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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 Your AI Agents Should Stop Speaking English

https://thenewassociationwebmasters.blogspot.com/2026/06/the-language-trap-reset-base-margin-0.html
1•odilelof•25s ago•0 comments

Free Granola Alternate

https://pitara.ai/login?next=%252F
1•chayanvinayak•42s ago•0 comments

.garden TLD's change to a bad neighborhood

https://discourse.ifin.network/t/garden-tlds-change-to-a-bad-neighborhood/627
1•speckx•1m ago•0 comments

Microsoft launches WSL Containers in public preview

https://www.neowin.net/news/microsoft-finally-launches-wsl-containers-in-public-preview/
1•bundie•3m ago•0 comments

Launch 30 Companies in May (update)

https://toddmerrill.substack.com/p/what-27-ventures-in-30-days-actually
1•dudemanAtl•5m ago•1 comments

Notion shutting down its AI-powered email client, including Mac and iOS apps

https://9to5mac.com/2026/06/25/notion-shutting-down-its-ai-powered-email-client-including-mac-and...
1•frizlab•5m ago•0 comments

Don't Provoke Russia

https://www.youtube.com/watch?v=X2ntp0r9oIk
1•frag•6m ago•0 comments

Inferring Living Standards from the Value of a Statistical Life

https://www.nber.org/papers/w35382
1•paulpauper•6m ago•0 comments

Feds Tracked Down an Anti-ICE Dad in NYC Hotel, but How?

https://gizmodo.com/federal-agents-reportedly-tracked-down-an-anti-ice-dad-in-a-new-york-hotel-it...
2•ripe•8m ago•1 comments

A (Rails) Polymorphic Type Is Not a Foreign Key

https://baweaver.com/writing/2026/06/25/rails-sharp-parts-a-polymorphic-type-is-not-a-foreign-key/
1•mooreds•9m ago•0 comments

We Don't Need Facebook

https://rnotte.art/we-dont-need-facebook/
2•speckx•9m ago•0 comments

Migrating from TrueNAS to NixOS without losing data after the rug pull

https://www.nijho.lt/post/truenas-to-nixos/
2•basnijholt•13m ago•0 comments

The 80% Problem: The Last 20% Is Where the Engineer Used to Live

https://www.jonathanbeard.io/blog/2026/06/27/the-80-percent-problem.html
3•speckx•15m ago•0 comments

Bernie Sanders unveils $7T plan to give Americans control of AI industry

https://arstechnica.com/tech-policy/2026/06/bernie-sanders-unveils-7-trillion-plan-to-give-americ...
4•FinnLobsien•15m ago•1 comments

The Trouble with Reused Phone Numbers in CIAM

https://ciamweekly.substack.com/p/the-trouble-with-reused-phone-numbers
3•mooreds•16m ago•1 comments

Flint: Fast Library for Number Theory

https://flintlib.org/
2•smasher164•16m ago•0 comments

How can engineering leaders avoid becoming Bond villains?

https://stackoverflow.blog/2026/06/26/paging-charity-how-can-engineering-leaders-avoid-becoming-b...
2•mooreds•16m ago•0 comments

Apple iPhone 20: Everything We Know About the Redesign Coming in 2027

https://www.cnet.com/tech/mobile/apple-iphone-20th-anniversary-edition-rumors-2027/
2•taubek•21m ago•0 comments

Rekor – immutable tamper resistant metadata ledger

https://github.com/sigstore/rekor
2•gregsadetsky•22m ago•0 comments

Application Gatekeeping: An Ever-Expanding Pathway to Internet Censorship

https://www.eff.org/deeplinks/2025/11/application-gatekeeping-ever-expanding-pathway-internet-cen...
1•thunderbong•23m ago•0 comments

WordPalette – Generate a brand palette and visual identity from a word or image

https://wordpalette.github.io/
1•javatuts•23m ago•0 comments

Quantum computing startup says it will leapfrog everybody

https://arstechnica.com/science/2026/06/quera-promises-thousands-of-error-corrected-qubits-by-2029/
1•samizdis•25m ago•0 comments

This will save you hours on your CCNA/CCNP

https://old.reddit.com/r/ccnastudygroup/comments/1uh7eop/this_will_save_you_hours_learning_for_yo...
6•salad_vr•27m ago•4 comments

The Apple Disk II Controller Card

https://www.bigmessowires.com/2021/11/12/the-amazing-disk-ii-controller-card/
1•stmw•27m ago•0 comments

I have made a simple CLI and would like feedback

https://github.com/Tophatguard/KRSH
1•Tophatguard•27m ago•0 comments

Claude in Microsoft Foundry is now generally available

https://claude.com/blog/claude-in-microsoft-foundry
1•Xtrah•27m ago•0 comments

No Code Exec? No Problem Living the Age of VBS, HVCI, and Kernel CFG (2022)

https://connormcgarr.github.io/hvci/
2•Retr0id•28m ago•0 comments

Light Switch "Wakes Up" Sleeping Cancer Cells

https://www.optica-opn.org/home/newsroom/2026/june/light_switch_wakes_up_sleeping_cancer_cells/
1•visha1v•28m ago•0 comments

KitForge–generate an AI agent manifest; scaffold with enforced approval gates

https://www.agent-kits.com/kitforge
1•stoicstoic•30m ago•0 comments

A Solution to A.I.'S Growing Power Demand: Homes

https://www.nytimes.com/2026/06/24/business/energy-environment/ai-data-centers-tesla.html
1•visha1v•31m ago•1 comments