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Show HN: Keep all microservices consistent and make batch changes

https://infraas.ai
1•danielbedrood•58s ago•0 comments

Ask HN: Any suggestions for finding beta users?

1•lyfeninja•1m ago•0 comments

Google will make you wave at your computer to check you are real

https://www.the-independent.com/tech/google-captcha-bot-real-check-hand-wave-b3000419.html
1•anjel•2m ago•0 comments

Show HN: BitVanes – A zero-trust RAG pipeline engine in Rust, WASM, and Arrow

https://www.bitvanes.com/
1•kodr_pro•3m ago•0 comments

Zlib-rs in Firefox and working around an Intel bug

https://trifectatech.org/blog/zlib-rs-in-firefox/
1•goranmoomin•6m ago•0 comments

Show HN: Our indie game trailer is featured on IGN's GameTrailers Wow [video]

https://www.youtube.com/watch?v=2icjqzuObOc
2•hollowlimb•6m ago•0 comments

Demystifying StartupWMClass

https://thoughts.greyh.at/posts/startup-wm-class/
1•zquestz•7m ago•1 comments

Hospitals switched to pen and paper to defeat a national cyber-attack

https://www.bbc.com/news/articles/c4gyk756mzlo
5•devonnull•10m ago•0 comments

Meta Pauses Employee-Tracking Program Following Internal Data Leak

https://www.wired.com/story/meta-pauses-employee-tracking-program-following-internal-security-bre...
5•1vuio0pswjnm7•12m ago•0 comments

Fox wants to take over your TV and the tech inside it

https://www.theverge.com/streaming/950116/fox-roku-takeover
1•1vuio0pswjnm7•16m ago•0 comments

Britain's power prices hit historic summer high

https://www.axle.energy/blog/a-summer-peak-in-a-winter-peaking-grid
2•archydeb•20m ago•0 comments

'The Worst It's Ever Been': Why Meta's AI Reorg Backfired Spectacularly

https://www.inc.com/jessica-stillman/the-worst-its-ever-been-why-metas-massive-ai-reorg-backfired...
6•1vuio0pswjnm7•20m ago•0 comments

We built telecom infrastructure for AI agents in emerging markets

https://krosai.com/
2•theamazinceo•20m ago•0 comments

Why Software Requirements Get Easier in an AI Economy

https://stng.substack.com/p/why-software-requirements-get-easier
2•matt_d•25m ago•0 comments

Show HN: Y – A malleable coding-agent desktop app built with Electron

https://github.com/y-times-y/y
3•HetPatel106•25m ago•1 comments

Get hired faster with data and AI tools to autofill and track

https://www.froghire.ai/
1•Rahul_Ubale•26m ago•0 comments

CISA now has full Mythos Preview access

https://www.nextgov.com/cybersecurity/2026/06/cisa-now-has-full-mythos-preview-access-people-fami...
2•Jimmc414•27m ago•0 comments

A free gift registry where the owner never sees who claimed what

https://giftgiving.fun/
1•dmcgahan•28m ago•0 comments

A Rust macros use case: Tightly-coupled API definitions for a client and server

https://adenalhardan.com/#rust-macros-client-server
1•adenalhardan•30m ago•0 comments

Show HN: Cruit.dev – Get hired at a startup based on your coding agent skills

https://cruit.dev
1•nwang783•31m ago•0 comments

Cheyenne OK's Microsoft Annexation, Rejects $50M Community Benefits Deal

https://cowboystatedaily.com/2026/06/23/cheyenne-oks-huge-microsoft-annexation-rejects-50m-commun...
2•andrekandre•32m ago•0 comments

Show HN: An eligibility agent focused on claims denials

https://www.substrateai.com/blog/introducing-the-substrate-eligibility-agent
1•kunle•33m ago•0 comments

Stop asking AI if your startup idea is good

https://www.idea-launch.io/learn/ai-idea-validator-vs-real-demand-signals
1•apsquared•34m ago•2 comments

Measuring Search Ranking Quality with LLM Judged NDCG

https://corvi.careers/blog/search-eval-llm-judges-ndcg/
2•sp1982•36m ago•0 comments

Americans Got Tricked into Using a Bank That Isn't a Bank [video]

https://www.youtube.com/watch?v=hiE7NvONU5U
1•mgh2•38m ago•1 comments

The Internet Isn't in the Cloud.It's on the Ocean Floor

https://axisbrief.substack.com/p/the-internet-isnt-in-the-cloud-its
2•Axis_Brief•40m ago•0 comments

Eruda – JavaScript Console

https://eruda.liriliri.io/docs/
1•razodactyl•43m ago•0 comments

FEXPRs vs. vtable: how LispE interpreter works

https://github.com/naver/lispe/wiki/2.7-FEXPR-vs.-vtable
2•birdculture•43m ago•0 comments

Prairieland Defendants Sentenced Today to Prison Terms Ranging from 30-100 Years

https://prairielanddefendants.com/press-release/eight-federal-prairieland-defendants-sentenced-to...
23•panic•47m ago•3 comments

Throwing My Roku in the Trash

https://www.coryd.dev/posts/2026/throwing-my-roku-in-the-trash
4•cdrnsf•47m ago•1 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