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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

Show HN: Voight-Kampff Machine: Diagnostics of the "Is" vs. "Wish" Clash

https://zenodo.org/records/19538276
1•Weatherill•42s ago•0 comments

The exponential curve behind open source backlogs

https://armanckeser.com/writing/jellyfin-flow
1•armanckeser•1m ago•0 comments

The Usefulness of Useless Knowledge

https://timharford.com/2026/04/the-usefulness-of-useless-knowledge/
1•rpgbr•2m ago•0 comments

Absurd in Production: Durable Execution with Just Postgres

https://lucumr.pocoo.org/2026/4/4/absurd-in-production/
1•lapnito•4m ago•0 comments

The missing catalogue: why finding books in translation is still so hard

https://blogs.lse.ac.uk/impactofsocialsciences/2026/04/13/the-missing-catalogue-why-finding-books...
1•AusiasTsel•4m ago•0 comments

OpenAI Codex Telepathy feature flag: sidecar for passive screen-context memories

https://github.com/openai/codex/pull/17777/commits/da513220f971346718399012300665a93dfb8883
1•matthieu_bl•4m ago•0 comments

Ask HN: I quit my job over weaponized robots to start my own venture

2•barratia•8m ago•1 comments

Building a Real-Time Routing System for Payment Success at Cashfree Payments

https://tech.cashfree.com/building-a-real-time-routing-system-for-high-volume-payment-success-at-...
1•shritama_saha•10m ago•0 comments

Read the Friendly Manual

https://plo.fyi/blog/read-the-friendly-manual/
1•ploMP4•10m ago•0 comments

Ada Lovelace and the First Computer Algorithm

https://www.101computing.net/ada-lovelace-and-the-first-computer-algorithm/
1•birdculture•11m ago•0 comments

We Tracked Every Congressional Bill to Its Prediction Market

https://simplefunctions.dev/blog/legislation-tracker-congress-prediction-markets
1•patrickliu0077•11m ago•1 comments

China Imposes New Rules to Block Foreign Companies from 'Decoupling'

https://www.nytimes.com/2026/04/14/business/china-foreign-companies-supply-chain.html
1•thelastgallon•12m ago•0 comments

The Case Against Gameplay Loops

https://blog.joeyschutz.com/the-case-against-gameplay-loops/
1•coinfused•13m ago•0 comments

Optimizing Chained Strcmp Calls for Speed and Clarity

https://medium.com/@yair.lenga/optimizing-chained-strcmp-calls-for-speed-and-clarity-without-refa...
1•yairlenga•15m ago•1 comments

Architecture Catas – A collection of anti-patterns

https://github.com/Bellangelo/architecture-catas
3•bellangelo•15m ago•0 comments

Mastodon gets Sovereign Tech Agency funding

https://blog.joinmastodon.org/2026/04/sovereign-tech-agency-funding/
2•edent•17m ago•0 comments

Rubens Menin's 150 Years "Old" Port Wine

https://neofeed.com.br/finde/o-vinho-do-porto-very-very-old-de-rubens-menin/en/
1•Anon84•18m ago•0 comments

Computational 'time machine' shows solar and wind power on track for 2°C target

https://techxplore.com/news/2026-04-machine-solar-power-track-2c.html
1•geox•18m ago•0 comments

NimConf 2026: Dates Announced, Registrations Open

https://nim-lang.org/blog/2026/04/07/nimconf-2026.html
2•moigagoo•20m ago•0 comments

Thucydides Trap

https://en.wikipedia.org/wiki/Thucydides_Trap
1•nomilk•21m ago•0 comments

1% Vacancy, 81% Preleased: Where Midmarket Compute Deploys in 2026

1•jaynamburi•25m ago•0 comments

Ask HN: Preferred pricing model for sound effects libraries?

2•CSP_LIBRARY•33m ago•1 comments

Energy-Guard OS – A 411MB CPU-Native AI Security Gateway (4ms Latency)

https://github.com/almoizsaad/Energy-Guard-OS-Security-Benchmark
1•ALMOIZ_MOHMED•37m ago•0 comments

Why it's so hard to innovate in the email space (2014)

https://collinmathilde.medium.com/why-its-so-hard-to-innovate-in-the-e-mail-space-9874e08e3426
2•downbad_•39m ago•1 comments

PHP 8.6 Closure Optimizations

https://wiki.php.net/rfc/closure-optimizations
1•moebrowne•40m ago•1 comments

The Folly of SEO

https://yadin.com/notes/seo-folly/
1•dryadin•41m ago•0 comments

US officials underwhelmed by French far-right's plans for economy

https://www.reuters.com/world/europe/us-officials-underwhelmed-by-french-far-rights-plans-economy...
4•vrganj•42m ago•2 comments

AdVersa: Adversarially-Robust and Practical Ad and Tracker Blocking in the Wild

https://github.com/SKKU-SecLab/AdVersa
1•grac3•50m ago•1 comments

The Etymological Problem with Apples

https://dannybate.com/2026/04/08/the-etymological-problem-with-apples/
1•Anon84•54m ago•0 comments

Why My WordPress?

https://alex.kirk.at/2026/04/14/why-my-wordpress/
2•akirk•56m ago•1 comments