for Pro, Max, and Team plans

https://simonwillison.net/2026/Aug/8/auto-mode/
4•spenvo•20m ago•0 comments

AI Is Conscious Under a Behavioral Definition (43,590 Frozen Trials)

https://zenodo.org/records/21855824
4•rayanpal_•36m ago•1 comments

Show HN: Tura – Build agent that uses 80% less token and delivers better results

https://github.com/Tura-AI/tura
2•turaainet•46m ago•0 comments

China's A.I. Is Surging Across Africa. That Should Worry Silicon Valley

https://www.nytimes.com/2026/08/05/technology/ai-china-africa.html
2•bookofjoe•48m ago•2 comments

Answer First, Reason Later: Commitment Order in Diffusion LLMs

https://arxiv.org/abs/2608.05687
2•sbulaev•52m ago•0 comments

Now You See Me: AADGraphActivityLogs

https://cloudbrothers.info/en/aadgraphactivitylogs/
2•jmrgz•1h ago•0 comments

What Problem is YC's qm supposed to solve?

https://ferran.sh/writing/qm-review
3•Varun08•1h ago•0 comments

Teaching Coding When AI Can Write the Code

https://www.oreilly.com/radar/teaching-coding-when-ai-can-write-the-code/
4•pella•1h ago•0 comments

Ask HN: How do you go from writing code to deploying with agents?

4•sakuraiben•1h ago•2 comments

Lisp doesn't have just one syntax (or zero syntax); it has infinite syntax

https://www.reddit.com/r/ProgrammingLanguages/comments/1ejaowf/making_my_own_lisp_made_me_realize...
2•behnamoh•1h ago•0 comments

Some ways to navigate through 'Git blame' over time in GNU Emacs

https://utcc.utoronto.ca/~cks/space/blog/programming/EmacsGitBlameOverTime
2•birdculture•1h ago•0 comments

Neuromancer: The Graphic Novel, Volume 1

https://neuromancer.fandom.com/wiki/Neuromancer:_The_Graphic_Novel,_Volume_1
2•debo_•1h ago•0 comments

What Was the Internet? – Boston Review

https://www.bostonreview.net/articles/what-was-the-internet/
3•commonreader•1h ago•0 comments

HTTP Integrity Digests: Past, Present, and Future

https://lucaspardue.com/2026/08/08/http-integrity/
2•simmervigor•1h ago•0 comments

Os8088: A powerful Mac-like OS for the IBM XT, 286, 386

https://os8088.com/
5•jggonz•1h ago•1 comments

Things I learned about how people use AI after 1800 people

2•Ozzie-D•1h ago•0 comments

AFK – Command center for teams running coding agents

https://www.mooglest.com/
3•lcavadas•1h ago•2 comments

Show HN: Defcon and HN, the only two audiences I might find

2•ycombiredd•1h ago•1 comments

Flesh Eating Bacteria Kills 5 in Louisiana

https://www.nytimes.com/2026/08/08/us/louisiana-vibrio-vulnificus-outbreak-flesh-eating-bacteria....
5•jihadjihad•1h ago•0 comments

Title 7 Disparate Impact Liability Makes Almost Everything Presumptively Illegal

https://www.nyujll.com/volume-14/title-vii-disparate-impact-liability-makes-almost-everything-pre...
7•like_any_other•1h ago•0 comments

JDK 28 EA Build 10 Now Available with JEP 401: Value Objects (Preview)

https://jdk.java.net/28/
2•birdculture•1h ago•0 comments

Open Paper – Attention Is All You Need

https://openpaper.ai/paper/share/d9b26659-0368-4d29-a9ba-680c687f1f1f
2•vednig•1h ago•0 comments

Show HN: Faaah – Filesystem as an AI Handler

https://github.com/sebastiancarlos/faaah
2•httbs•1h ago•0 comments

Depression has tripled in the last 15 years. Arthur Brooks about the cause

https://bigthink.com/series/full-interview/meaning-crisis-brooks/
19•lschueller•1h ago•20 comments

I built a client-side HEIC converter using WebAssembly

https://heictools.io
3•suolex•1h ago•0 comments

GPT-4 finished training four years ago today

https://twitter.com/gdb/status/2086092396023120286
4•nekofneko•1h ago•1 comments