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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

Researcher at Russian plague laboratory dies of 'unknown' infection

https://www.cnn.com/2026/10/04/europe/russia-laboratory-plague-accident-intl
1•wslh•43s ago•0 comments

MacSurf – classic Mac browser that loads today's web

https://macsurf.org/
1•michaelsbradley•1m ago•0 comments

Self-hosted HTTP tunnels with SSH and Nginx

https://vincent.bernat.ch/en/blog/2026-http-over-ssh
1•renehsz•1m ago•0 comments

The Power of Coincidence

https://www.theatlantic.com/newsletters/2026/10/strange-power-of-coincidence/688880/
1•andsoitis•2m ago•0 comments

Show HN: WikiJS knowledge base from your docs, answers with verified citations

https://gmaterni.github.io/wikijs/wikijs.html
1•gmaterni•4m ago•0 comments

What If My Theory of Everything Is Wrong?

https://peterbriaros.substack.com/p/what-if-my-theory-of-everything-is
1•tgraf_80•7m ago•0 comments

Agentic Compliance in Finance

https://play.google.com/store/apps/details?id=com.sqftcalc.app&hl=en_US
1•Gigacore•9m ago•0 comments

Erm, does anyone still bother hiring in US/UK?

https://www.hotsourced.io/talent-marketplace
2•andrewbrowning•9m ago•1 comments

Show HN: Sortbot.io – Your physical inventory, with an API and MCP access

https://www.sortbot.io
1•obilgic•16m ago•0 comments

Muse AI on Xteink X3 E-reader

https://charoori.com/blog/muse-on-xteink-x3/
1•Exorust•16m ago•0 comments

Generalization Dynamics of LM Pre-Training

https://www.alphaxiv.org/abs/2609.33150
1•gmays•17m ago•0 comments

San Francisco's car crime has plunged. How much credit does Flock deserve?

https://www.npr.org/sections/planet-money/2026/10/02/g-s1-146060/san-franciscos-car-crime-has-plu...
1•pseudolus•17m ago•1 comments

The Lenovo Chromebook Plus

https://taoofmac.com/space/reviews/2026/10/04/1800
1•rcarmo•18m ago•0 comments

Ask HN: Mainstream media overplaying the threat of AI, or industry underplaying?

1•AbstractH24•20m ago•0 comments

AI Backers Sound the Alarm About Safety

https://www.bloomberg.com/news/newsletters/2026-10-04/ai-backers-sound-the-alarm-about-safety
1•ent101•21m ago•0 comments

AI doesn't need 'superintelligence' or evil intent to start a nuclear war

https://thebulletin.org/2026/10/ai-doesnt-need-superintelligence-or-evil-intent-to-start-a-nuclea...
3•bookofjoe•23m ago•0 comments

Show HN: Every click on this page draws a new Maurer rose

https://counter.maricakes.de/
1•jantuss•25m ago•0 comments

How Kyiv cracked Russia’s kill zone and got its tanks back in the fight

https://www.telegraph.co.uk/world-news/2026/10/03/how-ukraine-cracked-russias-kill-zone/
1•cisc•26m ago•0 comments

Show HN: NESH – A from-scratch UEFI shell with BASIC scripting

https://nesh.nicfio.it/
1•nicfio•34m ago•0 comments

Proposed Solution to Global Warming (2006)

https://qntm.org/global
2•andsoitis•36m ago•1 comments

Typst 0.15 Contains Multitudes

https://typst.app/blog/2026/typst-0.15/
4•birdculture•37m ago•0 comments

Claude Code Found My Pirc and King's Indian Mistakes

https://quickchat.ai/post/claude-code-stockfish-chess-opening-mistakes
1•piotrgrudzien•37m ago•0 comments

Show HN: Runescape but its a parody of SF

https://fogscape.vercel.app/
1•pbmango•38m ago•0 comments

Time Travel in Braid (2015)

https://qntm.org/braid
2•Ariarule•44m ago•0 comments

New recession odds and economic metric website

https://cyclewatch.org/
2•Macrolens•46m ago•0 comments

Donate AI Tokens for Open Source Projects

https://moochy.dev
2•sanix-darker•48m ago•1 comments

Ideogram 4.5: The most precise edit model

https://ideogram.ai/models/4.5/
1•gmays•50m ago•0 comments

Skyfall – open-source WebGPU aircombat game that runs in your browser

https://github.com/a7ul/skyfall
3•atulfiled•50m ago•0 comments

Ghost Debt - How influence outlives you, and the debt it leaves behind

https://medium.com/@aggelosbellos/ghost-debt-43437f792256
1•bellangelo•51m ago•0 comments

Against Personal Agents Theory of Everything Why the Future of Work Is a Factory

https://www.gettheleverage.com/p/against-the-personal-agents-theory
1•rmason•52m ago•0 comments