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Digital products and services are getting worse – but the trend can be reversed

https://www.forbrukerradet.no/news-in-english/digital-products-and-services-are-getting-worse-but...
1•susam•2m ago•0 comments

Should you care about "Good Code" in 2026?

https://blog.dmilicic.com/posts/what-is-good-code-in-2026
1•dmilicic•2m ago•1 comments

Building Jarvis – Parallel Tool-Calling Voice Agent Layer on Top of OpenClaw

https://justaniceguy.ai/posts/001-building-jarvis
1•marliechorgan•2m ago•0 comments

Django ORM Standalone⁽¹⁾: Querying an existing database

https://www.paulox.net/2026/02/20/django-orm-standalone-database-inspectdb-query/
1•pauloxnet•3m ago•0 comments

Ask HN: I found a XSS exploit on a big platform provider they don't seem to care

1•rbbydotdev•3m ago•0 comments

Show HN: Ccnotifs – macOS Claude Code Terminal Notifications (Tmux Friendly)

https://github.com/polyphilz/ccnotifs
1•polyphilz•3m ago•0 comments

Show HN: A simple dark mode Hacker News reader client built with Htmx and Go

https://news.wingman.actor
1•ChaseRensberger•4m ago•0 comments

What Even Are Breeze, QtQuick, QtWidget, Union..?

https://akselmo.dev/posts/what-are-breeze-widgets-quick-union/
1•todsacerdoti•4m ago•0 comments

Don't blame AI for your job woes

https://www.economist.com/finance-and-economics/2025/11/06/dont-blame-ai-for-your-job-woes
1•paulpauper•5m ago•0 comments

Greg Knauss Is Losing Himself

https://shapeof.com/archives/2026/2/greg_knauss_is_losing_himself.html
1•wallflower•5m ago•0 comments

Neutrino – Single-file, polyglot cross-platform webview launcher

https://github.com/alganet/neutrino
1•gaigalas•6m ago•1 comments

Stop Meeting Students Where They Are

https://www.theatlantic.com/ideas/2026/02/youth-reading-books-professors/685825/
1•paulpauper•7m ago•0 comments

Widespread cheating on university essays is an 'open secret'

https://www.thetimes.com/uk/education/article/widespread-cheating-university-essays-open-secret-d...
1•paulpauper•8m ago•0 comments

The Coming AI Cataclysm

https://www.compactmag.com/article/the-coming-ai-cataclysm/
2•andsoitis•8m ago•1 comments

MKdocs Version 2

https://github.com/mkdocs/mkdocs/discussions/4077
1•BerislavLopac•9m ago•0 comments

How the Psychedelic Drug Ibogaine Changed Me Forever

https://www.nytimes.com/2026/03/01/magazine/ibogaine-psychedelic-treatment-trauma-mental-health.html
1•WarOnPrivacy•11m ago•1 comments

US Military reportedly used Claude in Iran strikes despite Trump's ban

https://www.theguardian.com/technology/2026/mar/01/claude-anthropic-iran-strikes-us-military
3•enceladus06•12m ago•1 comments

The Long Afterlife of the Console Modchip

https://hackaday.com/2026/03/01/the-long-afterlife-of-the-console-modchip/
2•umairnadeem123•13m ago•0 comments

Show HN: Boucle – A self-dogfooding autonomous AI agent framework in Rus

https://github.com/Bande-a-Bonnot/Boucle-framework
1•ElFitz•13m ago•0 comments

An audio modem in 5 lines of Awk

https://pagedout.institute/webview.php?issue=8&page=24&article=An+AWKward+Modem
2•beefburger•15m ago•0 comments

Be the Village Rome Can't Read

https://abiawomosu.substack.com/p/be-the-village-rome-cant-read
1•laurex•17m ago•0 comments

To launch an online business in 2026 you needed

https://www.demeria.app
1•portudov•17m ago•1 comments

How to enforce contracts in API development?

1•arter45•19m ago•0 comments

The Claw – The First AI-Powered Digital Media Publication

https://theclawnews.ai/
1•ulrischa•19m ago•0 comments

How to Run a Small Social Network Site for Your Friends

https://runyourown.social/
3•TigerUniversity•20m ago•0 comments

Show HN: Fail-closed execution guard for AI agents (Python, pip installable)

https://github.com/Nick-heo-eg/ai-execution-boundary-core
1•echo_os•20m ago•0 comments

DealMaker Uses Morning Brew and Robinhood to Lure Retail Investors

https://hntrbrk.com/shark-tank/
1•amadeuspagel•21m ago•0 comments

A cellular atlas of aging comes into focus

https://longevity.technology/news/a-cellular-atlas-of-aging-comes-into-focus/
1•Bender•22m ago•0 comments

P3: Reputation-based lending with developer API

https://developers.p3lending.space/
1•p3lending•22m ago•1 comments

Supabase Blocked in India: random proxies are on market

https://harshanu.space/en/tech/dumb-vibe-coders/
1•anxiousvater•22m ago•0 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo ago
Generating tests is good, but how to handle the updating tests? Also how will you handle the flakiness and side effects of AI models?
siddhant_mohan•9mo ago
We handles flakiness with retries, smart waits, and isolation, while side effects are avoided using clean setups, teardowns, and state-safe mocks. Each tests scenarios are independent of each other and can be configured in a way to have prerequisite to setup the system and the post callback to cleanup the system

About updating test scenarios, we map it with your github commits and when a new commits come, we use the diff to figure out if tests failing are because of a bug or because of a new feature.

kshitijzeoauto•9mo ago
It claims to plug into your CI pipeline, detect what changed, and generate relevant test cases using LLMs.

As someone who’s struggled with stale or missing tests—especially in fast-moving codebases—I find this idea quite compelling. But I’m also curious about how it handles:

Contextual understanding across large codebases (e.g., multiple modules touched in a PR) Avoiding flaky or non-deterministic tests Matching team-specific coding styles or conventions