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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

Enabling the next-generation trait solver on nightly

https://blog.rust-lang.org/2026/08/21/enabling-next-solver-on-nightly/
1•KolmogorovComp•4m ago•0 comments

Show HN: I built a tool for creating mock HTTP endpoints

https://www.http-response.com/
1•primalscreamer•5m ago•0 comments

Who Should Pay for Source Code Availability?

https://kristoff.it/blog/source-code-availability/
1•r3ason•5m ago•0 comments

Hidden Zillow listings created fake supply shock, raising NYC rents, lawsuit

https://arstechnica.com/tech-policy/2026/08/class-action-accuses-brokers-of-hiding-zillow-listing...
2•pseudolus•10m ago•0 comments

Z80–The 1970s Microprocessor Still Alive

https://www.computer.org/csdl/magazine/mi/2021/06/09623402/1yJTvlRLmhi
1•asdefghyk•17m ago•1 comments

Munder Difflin – Agent harness to run an office of your clones

https://munderdiffl.in/
1•simonpure•17m ago•0 comments

These animals can predict volcanic eruptions, storms and more

https://www.cbc.ca/documentaries/the-nature-of-things/these-animals-can-predict-volcanic-eruption...
1•svenfaw•19m ago•0 comments

At the moment: 472 gas-fired power plants are under development in the US

https://twitter.com/NatBullard/status/2090496193910730883
2•ksec•20m ago•0 comments

CyberStrike – open-source AI harness for offensive security (AGPL)

https://github.com/CyberStrikeus/CyberStrike
1•orhanyildirim•22m ago•0 comments

Math Academy – How Our AI Works

https://www.mathacademy.com/how-our-ai-works
1•olvy0•23m ago•0 comments

Panache: Language server, formatter, linter for Markdown, Quarto, and R Markdown

https://github.com/jolars/panache
1•fhchl•23m ago•0 comments

Saab Unveils Stealthy Supersonic 'Fighter Drone' Concept

https://www.twz.com/air/saab-unveils-stealthy-supersonic-fighter-drone-concept
1•madspindel•23m ago•0 comments

Waterloo's student rocketry team breaks a world record

https://uwaterloo.ca/news/engineering/waterloos-student-rocketry-team-breaks-world-record
2•pseudolus•33m ago•0 comments

ISRO will not make any launch vehicle, all tech to be handed to private sector

https://www.indiatoday.in/science/story/isro-will-not-make-any-launch-vehicle-all-tech-to-be-hand...
1•thunderbong•38m ago•0 comments

The hold that could not release itself

https://shitrat.ai/log/the-hold-that-could-not-release-itself
1•handfuloflight•45m ago•0 comments

Hermeus, a venture-backed defense aviation company

https://hermeus.com
1•ksec•45m ago•0 comments

MacStories is posting on Twitter again

https://mastodon.macstories.net/@viticci/117134048567780192
2•latexr•47m ago•0 comments

Homebrew 68K Machine Has a PCI Bus

https://hackaday.com/2026/08/20/homebrew-68k-machine-has-a-pci-bus/
4•birdculture•49m ago•0 comments

New chip mimics how cancer spreads

https://ecancer.org/en/news/28752-new-chip-mimics-how-cancer-spreads
1•giuliomagnifico•50m ago•0 comments

Fypbid.lol

https://fypbid.lol/
1•Teyz•51m ago•0 comments

AWS Security makes an inscrutable choice

https://www.theregister.com/security/2026/08/22/aws-security-makes-an-inscrutable-choice-corey-qu...
2•neuroelectron•55m ago•0 comments

Tech Layoffs 2026 – 170,777 Jobs Cut

https://layoffhedge.com/industry/tech-layoffs-2026
5•msolujic•58m ago•1 comments

Embedded AI

https://nostarch.com/embedded-ai
1•0x54MUR41•59m ago•0 comments

Therapy for the Vibe-Coded Brain

https://www.youtube.com/watch?v=DkhhE97Swmo
1•conferza•1h ago•0 comments

Apple lays off 200 people across Vision Pro and Siri teams

https://9to5mac.com/2026/08/21/apple-lays-off-200-people-across-vision-pro-and-siri-teams/
4•ksec•1h ago•0 comments

BDH-CQ: In-Context Learning with Recurrent Latent Reasoning

https://arxiv.org/abs/2608.09888
2•flaburgan•1h ago•0 comments

$40T Debt, 6.7% Mortgages and $5 Diesel

https://www.ft.com/content/6cb399fa-9fba-4806-98a3-9572fe319622
6•tcp_handshaker•1h ago•5 comments

A Week in the Life Of

https://profane-tmesis.info/a-week-in-the-life-of
1•riskone•1h ago•0 comments

I built roads.fyi – view and report the condition of roads near you

https://roads.fyi
1•ss1996•1h ago•1 comments

Ask HN: Is there a "knowledge base" of expert insights for Claude?

1•iosifnicolae2•1h ago•2 comments