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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

Show HN: React Library for Datacentres

https://react-networks-lib.rackout.net/racks
1•matt-p•2m ago•0 comments

Redline: The Universal Reaction Budget

https://travislwatson.com/redline.html
1•airhangerf15•5m ago•0 comments

Show HN: Stonn, a federated civil/terrain viewer

https://stonn3d.com/
1•oscarcp•6m ago•0 comments

The Most AI-Friendly UI Frameworks – Summer 2026

https://twitter.com/sethltx/status/2065105437750337910
2•sethlivingston•6m ago•0 comments

The current impact of AI on engineering velocity

https://newsletter.getdx.com/p/the-current-impact-of-ai-on-engineering
1•gmays•7m ago•0 comments

NASA's X-59 Aircraft Flies Supersonic for First Time

https://www.nasa.gov/aeronautics/x-59-first-supersonic-flight/
1•woodwireandfood•8m ago•0 comments

Windows 1.0 and the WinAPI, 40 Years Later

https://medium.com/@stassaf.uae/windows-1-0-and-the-winapi-40-years-later-abaf64832918
2•jhack•8m ago•0 comments

Claude Fable 5 costs $10/$50M tokens – what that means in production

https://costlens.dev/blog/claude-fable-5-pricing-production-costs
1•j_filipe•8m ago•0 comments

The Fonts of the U.S. Federal Courts

https://daringfireball.net/2026/05/the_fonts_of_the_us_federal_courts
1•rayiner•9m ago•0 comments

Solar generates more energy in US than coal for first time

https://www.theguardian.com/us-news/2026/jun/11/solar-energy-us-coal
15•neilfrndes•13m ago•2 comments

Introducing Waymo Premier, an elevated rider experience

https://waymo.com/blog/2026/06/waymo-premier/
2•boulos•13m ago•0 comments

Fable on Humanity

https://twitter.com/MathiasChu/status/2064493902271262809
1•jger15•13m ago•0 comments

Herzog and de Meuron transforms mountain antenna tower into "iconic sculpture"

https://www.dezeen.com/2026/06/11/herzog-de-meuron-titlis-tower/
2•johanam•15m ago•0 comments

Build a Basic AI Agent from Scratch

https://www.ruxu.dev/articles/ai/build-a-basic-ai-agent/
1•scapecast•15m ago•0 comments

Self-Harness: Harnesses That Improve Themselves

https://arxiv.org/abs/2606.09498
2•0xkvyb•17m ago•1 comments

Show HN: Basepanel, a Postgres, MySQL, and SQLite Editor for iOS and Android

https://www.basepanel.com/
1•rc318•18m ago•0 comments

.NET 11 Preview 5 is now available

https://devblogs.microsoft.com/dotnet/dotnet-11-preview-5/
1•Fervicus•19m ago•0 comments

The RCE that AMD wouldn't fix

https://mrbruh.com/amd2/
7•MrBruh•19m ago•1 comments

Claude Fable 5: mid-tier results on coding tasks

https://www.endorlabs.com/learn/claude-fable-5-mythos-grade-hype
2•bugvader•20m ago•0 comments

How the Heck Do Traffic Lights Work?

https://perthirtysix.com/how-the-heck-do-traffic-lights-work
2•gmays•21m ago•0 comments

Single File Virtualenv-Native Sandboxed Python Execution Environment

https://github.com/nzjrs/sandbubble
1•nzjrs•22m ago•1 comments

Filterin – A LinkedIn Browser Extension

https://github.com/pPyrius/Filterin
1•Balt000•22m ago•1 comments

MTG Bench: Testing how well LLMs can play magic

https://mtgautodeck.com/articles/mtg-bench/
2•CallumFerg•22m ago•0 comments

America's Most Successful Immigrants

https://www.forbes.com/sites/alexknapp/2026/06/10/forbes-250-americas-most-successful-living-immi...
2•shadag•24m ago•3 comments

How to Block Some of the Bots

https://nochan.net/b/Internet-Crap/20260606-How-To-Block-Some-Of-The-Bots/
2•Bender•24m ago•1 comments

Southpay Ledger – self-serve double-entry ledger API for fintech products

https://www.southpay.io/ledger/
1•tommyrsd•25m ago•0 comments

Show HN: Multi Agent World Cup Simulator

https://github.com/tantara/worldcup-sim
1•tantara•25m ago•0 comments

First tablet version of weight-loss jabs to be available in UK in weeks

https://news.sky.com/story/first-tablet-version-of-weight-loss-jabs-to-be-available-in-uk-in-week...
2•austinallegro•25m ago•0 comments

Don't Conflate Intelligence with Value

https://www.christianitytoday.com/2025/07/dont-conflate-intelligence-with-value/
2•thatoneengineer•26m ago•0 comments

Samsung's SSD warranty policy scammed me so I'm taking them to court [video]

https://www.youtube.com/watch?v=WpPIW4aeeag
1•richardboegli•27m ago•0 comments