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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

A full offline voice agent in 1.2 GB of RAM on Android device with FunctionGemma

https://old.reddit.com/r/androiddev/comments/1v07clk/a_full_offline_voice_agent_in_12_gb_of_ram_s...
1•ipotapov•1m ago•0 comments

Design a Url Shortner

https://blog.danwald.me/design-a-url-shortner
1•danwald•4m ago•0 comments

Ask HN: USB-to-WiFi print server for old printers – do you want it?

2•ValdikSS•10m ago•0 comments

Reading Between the Dots: Decoding Hidden Computation Across Filler Tokens

https://arxiv.org/abs/2607.03502
1•user_7832•10m ago•2 comments

Linux Foundation Announces the Intent to Launch the Tokenomics Foundation

https://www.linuxfoundation.org/press/linux-foundation-announces-the-intent-to-launch-the-tokenom...
1•nlpnerd•11m ago•0 comments

Coding too fast to collaborate

https://chrisloy.dev/post/2026/07/19/coding-too-fast-to-collaborate
2•chrisloy•15m ago•0 comments

RedisME:The most user-friendly RDM in the world

https://www.hepengju.com/
1•hepengju•15m ago•0 comments

Node graphs suck for metrics and traces

https://play.mapgl.org
1•vaduga•20m ago•1 comments

Dumber Mini: A Nokia-Style Phone with WhatsApp and Maps

https://dumbermini.com/
2•thunderbong•21m ago•0 comments

Trump, not Iran, is the greatest danger

https://www.theguardian.com/commentisfree/2026/jul/18/donald-trump-iran-world-danger-bombing-us
3•0x54MUR41•22m ago•0 comments

Show HN: AI mock interview tool that scores your answers – free, no signup

https://interviewpracticeai.com
1•BenGallagh•25m ago•0 comments

An Interesting Number (2005)

https://www.cut-the-knot.org/blue/InterestingStory.shtml
1•wolfi1•26m ago•0 comments

South Korea wants the port of Busan to become a hub for polar shipping

https://asia.nikkei.com/spotlight/policy-asia/south-korea-s-lee-seeks-arctic-lift-for-country-s-s...
2•cromka•26m ago•0 comments

Qwen 3.8 Max Preview

https://www.qwencloud.com/pricing/token-plan
2•lebovic•26m ago•1 comments

Valve say there's no end in sight to the memory crisis, prices going to increase

https://www.pcgamer.com/hardware/steam-machines/valve-says-theres-no-end-in-sight-to-the-memory-c...
2•haunter•27m ago•0 comments

Qwen 3.8 with 2.4T parameters, available on Alibaba Token plan

https://twitter.com/Alibaba_Qwen/status/2078754377473601787
3•theanonymousone•28m ago•1 comments

Facebook Is Down

https://www.facebook.com/
3•eric_khun•31m ago•5 comments

Show HN: Shikigami, run AI coding agents in parallel, each in a Git worktree

https://shikigami.dev/
1•igor_nast•34m ago•0 comments

Half a Second – a book about the XZ backdoor

https://www.half-second.com/
1•zvr•35m ago•0 comments

Moon Phase Clock – Realistic, Full Screen

https://medium.com/@thesuperrepemail/moon-phase-clock-with-full-screen-mode-1a1e230fa710
2•mssblogs•36m ago•0 comments

Boys' ADHD symptoms linked to addictive social media use in new study

https://www.msn.com/en-us/health/other/boys-adhd-symptoms-linked-to-addictive-social-media-use-in...
4•jnord•36m ago•0 comments

Qwen3.8 is launching and going open-weight soon

https://twitter.com/Alibaba_Qwen/status/2078759124914098291
63•nh43215rgb•38m ago•22 comments

More emulation goodness, an Intel Itanium (IA-64) emulator that boots Windows

https://raymii.org/s/blog/Intel_Itanium_IA-64-Emulator_that_boots_Windows.html
1•jandeboevrie•45m ago•0 comments

Victora proposes new laws to target big tech and online trolls

https://www.abc.net.au/news/2026-07-19/victoria-social-media-big-tech-laws/106932668
2•aragilar•48m ago•0 comments

Anthropic runs large-scale code migrations with Claude Code

https://claude.com/blog/ai-code-migration
2•vinhnx•52m ago•0 comments

Ask HN: Is anyone else facing login issues on Facebook?

3•wasi0013•53m ago•3 comments

Protester calls out Amazon CTO for allowing Israel to use their AI towards Gaza

https://www.reddit.com/r/chaoticgood/s/4Pla2e38AV
4•trymas•54m ago•0 comments

Where I erred in my original post about Kimi and my views on open-weight AI

https://twitter.com/deanwball/status/2078619513575137330
3•tosh•54m ago•1 comments

When China's open-source AI is a trap

https://www.economist.com/international/2026/07/14/when-chinas-open-source-ai-is-a-trap
4•chvid•56m ago•2 comments

LG Monitors Caught Installing Adware and App with Access to All System Resources

https://www.privacyguides.org/news/2026/07/17/lg-monitors-caught-installing-adware-and-app-with-a...
3•taubek•57m ago•0 comments