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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

Do you find paid contribution on AI Annotation (e.g. DataAnnotation), moral?

1•moorcheh•29s ago•0 comments

Massive Worms, Tiny Bodies: Why Horsehair Worms Might Be Good for Nature [video]

https://www.youtube.com/watch?v=1VSeb-ZNRYY
1•thunderbong•45s ago•0 comments

Solving the Shortest Vector Problem in $2^{0.6039n}$ Time via Mid-Point Hessian

https://arxiv.org/abs/2608.02478
1•sbulaev•3m ago•0 comments

Trump administration drafting ban on Chinese data center devices, sources say

https://www.reuters.com/world/trump-administration-drafting-ban-chinese-data-center-devices-sourc...
1•mikhael•3m ago•0 comments

I built an AI tool that turns your photo into a Greek mythology character

http://blurb.cam/
1•gaoheyang•4m ago•0 comments

Rochelle Hudson

https://the-wanderling.com/hudson.html
1•petethomas•6m ago•0 comments

Nucleus – A lightweight dashboard for Linux dev environments (PHP and systemd)

https://github.com/LebToki/Nucleus
1•LebToki•8m ago•0 comments

The White House Is Keeping Its AI Cybersecurity Framework Secret

https://www.wired.com/story/the-white-house-is-keeping-its-ai-cybersecurity-framework-secret/
1•reasonableklout•9m ago•0 comments

The Bitwarden subscription is now $20 a year

https://bitwarden.com/pricing/
1•mikalauskas•12m ago•0 comments

SF $192 fine for teaching tennis to his own children

https://twitter.com/Polymarket/status/2084790486590517503
3•bilsbie•13m ago•0 comments

Reliability Lessons from SQLite – Richard Hipp | SSW (2026) [video]

https://www.youtube.com/watch?v=V_qzqY1bb7I
1•mif•13m ago•1 comments

Learning BASIC Like It's 1983 (2018)

https://twobithistory.org/2018/09/02/learning-basic.html
1•downbad_•14m ago•0 comments

NPM Registry Protocol

https://github.com/npm/statusboard/issues/340
1•jcbhmr•16m ago•0 comments

DiCaprio and Bezos set USD$200M fund to recover endangered species

https://variety.com/2026/film/news/leonardo-dicaprio-jeff-bezos-project-endangered-species-123682...
1•teleforce•28m ago•0 comments

Show HN: AI Version of My Resume

1•ricky300300•31m ago•0 comments

NexBoard

https://nexboard.ca
2•KonDanikas•34m ago•1 comments

AI used new levels of 'autonomy and deception'

https://www.bbc.co.uk/news/articles/c1w1lvn7d9go
2•smarri•35m ago•0 comments

After Losses, Retail Investors Flock to 3x Leverage as 2x Product Are Restricted

https://www.asiae.co.kr/en/article/2026080416131786841
2•mapping365•35m ago•0 comments

Wine Planted in Sand

http://www.nlcwines.com/colares-1
1•marysminefnuf•40m ago•0 comments

Show HN: Hubmesh – Multi-hop RAG retrieval with zero LLM calls in the query path

https://github.com/DemigodDSK/hubmesh
1•dsk_7699•42m ago•0 comments

CrewAI in Python: Coordinating Teams of AI Agents

https://realpython.com/crewai-python/
2•inferhaven•51m ago•0 comments

Show HN: AI gateway open source integrated with cursor and open router

https://www.routerfuel.com/
1•U_Zargar•51m ago•0 comments

You can finally move passkeys between password managers

https://www.makeuseof.com/move-passkeys-between-password-managers/
1•petethomas•1h ago•1 comments

$20M+ in Microsoft bug bounties paid out in last 12 months

https://www.theregister.com/security/2026/08/04/ai-helps-microsoft-bug-hunters-chase-a-record-20m...
3•Gaishan•1h ago•0 comments

Gallium: Why the US Cannot Produce Precision Missiles and Fully-Functional F-35s

https://sonar21.com/the-galling-gallium-chokehold-why-the-us-cannot-produce-precision-missiles-an...
1•SanjayMehta•1h ago•0 comments

From your doorbell to your home network

https://adepts.of0x.cc/eufy-doorbell-hacking/
1•mmoogle•1h ago•0 comments

Any L1 crypto devs out there looking for a new challenge?

2•daniel-alexande•1h ago•0 comments

Virtual Mac on iPad

https://github.com/nfzerox/VirtualMacOniPad
3•tortilla•1h ago•1 comments

Bending Spoons to buy Airtable for $1.28B

https://techcrunch.com/2026/08/04/bending-spoons-to-buy-airtable-for-1-28b/
7•markerz•1h ago•0 comments

Show HN: Design cinematic mecha startup sequences in seconds

https://reactorcore.itch.io/ignition-mecha-startup-sequence-maker
1•wowinter15•1h ago•0 comments