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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

It's cute how Grandma doesn't even know how to blood tithe to the Data Lord

https://www.mcsweeneys.net/articles/its-cute-how-grandma-doesnt-even-know-how-to-blood-tithe-to-t...
1•diafygi•33s ago•0 comments

Show HN: Vest.fyi – equity calculator shows range of outcomes and benchmarks

https://vest.fyi/
1•egyptianblue•37s ago•0 comments

FastGen-PDD: Parallel Decoding Distillation for Image and Video Generation

https://research.nvidia.com/labs/genair/pdd/
1•gmays•3m ago•0 comments

Ancient Sea Worms Have "Biometal" Jaws

https://nautil.us/these-ancient-sea-worms-have-biometal-jaws-1283391
1•Brajeshwar•4m ago•0 comments

Ledgerful – I built a local tool to catch when AI invents stuff in my code

https://www.ledgerful.dev
2•ryan-b•6m ago•1 comments

Stateless MCP is cheaper to scale

https://jeffauriemma.leaflet.pub/3msdu742fik24
2•jdauriemma•7m ago•0 comments

Google is killing Google Assistant next month

https://www.neowin.net/news/another-one-bites-the-dust-google-is-finally-killing-google-assistant...
2•bundie•9m ago•0 comments

Offensive Internet Posture

https://bruceediger.com/posts/offensive-machine/
2•DaOne256•9m ago•1 comments

Batteries are getting cheaper while gas gets pricier. Here's why

https://theconversation.com/batteries-are-getting-cheaper-while-gas-gets-pricier-heres-why-287956
2•epistasis•9m ago•0 comments

Wikipedia: AI or Not Quiz

https://en.wikipedia.org/wiki/Wikipedia:AI_or_not_quiz
1•hiccuphippo•10m ago•0 comments

Show HN: HUD, an open-source minimal terminal UI for ClaudeCode, Codex, OpenCode

https://github.com/adrida/hud-mode
2•adam_rida•10m ago•1 comments

Jellyware

https://twitter.com/thorstenball/status/2085017920782877041
1•tosh•11m ago•0 comments

Desktop Touch ID sensor for $20 [video]

https://www.youtube.com/watch?v=tB3lk-PNA6I
1•androng•12m ago•1 comments

What went wrong with data lakes? A 15-year reality check

https://arxiv.org/abs/2606.08266
2•alvis•12m ago•0 comments

Ghosthub: Tmux/SSH-native macOS terminal based on libghostty

https://ghosthub.ai/
1•wesm•13m ago•0 comments

See the Sun like never before with most detailed images yet

https://www.bbc.com/news/articles/c36d4376nd2o
2•neversaydie•13m ago•0 comments

She Believed Big Tech Could Change the World. Just Not for the Worse.

https://www.nytimes.com/2026/08/04/books/review/dont-be-evil-claire-stapleton.html
1•mitchbob•14m ago•1 comments

AI agents can't yet do open-ended AI research

https://www.normaltech.ai/p/ai-agents-cant-yet-do-open-ended
1•randomwalker•15m ago•0 comments

The next 50 years: humanity, AI, power

https://www.youtube.com/watch?v=_V_ed5fuexA
1•irln•16m ago•0 comments

Show HN: XBin – The app workspace you rewrite from inside

https://xbin.dev/
1•devttyeu•18m ago•0 comments

Stochastic parrot or not, it is less of a turkey than the colleague 2 desks over [pdf]

https://link.springer.com/content/pdf/10.1007/s00146-026-03095-6.pdf
1•alphadelphi•18m ago•0 comments

TP-Link patches Omada ZTP flaws allowing hackers to breach networks

https://www.bleepingcomputer.com/news/security/tp-link-patches-omada-ztp-flaws-allowing-hackers-t...
1•Brajeshwar•19m ago•0 comments

Hark Handoff

https://hark.com/articles/introducing-hark-handoff
1•lairv•20m ago•0 comments

BrooklynVegan, Alt Press Hit with Mass Layoffs

https://pitchfork.com/story/brooklynvegan-alt-press-hit-with-mass-layoffs/
2•cdrnsf•21m ago•0 comments

Fed's Kashkari says 'now is the time to start slowly moving' rates up

https://www.cnbc.com/2026/08/05/feds-kashkari-says-now-is-the-time-to-start-slowly-moving-rates-u...
10•mapping365•22m ago•0 comments

MorphIcons

https://www.morphicons.com
1•linolevan•23m ago•0 comments

Monitors for Work

https://etbe.coker.com.au/2026/08/05/monitors-for-work/
2•edward•23m ago•0 comments

Year follow-up on buying pandemic stock dip and AI reallocation

https://gmays.com/4-year-follow-up-on-buying-pandemic-stock-dip-ai-reallocation/
1•speckx•24m ago•0 comments

Meta Backs Off Sloppy Gambit to Nickel-and-Dime AI Glasses Customers

https://www.techdirt.com/2026/08/05/meta-backs-off-sloppy-gambit-to-nickel-and-dime-ai-glasses-cu...
2•hn_acker•24m ago•0 comments

Why a VC passing on your deal usually has nothing to do with your deck

https://readonpaper.substack.com/p/its-not-you-its-me
1•mondesai•24m ago•0 comments