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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

A jank percentage doesn't say where the frame went

https://github.com/timkrest/FrameHUD/blob/main/docs/article-frame-phases.md
1•timkrest•1m ago•0 comments

The Telescope NASA Launched Sunday Was Built to Look at You

https://galratner.substack.com/p/the-telescope-nasa-launched-sunday
1•blartpaul•3m ago•0 comments

The Gemini app is now available for Windows

https://blog.google/innovation-and-ai/products/gemini-app/gemini-app-now-on-windows/
3•quysala12•8m ago•1 comments

Thinking with Looped Flows

https://arxiv.org/abs/2609.11801
1•E-Reverance•9m ago•0 comments

Metamorphosis: Transformations in the Early Modern Flap Book (19th Century)

https://publicdomainreview.org/collection/metamorphosis-early-modern-flap-book/
1•benbreen•10m ago•0 comments

One company that steals accuses another company that steals [pdf]

https://www-cdn.anthropic.com/e50be2e51e7695dc4b1366a37a245a597377d3b5/Anthropic-Detecting-and-co...
2•iamsyr•11m ago•1 comments

Show HN: Hekla, an event sourcing runtime with its own language

https://hekla.tqwewe.com/
1•tqwewe•17m ago•0 comments

DeepSeek Harness

https://www.deepseek.com/harness/en/
2•dotmanish•20m ago•0 comments

It Breaks a Village: Bevy's 6th Birthday

https://blog.fallible.net/it-breaks-a-village/
1•RohanAdwankar•21m ago•1 comments

GPT Image 2.5 for Consulting Presentations: Faster Slides and Smarter Control

https://medium.com/@2315610426/gpt-image-2-5-f36976cf7632
2•chenxi030826•23m ago•0 comments

The Bayeux Tapestry: Woven by the Victors

https://www.historytoday.com/archive/out-margins/bayeux-tapestry-woven-victors
2•prismatic•24m ago•0 comments

How to Make a PwC-Style PowerPoint with AI (2): 5 More Consulting Frameworks

https://medium.com/@2315610426/how-to-make-a-pwc-style-powerpoint-with-ai-2-5-more-consulting-fra...
1•chenxi030826•24m ago•0 comments

Trial Testing Out-of-Body Experiences Produces Unexpected Twist

https://www.uvahealth.com/news/trial-testing-out-of-body-experiences-yields-unexpected-twist
1•geox•29m ago•0 comments

Dioxus Labs is joining Cognition

https://dioxuslabs.com/blog/joining-cognition/
2•antimora•30m ago•0 comments

9/11 in Realtime (synced globally for 9/11)

https://911realtime.org
2•robbiebyrd•31m ago•1 comments

Günther Anders, the Philosopher at the End of the World

https://www.compactmag.com/article/gunther-anders-the-philosopher-at-the-end-of-the-world/
2•Caiero•32m ago•0 comments

Outflow connects directly to inverters, mints solar electricity records

1•OutflowLabsInc•34m ago•1 comments

Show HN: CertArena – Free AI certification simulator (zero deps, native Node 24)

https://aicertarena.com/
1•pennylaw946•40m ago•0 comments

Reconstructing Concurrency Invariants Through Medieval East Asian Logic

https://oborona.zip/post/a-middle-period-engine-reconstructing-concurrency-invariants-through-eas...
1•gg582•41m ago•0 comments

LiteLLM Alternatives?

1•leanroute_ai•41m ago•1 comments

AI Is Killing the App Economy and Building Its Successor

https://www.bloomberg.com/opinion/articles/2026-09-10/ai-is-killing-the-app-economy-and-building-...
1•thm•41m ago•0 comments

AI Thumbnail Generator for YouTube – Try Free – Thumbrix

https://thumbrix.com/
1•chaojie26•42m ago•0 comments

Solving Alignment with a Prompt

https://www.echohive.ai/can-an-ai-keep-an-agreement
1•echohive42•49m ago•0 comments

Whose actions are these proposals intended to constrain?

https://twitter.com/deredleritt3r/status/2098250739856330757
1•Ariarule•50m ago•0 comments

Apple A20 Pro Geekbench Result

https://browser.geekbench.com/v6/cpu/compare/19147979?baseline=19141805
2•aurareturn•50m ago•1 comments

California enacts new curbs on social media for children

https://www.cnbc.com/2026/09/11/california-enacts-new-curbs-on-social-media-for-children.html
2•1vuio0pswjnm7•51m ago•0 comments

FinOps for LLM – Leanroute Team wrote a blog

1•leanroute_ai•53m ago•2 comments

Serve Qwen3 2.4T-Parameter Model with Configurable Reasoning on Nvidia GB300

https://developer.nvidia.com/blog/serve-qwen3-8-2-4t-a95b-a-2-4t-parameter-model-with-configurabl...
3•backrun•54m ago•0 comments

OpenAI's Astra Made It to a Nether Fortress in Minecraft

https://twitter.com/ValsAI/status/2098193079178322196
4•ModernSnowman•59m ago•0 comments

Front-End Shouldn't Know What Marketing Wants

https://fagnerbrack.com/your-front-end-shouldnt-know-what-marketing-wants-879200fe0ac5
1•fagnerbrack•59m ago•0 comments