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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 preview of the future IA documentation

https://intel.github.io/SDM/announcement/2026/08/20/announce-preview.html
1•luu•2m ago•0 comments

Sudden Unexpected Death in the Pfizer Trial: A Pharmacovigilance Failure

https://esmed.org/MRA/mra/article/view/7810/99193550508
1•inanothertime•4m ago•0 comments

Hot take on GPT-6 Astra

https://garymarcus.substack.com/p/hot-take-on-gpt-6-astra
1•Bluestein•4m ago•1 comments

By 2029 no computer or "machine intelligence" will have passed the Turing Test

https://longbets.org/1/
1•tetris11•5m ago•0 comments

Nvidia's AVO harness boosts Opus 5 to 100% on ARC-AGI 3

https://developer.nvidia.com/blog/nvidia-avo-reaches-100-on-arc-agi-3-demonstrating-a-frontier-le...
1•irthomasthomas•8m ago•0 comments

Cybercab motor uses no rare earth metals

https://twitter.com/elonmusk/status/2095720611695759704
2•tosh•15m ago•0 comments

German Government abandons plan for BSI constitutional amendment

https://www.heise.de/en/news/Cybersecurity-Government-abandons-plan-for-BSI-constitutional-amendm...
1•doener•19m ago•0 comments

Which European league is hardest to predict? 52,471 matches with closing odds

https://pythiafootball.com/research/hardest-league-to-predict/
1•Yiannis91•21m ago•0 comments

Punktfunk – Game streaming that outgrew GameStream

https://punktfunk.unom.io/en/
1•sagacity•21m ago•0 comments

Nerdminer mines xcoin on a Mac using new consensus algoritm

https://medium.com/@knexcoin/why-a-macbook-beats-a-mining-warehouse-on-metaldag-3c0e4f498b87
1•winnertakeall•25m ago•0 comments

A hundred coffee machines and the joy of small open source

https://sjg.io/writing/a-hundred-coffee-machines-and-the-joy-of-small-open-source/
1•simonjgreen•28m ago•0 comments

CERN Transitioning Computers To Debian After Being A Longtime RHEL Institution

https://www.phoronix.com/news/CERN-Goes-Debian-Leaving-RHEL
3•thunderbong•29m ago•0 comments

Kraaken: A Ship, Power Plant, Reservoir and Data Centre in One

https://energydigital.com/news/kraaken-a-ship-power-plant-reservoir-data-centre-in-one
1•geox•30m ago•0 comments

Show HN: Professional Security Testing Platform

https://bugbounty-arsenal.net/
2•foxvr•31m ago•0 comments

PostHog reported zero signups while Supabase showed one

https://lifecmp.com/blog/posthog-zero-signups-supabase-one
1•michaelwang100•32m ago•0 comments

ERIS: Local-first vault agent in Rust, grammar-enforced tools

https://github.com/janpauldahlke/eris
1•teleforce•35m ago•0 comments

Show HN: TERMy – A fast terminal assistant that does not use LLMs

https://github.com/gioblu/NPC-Forge/blob/main/docs/development.md
1•gioscarab•37m ago•0 comments

Tesla launches steering-wheel-free Cybercab robotaxi in Austin

https://www.businessinsider.com/tesla-cybercab-robotaxi-launch-event-austin-self-driving-car-2026-9
1•joak•39m ago•0 comments

Show HN: Send secrets a server can't decrypt, even if compelled to

https://serial.sumitdwivedi.com/
2•AuraFarm•40m ago•1 comments

How I use GBNF grammars to make small local models stop hallucinating JSON

https://eris-system.dev/blog/gbnf-grammars
1•teleforce•40m ago•0 comments

Ask HN: Rename ChatGPT?

1•alansaber•41m ago•0 comments

Nicholas Polson Has Written Over 200 Academic Papers in 2026 (so far)

https://economistwritingeveryday.com/2026/08/26/nicholas-polson-has-written-over-200-academic-pap...
4•luu•46m ago•0 comments

Show HN: Prices.eu.org

https://prices.eu.org/
3•sourcecodeplz•48m ago•1 comments

BlackRock CEO said Americans' savings and investments will fund data centers

https://www.msn.com/en-us/money/economy/blackrock-ceo-said-americans-savings-and-investments-will...
2•SockThief•49m ago•1 comments

Promptmatics – Free telemprompter following your voice

https://promptmatics.vercel.app/
1•olvy0•50m ago•0 comments

Weird Little Guys of FOSS

https://drewdevault.com/weird-guys/
4•absoluteleyyes•53m ago•1 comments

Job Loss Fears in the First Years of Generative Artificial Intelligence

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5136877
2•luu•53m ago•0 comments

Muse Spark 1.3 Ranks #3 on Artificial Analysis Intelligence Index

https://artificialanalysis.ai/#artificial-analysis-intelligence-index
2•alefalfa•54m ago•0 comments

I built CashmApp – a "GPS for your finances" that reroutes when life changes

https://apps.apple.com/pl/app/cashmapp-financial-gps/id6788372249
2•tem_uche•55m ago•0 comments

NPM audit service is down while NPM status page reports otherwise

https://github.com/orgs/community/discussions/187552
4•morbusfonticuli•56m ago•3 comments