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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

Show HN: Cadence – Small marker tracking for source files

https://github.com/skorotkiewicz/cadence
1•modinfo•10m ago•0 comments

Toshifumi Suzuki, 7-Eleven Japan founder, has died

https://www.cnn.com/2026/05/25/asia/711-japan-founder-dies-intl-hnk
1•NaOH•12m ago•0 comments

Show HN: YieldOS-Lite – A simulator for LLM inference control-plane governance

https://github.com/nikitph/yieldos
1•loaderchips•14m ago•0 comments

QG: A speculative protocol treating presence and attention as value primitives

https://github.com/Mureskae/QG
1•Mureskae•16m ago•0 comments

My AI coding flow was burning tokens to do things code should do

https://geerttheys.substack.com/p/i-agent-deterministic-coding-flow
1•toadi•26m ago•1 comments

Hosting My Own Newsletter

https://endler.dev/2026/newsletter-setup/
1•yakkomajuri•26m ago•0 comments

Ask HN: Encouraging a child's gaming PC build despite fear of gaming addiction?

1•marttt•37m ago•1 comments

Over $5M in donations flowed in after the Lapu-Lapu Day attack. Where it went

https://www.cbc.ca/news/canada/lapu-lapu-donations-analysis-9.7207684
1•wolpoli•44m ago•0 comments

Huawei Unveils Tau (τ) Scaling Law for Transistor and System Breakthroughs

https://www.huawei.com/en/news/2026/5/ieee-iscas-tau-scaling
1•CalmStorm•45m ago•0 comments

Mecha Comet is an open-source hardware, modular Linux handheld computer

https://www.cnx-software.com/2026/01/25/mecha-comet-is-an-open-source-hardware-modular-linux-hand...
1•walterbell•47m ago•0 comments

Companies Are Just a Graph of Algorithms

https://danielmiessler.com/blog/companies-graph-of-algorithms
5•samuel246•48m ago•0 comments

CanYouCalculate

https://canyoucalculate.com
1•sauhard121•51m ago•0 comments

Porting Ytdlp to Bun (Ytdlb)

https://yamada-blog.pages.dev/blog/0007/
1•curliness•52m ago•0 comments

Software supply-chain attacks are no longer rare events

https://www.wired.com/story/teampcp-software-supply-chain-attack-spree-github/
2•latentframe•52m ago•1 comments

What is Git made of? (2022)

https://zserge.com/posts/git/
1•vinhnx•54m ago•0 comments

RLS sounds great until it isn't

https://planetscale.com/blog/rls-sounds-great-until-it-isntp
1•eigenBasis•54m ago•0 comments

Jira Is Turing-Complete

https://seriot.ch/computation/jira.html
2•vinhnx•54m ago•0 comments

Show HN: Live AI music sequencing agent

https://pretzel.shukant.com/?nickname=Anonymous&role=stage
1•shukantpal•56m ago•0 comments

A Cattle Ranch Is Doing What Ivy League Colleges Can't

https://www.nytimes.com/2026/05/20/opinion/deep-springs-college-ivy-league-education.html
1•gmays•57m ago•0 comments

The Eternal Sloptember

https://geohot.github.io//blog/jekyll/update/2026/05/24/the-eternal-sloptember.html
67•razin•1h ago•18 comments

My friend found idle NAT gateways his team said didn't exist

https://getnable.com/
1•chaandannn•1h ago•1 comments

AI Interpretability Is a Revolutionary Skill

https://www.outcryai.com/research/the-dark-between-the-stars
1•micahwhite•1h ago•1 comments

High-efficiency multi-scale holographic volumetric 3Dprinting with a phase light

https://www.nature.com/articles/s41377-026-02331-4
2•anikoghosyan•1h ago•0 comments

PaaS Platfrom to Deploy Apps

https://nept.cloud
1•nazmussamir•1h ago•0 comments

Command A+: Making sovereign agentic capabilities available to all

https://cohere.com/blog/command-a-plus
1•offbyone42•1h ago•0 comments

Splinter Cell veteran says realistic modern lighting has screwed up stealth game

https://www.rockpapershotgun.com/splinter-cell-veteran-says-realistic-modern-lighting-has-screwed...
4•Tomte•1h ago•0 comments

Weight loss drugs could save airlines money on fuel as Americans slim down

https://www.cbsnews.com/news/weight-loss-drugs-glp1s-airlines-fuel-costs/
1•mattas•1h ago•2 comments

Everlane Finalizes Sale to Shein

https://www.nytimes.com/2026/05/22/style/shein-everlane-fast-fashion-sustainability.html
1•lxm•1h ago•0 comments

Robotaxis Aren't as Autonomous as They Seem

https://junkoyoshidaparis.substack.com/p/robotaxis-arent-as-autonomous-as
2•mattas•1h ago•0 comments

Kids are Graduating Without Being Able to Read [video][34 mins]

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