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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

WTF: UK Police Tell Citizens to Run, Hide, and Hope [video]

https://www.youtube.com/watch?v=FPbdJDIPt8o
1•dp-hackernews•19s ago•0 comments

Exotic phenomena in dimension 4 [video]

https://www.youtube.com/watch?v=BXwALAkPubc
1•_doctor_love•45s ago•0 comments

What's the deal with all the random weekly quota resets for agents lately?

https://minimaxir.com/2026/07/agent-quota-reset/
2•minimaxir•46s ago•0 comments

Show HN: Glitch Radio

https://glitch-radio.alephvoid.com/
1•bootbloopers•1m ago•0 comments

Synology back to requiring first-party drives

https://honeypot.net/2026/07/18/synology-just-released-dsm-highlighting.html
1•kstrauser•2m ago•1 comments

Show HN: Let Claude Code iterate on front end designs

https://github.com/puffinsoft/peek-cli
1•G3819•4m ago•0 comments

First X-rays of humans taken in space

https://www.scientificamerican.com/article/see-the-first-x-rays-of-humans-taken-in-space/
1•bookofjoe•4m ago•1 comments

JustinGamer191/Holo - turn your desk into a MacBook touch pad

https://github.com/JustinGamer191/Holo
1•rcarmo•10m ago•0 comments

Ask HN: What percentage do images take up in your computer?

1•yhjc2692•11m ago•0 comments

AI Karma Tracker

https://ai-karma-tracker.github.io/
4•javatuts•13m ago•0 comments

The Terminus

https://tedium.co/2026/07/17/terminus-road-ending-history/
2•Brajeshwar•15m ago•0 comments

A better bitset for enum flags

https://www.elbeno.com/blog/?p=1836
1•jandeboevrie•16m ago•0 comments

Torvalds challenged the haters to fork Linux. Someone said 'hold my beer'

https://www.theregister.com/os-platforms/2026/07/17/torvalds-challenged-the-haters-to-fork-linux-...
1•rbanffy•17m ago•0 comments

Show HN: Chrdmp – Decrypt Chrome profile data offline using the keyring secret

https://github.com/asaix/chrdmp
1•asaix•18m ago•0 comments

Amiga Freeware Archive

https://old.reddit.com/r/amiga/comments/1uzs4g9/amiga_freeware_archive/
1•doener•19m ago•0 comments

How Predictable Are Laws? – By Brian Potter

https://www.construction-physics.com/p/how-predictable-are-laws
1•rbanffy•19m ago•0 comments

Zaman – Comptime lifetime annotations for Zig

https://github.com/MahdiGMK/zaman
1•hkalbasi•19m ago•0 comments

New Code Editor – Tine

https://github.com/travisdoor/tine
1•travismd•21m ago•0 comments

Sticky Notes on steroids hits your Storyboard and productivity explodes

https://www.taskloco.com/
1•taskloco_nyc•24m ago•1 comments

Rcarmo/memento: a cross-agent memory system

https://github.com/rcarmo/memento
1•rcarmo•26m ago•0 comments

Do you know your default shape?

https://usefulfictions.substack.com/p/do-you-know-your-default-shape
1•eatitraw•27m ago•0 comments

Animals Were Righties Long Before Hands Even Evolved

https://www.nytimes.com/2026/07/09/science/fossils-earliest-handedness-righties.html
2•gmays•31m ago•0 comments

Costco Gas Pumps Are So Popular the Retailer Is Building Stand-Alone Stations

https://www.wsj.com/business/retail/costco-gas-pumps-are-so-popular-the-retailer-is-building-stan...
2•bookofjoe•33m ago•1 comments

The M5Stack Tab5

https://taoofmac.com/space/reviews/2026/07/18/1920
2•rcarmo•34m ago•0 comments

White House cybersecurity clearinghouse to patch software flaws by AI

https://www.politico.com/news/2026/07/14/white-house-launches-gold-eagle-cybersecurity-clearingho...
2•megamike•34m ago•0 comments

Shared Memory Scales Faster Than Agents

https://wolbarg.com/blog/shared-memory-scales-faster-than-agents
1•atharvmunde•34m ago•0 comments

The first industrial operations benchmark for agents

https://solarbench.maingen.ai/
2•phillipyan•37m ago•0 comments

The software engineering lesson I wish I'd learned much earlier [video]

https://www.youtube.com/watch?v=I1Iw5yKmR5U
1•phenrys•39m ago•0 comments

The $110/month self-improving pipeline

https://andywidjaja.com/blog/110-pipeline
1•gmays•41m ago•0 comments

The Internet is completely unusuable when petty content is promoted

1•VitaSetLLC•42m ago•0 comments