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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

Kimi K3 and GLM-5.3 are better than Gemini 3.8 Flash

1•theHocineSaad•29s ago•0 comments

TSDProxy: one Tailscale service for every labeled container

https://almeidapaulopt.github.io/tsdproxy/
1•opengrass•59s ago•0 comments

Databricks used AI to save $1mi/year in AI spend

https://www.databricks.com/blog/how-we-eliminated-1-million-year-wasted-ai-agent-spend-one-hour
1•ssgodderidge•1m ago•0 comments

Google Messages has a weird bug that's sending old texts to random people

https://www.androidauthority.com/google-messages-old-texts-bug-3704732/
1•ledoge•4m ago•0 comments

The Netherlands moves 86 tonnes of gold out of US due to 'geopolitical unrest'

https://www.dailymail.com/news/article-16099075/Netherlands-moves-gold-US-geopolitical-unrest.html
3•doener•7m ago•0 comments

ChatGPT ad targeting is garbage

https://successfulsoftware.net/2026/09/02/chatgpt-ad-targeting-is-garbage/
1•hermitcrab•7m ago•0 comments

About half of Americans say they spend too much time on their smartphone

https://www.pewresearch.org/short-reads/2026/09/01/about-half-of-americans-say-they-spend-too-muc...
1•DeepLogin•7m ago•0 comments

Why the Recent Total Eclipse Looked Unusual

https://nautil.us/why-the-recent-total-eclipse-looked-unusual-1284700
1•Brajeshwar•7m ago•0 comments

Open source Python validation suite for the WIN Paradigm

https://github.com/007STAN/WIN-PARADIGM-VALIDATION
1•007STAN•7m ago•0 comments

Black Hole Museum: A New Idea for the Los Alamos Community (2025)

https://losalamosreporter.com/2025/06/29/black-hole-museum-a-new-idea-for-the-los-alamos-community/
1•Bluestein•9m ago•1 comments

Japan Unveils New Energy Policy Package, Calls for Maximum Use of Nuclear Power

https://www.jaif.or.jp/en/news/7980
1•mpweiher•10m ago•0 comments

Facilitating AI integration with simplicity at scale

https://www.technologyreview.com/2026/09/02/1142879/facilitating-ai-integration-with-simplicity-a...
2•joozio•10m ago•0 comments

Show HN: Cmdxray – explain any shell command, offline, with a shareable card

https://aurelio-nakamura.github.io/cmdxray/
1•aurelionakamura•12m ago•0 comments

CS146S: The Modern Software Developer

https://themodernsoftware.dev/
1•mellosouls•12m ago•0 comments

Mushroom hunting with LLMs: what can go wrong?

https://quesma.com/blog/mushroom-llm-vision/
4•stared•13m ago•0 comments

The Green of Green Functions

https://physicstoday.aip.org/features/the-green-of-green-functions
1•infinet•13m ago•0 comments

Claude agents talking to each other

https://ajagara.com/en/blog/claude-agenten-reden-miteinander/
1•fcse•14m ago•0 comments

Show HN: Sleeper Agents in Robot Dogs and Kinetic Prompt Injections

https://eito.substack.com/p/kinetic-prompt-injections-and-sleeper
1•Miyamura80•16m ago•0 comments

Delidded Intel I9-14900KS CT Scan

https://www.lttlabs.com/articles/2026/09/02/delidded-intel-i9-14900ks
2•willx86•16m ago•0 comments

OpenAI's agents exploited a patched Linux bug in Hugging Face incident

https://www.zdnet.com/tech/cve-2026-53362-fraggap-linux-kernel-exploit-openai-incident/
1•CrankyBear•19m ago•0 comments

How Railroad Crossings Work

https://practical.engineering/blog/2023/12/29/how-railroad-crossings-work
2•at1as•19m ago•0 comments

Tropes – AI Writing Pattern Directory

https://tropes.fyi/
1•The_Fox•20m ago•0 comments

Milo Yiannopoulos was 'terrified' by the 'brutality' of his ICE deportation

https://www.cnn.com/2026/09/02/us/milo-yiannopoulos-terrified-ice-deportation-intl-scli
12•Tomte•20m ago•1 comments

Show HN: Kekoso – On-device dictation and transcription for macOS

https://kekoso.app/
1•a_chmerev•21m ago•0 comments

Two API Calls Exposed AI's Hidden Reasoning [video]

https://www.youtube.com/watch?v=P1v1-2CCKD0
1•edward28•21m ago•0 comments

USA Army just used a 20-kilowatt laser to take out three drones

https://es.wired.com/articulos/ee-uu-uso-un-arma-laser-depara-derribar-drones-cerca-de-mexico
1•mdp2021•21m ago•0 comments

Michael Moritz and wife Harriet Heyman are offering up to $150M transform SF

https://economictimes.indiatimes.com/news/international/global-trends/why-billionaire-michael-mor...
3•DemiGuru•22m ago•0 comments

Data Centers Are Helping Fuel a U.S. Battery Boom

https://e360.yale.edu/digest/data-centers-battery-storage
1•Brajeshwar•22m ago•0 comments

Tangle – Visual ML Pipeline Editor

https://tangleml.com/
1•duck•22m ago•0 comments

Help Test Python 3.15

https://hugovk.dev/blog/2026/help-test-python-315/
1•lumpa•23m ago•0 comments