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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

Why Apple's Lawsuit Against OpenAI over Devices Spares Jony Ive

https://www.bloomberg.com/news/newsletters/2026-07-19/why-apple-s-openai-lawsuit-doesn-t-mention-...
2•thm•3m ago•0 comments

Since 2020, public transport has been free of charge throughout Luxembourg

https://luxembourg.public.lu/en/living/mobility/public-transport.html
1•robin_reala•4m ago•0 comments

AES Gets Swizzled

https://00f.net/2026/07/16/aes-with-simd-swizzles/
1•zdw•4m ago•0 comments

When One Nanny Isn't Enough, 'CEO Parents' Hire a Whole Team

https://www.wsj.com/lifestyle/relationships/ceo-parent-nanny-assistant-teams-hiring-20d3a9c0
1•tmach32•6m ago•0 comments

Lost Apple Project

https://en.wikipedia.org/wiki/Lost_Apple_Project
3•EndXA•8m ago•0 comments

Show HN: AIMakeTattoo – Visual references and artist briefs

https://aimaketattoo.com/ai-tattoo-generator
1•warrenshi•11m ago•0 comments

Wp2shell-detect, a non-intrusive detector for the WordPress core pre-auth RCE

https://github.com/own2pwn-fr/wp2shell-detect
1•own2pwn-fr•12m ago•0 comments

Do you manage task/todo differently in this AI era?

1•khanhphd•19m ago•0 comments

One frozen Gopher API, native clients from Mac OS 9 to Android

https://debene.dev/posts/one-frozen-gopher-api/
1•fdebene•19m ago•0 comments

AI Demands More Engineering Discipline

https://charity.wtf/p/ai-demands-more-engineering-discipline
1•nishantjani10•20m ago•0 comments

Two U.S. Troops Killed in Iranian Barrage on Base in Jordan

https://www.twz.com/news-features/two-u-s-troops-killed-in-iranian-barrage-on-base-in-jordan
1•prmph•20m ago•0 comments

Moonshot AI suspends new subscriptions due to Kimi K3 demand

https://twitter.com/kimi_moonshot/status/2078855608565207130
1•serialx•23m ago•0 comments

The bottleneck for AI agents isn't the model anymore. It's the context layer

https://thenewstack.io/ai-agent-infrastructure-bottleneck/
1•Brajeshwar•28m ago•0 comments

New mandatory Gmail, your Android backup storage needs may increase

2•newsoftheday•29m ago•0 comments

Reverse Engineered the Plank Scale, Found an XOR

https://github.com/Michael-Ax64/K4-CompilingReality/blob/main/quantum/Q10-PlanckScale.md
1•michael-ax•32m ago•1 comments

JustREPL: A no-AI coding playground

https://justrepl.com
1•sharpshootersl•33m ago•1 comments

Introduction to Formal Verification with Lean Part 1

https://hashcloak.com/blog/tutorial-introduction-to-formal-verification-with-lean-(part-1)
1•badcryptobitch•35m ago•0 comments

The Derelict (2015)

https://www.damninteresting.com/the-derelict/
1•EndXA•40m ago•0 comments

I Made 11 AI Agents Do My Job. Here's What Happened

https://hackenewhome.blogspot.com/p/my-take-on-ai-vc-benchmark-bloggers.html
1•AllForAll•44m ago•0 comments

Show HN: Free, curated prompts for AI image, video and music

https://ahaprompt.app
1•weijunext•45m ago•0 comments

The neutrality project – Making the politics inside AI measurable

https://neutralityproject.org/
1•amai•47m ago•0 comments

Show HN: A self-correcting algebraic agent swarm

https://github.com/Michael-Ax64/K4-AlgebraicSwarm
2•michael-ax•48m ago•0 comments

Petals: Collaborative Inference and Fine-Tuning of Large Models

https://arxiv.org/abs/2209.01188
2•rglover•48m ago•0 comments

The Economics of LLM Profits: HyperScalers, or Labs?

https://davidmanheim.com/AI-Economics/
2•davidmanheim•50m ago•1 comments

Show HN: Bribes.fyi – Built something to report bribes

https://bribes.fyi/
2•neverenderr•54m ago•0 comments

I analyzed 30 days of traffic hitting my homelab reverse proxy

https://www.reddit.com/r/selfhosted/s/O19M2uKF8j
4•frizlab•57m ago•0 comments

Investigation reveals disguised gambling apps on the App Store Brazil

https://9to5mac.com/2026/07/17/investigation-reveals-dozens-of-disguised-gambling-apps-on-the-app...
3•thm•57m ago•0 comments

OpenShip

https://openship.io
2•jasoncartwright•57m ago•0 comments

The New Washington Temptation Inside Information and a Prediction Market Account

https://www.wsj.com/politics/policy/dc-government-prediction-market-betting-8134c3fc
2•thm•58m ago•0 comments

Getting organized: personal inventory management

https://janschutte.com/posts/getting-organized/
3•duckerduck•59m ago•0 comments