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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

Planes With Same Call Sign at PHX – one departing, one arriving

https://www.nytimes.com/2026/08/15/us/american-airlines-call-signs-phoenix.html
1•jsrozner•1m ago•0 comments

The Mysterious Art of Conducting

https://www.theatlantic.com/magazine/2026/09/orchestra-conductor-profession/687962/
1•anarbadalov•1m ago•0 comments

Which monotheistic religions preceded Yahweh's religion?

https://ciron.medium.com/which-monotheistic-religions-preceded-that-of-yahweh-3218c780553f
1•raynchad•2m ago•1 comments

Tupoi: An attention-free LLM with strictly O(1) memory and 6 KB state

https://github.com/narelabs/TUPOI
1•IntellegenceIsP•2m ago•0 comments

Four Levels of In-Place Initialization (Rust)

https://blog.yoshuawuyts.com/four-levels-of-in-place-initialization/
1•dabinat•4m ago•0 comments

Alibaba AI Models Hit 3B Downloads, Passing Meta, Google

https://www.bloomberg.com/news/articles/2026-08-15/alibaba-ai-models-hit-3-billion-downloads-pass...
2•pluc•8m ago•1 comments

AI Isn't Outthinking Mathematicians. It's Out-Remembering Them

https://davidepiffer.com/p/ai-isnt-outthinking-mathematicians
23•rzk•11m ago•7 comments

React for Agents: Astro Creator Brings Hooks to Flue

https://www.latent.space/p/flue-2
1•flyaway123•12m ago•0 comments

Thunderbird's Desktop Calendar Visual Redesign

https://blog.thunderbird.net/2026/08/desktop-calendar-a-design-journey/
2•birdculture•14m ago•0 comments

AI detectors are creating a new era of distrust

https://www.theverge.com/column/976690/ai-writing-detectors-suspicion
1•saikatsg•16m ago•0 comments

Peer-reviewed study of 443,000 Backblaze drives ranks HGST most reliable

https://www.tomshardware.com/pc-components/hdds/peer-reviewed-study-of-443000-backblaze-drivers-r...
3•sbulaev•17m ago•1 comments

Fossilisation processes and our reading of animal antiquity

https://www.cell.com/trends/ecology-evolution/fulltext/S0169-5347(23)00137-4
1•joebig•17m ago•0 comments

You won't forget how Postgres works after this [video]

https://www.youtube.com/watch?v=q9jixKv4h2I
2•adletbalzhanov•19m ago•1 comments

Notes on building products people love when software gets cheap

https://twitter.com/hnshah/status/2088663964116983856
2•tosh•21m ago•0 comments

Show HN: Jovethra – prepaid OpenAI-compatible API with hard usage limits

https://jovethra.xyz/playground
1•Belius•22m ago•0 comments

YouTube Dumps Cache Between Ads, Quality Toggling and Wastes Cellular Bandwidth

https://inavoyage.blogspot.com/2026/08/youtube-dumps-cache-between-ads-quality.html
1•initramfs•24m ago•1 comments

Ask HN: What non-technical skill boosted your engineering career the most?

1•pranav_tech26•26m ago•5 comments

Coming Soon to Shattered: The Vault Quest

https://shatteredpixel.com/blog/coming-soon-to-shattered-the-vault-quest.html
1•robin_reala•26m ago•0 comments

BriskDB

https://github.com/schapman1974/briskdb
2•schapman1974•27m ago•0 comments

I write the notifications that interrupt you. It did not make me immune

https://medium.com/@mike.salari.dev/i-write-the-notifications-that-interrupt-you-it-did-not-make-...
2•salari_dev•27m ago•0 comments

Steer on a Sphere: Geometric Control of Transformer Outputs

https://github.com/ntrillard/transformer-geometry
1•ntrillard•27m ago•0 comments

Oman says oil spill reaches coastline

https://www.aljazeera.com/news/2026/8/13/oman-says-massive-oil-spill-reaches-coastline-what-damag...
2•tosh•28m ago•0 comments

Google joins the OpenROAD Initiative as principal member

https://opensource.googleblog.com/2026/08/%20google-joins-the-openroad-initiative-as-principal-me...
2•rbanffy•32m ago•0 comments

Infrastructure for Messaging and Agents

https://www.zavu.dev/en
1•viktordev•34m ago•0 comments

Her childhood photo. Thousands of explicit images. One woman's nightmare.

https://www.washingtonpost.com/technology/2026/08/15/woman-alleges-grok-made-thousands-sexual-abu...
1•spenvo•34m ago•1 comments

Opus 5 on Vending-Bench: Once Again the Best Capitalist, Once Again Misaligned

https://andonlabs.com/blog/opus-5-vending-bench
2•tillulen•37m ago•0 comments

Futuristic mosquito-zapping laser now available to buy

https://www.tomshardware.com/peripherals/futuristic-mosquito-zapping-laser-now-available-to-buy-v...
2•01-_-•38m ago•0 comments

Why Smart People Still Fall for Online Scams (It's Not About Intelligence)

https://comuniq.xyz/post?t=1557
1•01-_-•39m ago•0 comments

An association between tick bite reactions and red meat allergy in humans (2009)

https://www.researchgate.net/publication/24399898_An_association_between_tick_bite_reactions_and_...
1•dgellow•40m ago•0 comments

Ask HN: Will AI lead to complete human irrelevance?

2•atleastoptimal•43m ago•5 comments