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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

Botfiles: Dotfiles-esque setup for Managing Agents

https://twitter.com/curious_queue/status/2049660997993152855
1•sourya4•1m ago•1 comments

Zwift buys Rouvy in shake-up of indoor cycling

https://www.bikeradar.com/news/zwift-buys-rouvy-in-massive-shake-up-of-indoor-cycling
1•obilgic•5m ago•0 comments

Claude.ai and API Unavailable

https://status.claude.com/incidents/2gf1jpyty350
25•rob•6m ago•8 comments

Claude.ai Down Again?

4•zh_code•6m ago•6 comments

45% of Hostile Bot Traffic Passes Your WAF. Here's Why

https://botconduct.org/waf-baypass-45-percent/
1•botconduct•7m ago•0 comments

AirDrop is coming to more Android phones, and I'm here for it

https://9to5mac.com/2026/04/29/airdrop-is-now-widely-available-on-android-phones-and-im-here-for-it/
2•omer_k•14m ago•0 comments

Show HN: Serra – A Magic: The Gathering life counter using DRM/KMS

https://git.sr.ht/~cmt/serra
1•nan60•16m ago•0 comments

Qualcomm, Apple, and Nuvia alumni form CPU startup – Nuvacore

https://www.tomshardware.com/pc-components/cpus/legendary-qualcomm-apple-and-nuvia-alumni-form-ne...
1•gnabgib•16m ago•0 comments

Show HN: SigMap – 81.1% retrieval hit 5, 96.9% token reduce,zero deps

https://github.com/manojmallick/sigmap
1•manoj079•24m ago•0 comments

Gen Z is outsourcing hard conversations to AI. Why it matters

https://www.rnz.co.nz/life/relationships/gen-z-is-outsourcing-hard-conversations-to-ai-why-it-mat...
3•billybuckwheat•25m ago•0 comments

Joby Kicks Off NYC Electric Air Taxi Demos with Historic JFK Flight

https://www.flyingmag.com/joby-nyc-electric-air-taxi-jfk-airport/
2•Jblx2•25m ago•0 comments

Dex Raised $5.3M to Hire Your AI Engineers Without the LinkedIn Parade

https://www.siliconsnark.com/dex-raised-5-3m-to-hire-your-ai-engineers-without-the-linkedin-parade/
1•SaaSasaurus•27m ago•1 comments

Mike: open-source legal AI

https://mikeoss.com/
2•noleary•31m ago•0 comments

Google to sell TPU chips to 'select' customers in latest shot at Nvidia

https://finance.yahoo.com/markets/stocks/article/google-to-sell-tpu-chips-to-select-customers-in-...
2•wslh•34m ago•0 comments

100k-Year Problem

https://en.wikipedia.org/wiki/100,000-year_problem
1•red369•35m ago•0 comments

China pushes EU capitals to scrap 'Made in Europe' law or face retaliation

https://www.euronews.com/my-europe/2026/04/29/china-pushes-eu-capitals-to-scrap-made-in-europe-la...
5•ericmay•37m ago•0 comments

Integer Overflow Checking Cost

https://danluu.com/integer-overflow/
1•iwsk•38m ago•1 comments

Meta Shares Plunge as AI Investments Raise Spending Outlook [video]

https://www.youtube.com/watch?v=4z5OA-NFtgQ
1•mgh2•39m ago•0 comments

Sophie Germain and Prime Numbers – James Maynard (Oxford Mathematics) [video]

https://www.youtube.com/watch?v=yq4zHsdOy54
1•vismit2000•40m ago•0 comments

Efficient Video Intelligence in 2026

https://v-chandra.github.io/efficient-video-intelligence/
1•gmays•43m ago•0 comments

Digital Nomads: In Somaliland where 95% of the country has internet (2020)

https://techcabal.com/2020/03/20/digital-nomads-somaliland/
3•warbaker•46m ago•0 comments

LLMs are the worlds most powerful autocomplete

https://alfredvc.no/blog/intro-what-is-an-llm
1•alfredvc•46m ago•0 comments

Your Rust Clippy Config Should Be Stricter

https://emschwartz.me/your-clippy-config-should-be-stricter/
1•emschwartz•47m ago•0 comments

Software Developers Are Replacing Software Engineers

https://newsletter.productdriven.com/p/software-developers-are-replacing
2•spo81rty•47m ago•0 comments

Anthropic could raise a new $50B round at a valuation of $900B

https://techcrunch.com/2026/04/29/sources-anthropic-could-raise-a-new-50b-round-at-a-valuation-of...
2•ZeidJ•48m ago•0 comments

A.I. Bots Told Scientists How to Make Biological Weapons

https://www.nytimes.com/2026/04/29/us/ai-chatbots-biological-weapons.html
1•wslh•48m ago•2 comments

The crystals that wiped out an HIV medication, almost overnight [video]

https://www.youtube.com/watch?v=ksn5yrsC3Wg
2•FridayoLeary•50m ago•0 comments

Chloe vs. History: AI influencers are here.

https://www.youtube.com/channel/UCZB1r1In9RfE7tpVrYgcjLQ
2•WheelsAtLarge•54m ago•1 comments

Transcomputational Problem

https://en.wikipedia.org/wiki/Transcomputational_problem
1•jonbaer•54m ago•0 comments

Naval Ravikant: Apple is dead, SaaS is next, you have 18 months

https://twitter.com/mustufa4socials/status/2049518414377480218
5•jbredeche•56m ago•1 comments