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Show HN: Source code graphRAG for Java/Kotlin development based on jQAssistant

https://github.com/2015xli/jqassistant-graph-rag
1•artigent•4m ago•0 comments

Python Only Has One Real Competitor

https://mccue.dev/pages/2-6-26-python-competitor
2•dragandj•5m ago•0 comments

Tmux to Zellij (and Back)

https://www.mauriciopoppe.com/notes/tmux-to-zellij/
1•maurizzzio•6m ago•1 comments

Ask HN: How are you using specialized agents to accelerate your work?

1•otterley•7m ago•0 comments

Passing user_id through 6 services? OTel Baggage fixes this

https://signoz.io/blog/otel-baggage/
1•pranay01•8m ago•0 comments

DavMail Pop/IMAP/SMTP/Caldav/Carddav/LDAP Exchange Gateway

https://davmail.sourceforge.net/
1•todsacerdoti•8m ago•0 comments

Visual data modelling in the browser (open source)

https://github.com/sqlmodel/sqlmodel
1•Sean766•11m ago•0 comments

Show HN: Tharos – CLI to find and autofix security bugs using local LLMs

https://github.com/chinonsochikelue/tharos
1•fluantix•11m ago•0 comments

Oddly Simple GUI Programs

https://simonsafar.com/2024/win32_lights/
1•MaximilianEmel•11m ago•0 comments

The New Playbook for Leaders [pdf]

https://www.ibli.com/IBLI%20OnePagers%20The%20Plays%20Summarized.pdf
1•mooreds•12m ago•0 comments

Interactive Unboxing of J Dilla's Donuts

https://donuts20.vercel.app
1•sngahane•13m ago•0 comments

OneCourt helps blind and low-vision fans to track Super Bowl live

https://www.dezeen.com/2026/02/06/onecourt-tactile-device-super-bowl-blind-low-vision-fans/
1•gaws•15m ago•0 comments

Rudolf Vrba

https://en.wikipedia.org/wiki/Rudolf_Vrba
1•mooreds•15m ago•0 comments

Autism Incidence in Girls and Boys May Be Nearly Equal, Study Suggests

https://www.medpagetoday.com/neurology/autism/119747
1•paulpauper•16m ago•0 comments

Wellness Hotels Discovery Application

https://aurio.place/
1•cherrylinedev•17m ago•1 comments

NASA delays moon rocket launch by a month after fuel leaks during test

https://www.theguardian.com/science/2026/feb/03/nasa-delays-moon-rocket-launch-month-fuel-leaks-a...
1•mooreds•18m ago•0 comments

Sebastian Galiani on the Marginal Revolution

https://marginalrevolution.com/marginalrevolution/2026/02/sebastian-galiani-on-the-marginal-revol...
2•paulpauper•21m ago•0 comments

Ask HN: Are we at the point where software can improve itself?

1•ManuelKiessling•21m ago•1 comments

Binance Gives Trump Family's Crypto Firm a Leg Up

https://www.nytimes.com/2026/02/07/business/binance-trump-crypto.html
1•paulpauper•21m ago•0 comments

Reverse engineering Chinese 'shit-program' for absolute glory: R/ClaudeCode

https://old.reddit.com/r/ClaudeCode/comments/1qy5l0n/reverse_engineering_chinese_shitprogram_for/
1•edward•21m ago•0 comments

Indian Culture

https://indianculture.gov.in/
1•saikatsg•24m ago•0 comments

Show HN: Maravel-Framework 10.61 prevents circular dependency

https://marius-ciclistu.medium.com/maravel-framework-10-61-0-prevents-circular-dependency-cdb5d25...
1•marius-ciclistu•25m ago•0 comments

The age of a treacherous, falling dollar

https://www.economist.com/leaders/2026/02/05/the-age-of-a-treacherous-falling-dollar
2•stopbulying•25m ago•0 comments

Ask HN: AI Generated Diagrams

1•voidhorse•27m ago•0 comments

Microsoft Account bugs locked me out of Notepad – are Thin Clients ruining PCs?

https://www.windowscentral.com/microsoft/windows-11/windows-locked-me-out-of-notepad-is-the-thin-...
6•josephcsible•28m ago•1 comments

Show HN: A delightful Mac app to vibe code beautiful iOS apps

https://milq.ai/hacker-news
6•jdjuwadi•31m ago•1 comments

Show HN: Gemini Station – A local Chrome extension to organize AI chats

https://github.com/rajeshkumarblr/gemini_station
1•rajeshkumar_dev•31m ago•0 comments

Welfare states build financial markets through social policy design

https://theloop.ecpr.eu/its-not-finance-its-your-pensions/
2•kome•34m ago•0 comments

Market orientation and national homicide rates

https://onlinelibrary.wiley.com/doi/10.1111/1745-9125.70023
4•PaulHoule•35m ago•0 comments

California urges people avoid wild mushrooms after 4 deaths, 3 liver transplants

https://www.cbsnews.com/news/california-death-cap-mushrooms-poisonings-liver-transplants/
2•rolph•35m ago•0 comments
Open in hackernews

Ask HN: How are you preventing sloppy verification with AI-assisted coding?

1•rmnull•1mo ago
After the introduction of agentic code tools, the development speed has increased rapidly, but i have been struggling to keep up with the verification of these tools, since some of these things "just work"(reminds me of the old joke, "it compiles").

So i wanted to know whether this is a me problem, or others are also going through it and what your workflow for this looks like. but mostly I'm interested in the way you approach the work and the thought process behind that.

========

P.S: I'll leave the approaches i have tried before()

* always verify the work and only then approve. But this always leads me to a cognitive load and fried brain state at the end of the day. As a side effect producing poor quality work. And to resolve that i started approaching the work more slowly. This has brought down the development speed a lot but this has been good for my mental health.

* Other thing that i have been meaning to try is to get the development things done quickly, then spend another 1 or two days verifying things. This leads to continous iteration that i want and get the insights that only come after building.

* Other option i have also tried is, write tests and then refine ask it to generate code till those tests work, again the initial barrier entry becomes high, because there's so much of cases to be specified and generated and verified(this is the most reliable approach and happy path I've gotten till now that gives some sense of guarantee about whatever is built). Sometimes gain with agentic tools this initial verification has to be laid out clearly which consumes time and sometimes makes me wanna curse at AI because it misses out on somethings that i said(or i thought was clear with the spec)