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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

Vietnam veterans mark 60 years since the Battle of Long Tan

https://www.abc.net.au/news/2026-08-18/marking-60-years-since-the-vietnam-war-battle-of-long-tan/...
1•asdefghyk•2m ago•1 comments

Daily Reminder to Not Listen to Google's AI Overview

https://whatever.scalzi.com/2026/08/19/daily-reminder-to-not-listen-to-googles-ai-overview/
2•speckx•3m ago•0 comments

"Sike" vs. "Psych"

https://www.reddit.com/r/grammar/comments/hm3xpq/sike_vs_psych/
1•mooreds•4m ago•0 comments

Ramp Launches a Model Router

https://router.com
2•zackfield•4m ago•0 comments

Show HN: LLM-as-a-Verifier Plugin for DeepSeek Harness

https://github.com/uson1x/dsh-plugin-llm-verifier
1•gazebushka•5m ago•0 comments

SpaceX Attempted to Acquire AI Coding Startup Cognition

https://www.bloomberg.com/news/articles/2026-08-19/spacex-attempted-to-acquire-ai-coding-startup-...
2•forthwall•5m ago•0 comments

The Case for Chilling Out About Birth Rates

https://www.theatlantic.com/ideas/2026/08/birth-rate-panic-overblown/688320/
2•paulpauper•9m ago•0 comments

The Home Slopping Network

https://www.theatlantic.com/technology/2026/08/fairground-ai-roku-channel/688318/
1•paulpauper•9m ago•0 comments

Reproducible, AI-driven large scale changes

https://jeanbza.github.io/ai/infrastructure/2026/08/08/ai-det-stoch.html
1•jeanbza•9m ago•0 comments

Declining Occupations and Career Outcomes in the United States

https://www.nber.org/papers/w35614
1•paulpauper•9m ago•0 comments

Why Saudi Arabia's Neom Megacity Failed

https://www.wsj.com/world/middle-east/how-saudi-arabias-neom-megacity-dream-collapsed-67bd4df4
2•neom•10m ago•0 comments

The Animator Who Inspired Cartoon Network

https://animationobsessive.substack.com/p/the-animator-who-inspired-cartoon
1•bookofjoe•10m ago•0 comments

Roblox to face external audits to prove it's safe for Australian children

https://www.abc.net.au/news/2026-08-20/roblox-esafety-court-enforceable-undertaking/107056294
2•asdefghyk•11m ago•0 comments

Show HN: Notula – where humans edit the Markdown your AI agents read

https://notula.org/
1•anetrebskii•11m ago•0 comments

Prefill and Decode Want Different Computers

https://hiraditya.github.io/posts/prefill-and-decode-want-different-computers/
1•speckx•13m ago•0 comments

Show HN: TurnLeft – a one-button stock car racing game in the browser

https://turnleft.app
2•dberube•13m ago•3 comments

Growing pains: An update on the ListenBrainz service status

https://blog.metabrainz.org/2026/08/19/growing-pains-an-update-on-the-listenbrainz-service-status/
2•rhabarba•16m ago•0 comments

Show HN: Invoicing and Tax for UK Tradespeople

https://tradetally.co.uk
1•wowinter15•16m ago•0 comments

X's algorithm feeds off ragebait and impacts Democrats more, study finds

https://www.404media.co/xs-algorithm-feeds-off-ragebait-and-impacts-democrats-more-study-finds/
11•madihaa•16m ago•2 comments

Would you eat fish raised in wastewater ponds?

https://reasonstobecheerful.world/east-kolkata-wetlands/
1•heavybiscotti•17m ago•0 comments

Internal memo: Eight execs out at Expedia Group in AI-driven shakeup

https://www.geekwire.com/2026/internal-memo-eight-execs-out-at-expedia-group-in-ai-driven-shakeup/
2•NewGoblin•19m ago•0 comments

You Underestimate How Much People Want to Hear from You

https://julienreszka.com/blog/you-underestimate-how-much-people-want-to-hear-from-you/
2•julienreszka•22m ago•0 comments

Australia secures court-enforceable child safety undertaking from Roblox

https://www.reuters.com/legal/government/australia-secures-court-enforceable-child-safety-underta...
1•tartoran•23m ago•0 comments

Unlocking a locked/deactivated e-waste Cricut Maker

https://sprocketfox.io/xssfox/2026/07/01/cricut-unlock/
2•1e1a•24m ago•0 comments

Debugging Postgres Performance Under Row-Level Security

https://engineering.myhoai.com/posts/debugging-postgres-performance-under-row-level-security/
1•zhixuan•24m ago•0 comments

Mark Zuckerberg's AI Manifesto Shows How Little the AI Future Offers

https://illegal.solutions/posts/meta_future
6•totallygeeky•25m ago•2 comments

Help port Thorium Reader to mobile to fight freemium accessibility

https://github.com/edrlab/thorium-reader
1•mous_tik•27m ago•0 comments

Home batteries are suddenly cheap and everywhere. Here's why

https://techcrunch.com/2026/08/19/home-batteries-are-suddenly-cheap-and-everywhere-heres-why/
5•toomuchtodo•28m ago•0 comments

Google Phishing Quiz

https://phishingquiz.withgoogle.com/
2•saikatsg•29m ago•0 comments

Democrats Lost Men

https://www.thefp.com/p/how-democrats-lost-men
1•makerdiety•31m ago•0 comments