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Ask HN: Whats your intuition on AGI breakthrough?

2•filup•2m ago•0 comments

Ask HN: Did your non-AI research field become less fun after $$$ got involved?

1•blt•2m ago•0 comments

Claude Corps

https://www.anthropic.com/news/claude-corps
2•Mustan•3m ago•0 comments

The domain Pinboard.in has expired today

https://ph.godaddy.com/whois/results.aspx?domain=pinboard.in
1•kome•3m ago•0 comments

Running local models is good now

https://vickiboykis.com/2026/06/15/running-local-models-is-good-now/
1•sixhobbits•4m ago•0 comments

Programming Parallel Computers

https://ppc.cs.aalto.fi/
1•ibobev•5m ago•0 comments

How Does a Database Work?

https://cstack.github.io/db_tutorial/
1•ibobev•6m ago•0 comments

Tea Time Numerical Analysis

https://lqbrin.github.io/tea-time-numerical/
1•ibobev•6m ago•0 comments

SVGs and PDFs can both be interactive

https://vexlio.com/blog/svgs-and-pdfs-can-both-be-interactive/
1•birdculture•7m ago•0 comments

Fruit Is Too Sweet

https://www.theatlantic.com/culture/2026/06/fruit-sweet-sumo-cotton-candy-grape/687507/
2•gmays•7m ago•0 comments

Balkan Sworn Virgins

https://en.wikipedia.org/wiki/Balkan_sworn_virgins
1•Semaphor•7m ago•0 comments

Security Risks of Apple's AI-Built Shortcuts

https://www.kylereddoch.me/blog/describe-a-shortcut-create-a-risk-the-security-side-of-ai-built-a...
1•speckx•8m ago•0 comments

'Are We Dating the Same Guy?' Facebook dating group faces lawsuit

https://www.13newsnow.com/video/news/crime/are-we-dating-the-same-guy-facebook-dating-group-faces...
1•randycupertino•9m ago•0 comments

An Open Letter on Transparent AI Cyber Protections

https://freefable.org/
1•mlinksva•10m ago•0 comments

More Than Syntax

https://redmonk.com/rstephens/2026/06/12/more-than-syntax/
1•mooreds•11m ago•0 comments

Ask HN: Do you use any (semi) autonomous agents?

1•jamestimmins•11m ago•0 comments

Multi-board (Arduino, esp32,pi) emulator with an in-canvas AI Agent

https://velxio.dev/v3/
2•noahnathan25•12m ago•0 comments

Order of the Sinking Star demo now available for download

https://www.orderofthesinkingstar.com/en/news/article/11581638
1•robenkleene•12m ago•0 comments

Arcade just raised $60M. Here's the problem we've been building to solve

https://www.wsj.com/cio-journal/arcade-dev-raises-60-million-to-secure-ai-agents-5d07eff4
4•torresmateo•13m ago•1 comments

Show HN: Market Verdict – Validate business ideas before building them

https://marketverdict.app/demo
1•pigfox•14m ago•0 comments

Oura push­es deep­er in­to health­care ser­vices as part of new ring launch

https://endpoints.news/oura-pushes-deeper-into-healthcare-services-as-part-of-new-ring-launch/
1•bariumbitmap•14m ago•1 comments

How TimescaleDB compresses time-series data

https://roszigit.com/en/blog/timescaledb-compression-hypercore
7•lkanwoqwp•15m ago•0 comments

Costco and Safeway are getting housing built where others fail

https://www.governance.fyi/p/costco-and-safeway-are-getting-housing
2•MaysonL•16m ago•0 comments

The 5% freakout: Inside tech elites' war against the California billionaire tax

https://sfstandard.com/2026/06/13/billionaire-tax-fight-sergey-brin-chris-larsen-mike-moritz-ron-...
3•frb•16m ago•0 comments

If your product is Great, it doesn't need to be Good (2010)

http://paulbuchheit.blogspot.com/2010/02/if-your-product-is-great-it-doesnt-need.html
2•skogstokig•18m ago•0 comments

The Curious Case of Youngening Grad Students

https://www.collegetowns.org/p/the-curious-case-of-youngening-grad
1•raybb•18m ago•0 comments

EU Air travellers to enjoy free cabin luggage and keep delay compensation

https://www.euronews.com/my-europe/2026/06/15/air-travellers-to-enjoy-free-cabin-luggage-and-keep...
3•TechTechTech•19m ago•1 comments

Typst 0.15.0

https://typst.app/docs/changelog/0.15.0/
2•schu•20m ago•0 comments

Java's Project Valhalla lands a preview in JDK 28

https://www.theregister.com/devops/2026/06/15/javas-project-valhalla-finally-lands-a-preview-in-j...
2•mfiguiere•21m ago•0 comments

Dozens walk out as Google boss Pichai addresses Stanford graduates

https://www.bbc.com/news/articles/cqx10gg2r2vo
3•leopoldj•23m ago•0 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1y ago

Comments

anuragdt•1y 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•1y 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•1y 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