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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

Reigning – A sovereign 1-frame billboard where you dethrone the king with crypto

https://reigningfor.lol
1•rodriguezlizarr•58s ago•0 comments

Hyperboloids made out of sticks [video]

https://www.youtube.com/watch?v=CJCL92W8Z9w
1•o4c•3m ago•0 comments

A Screensaver for LG's Spying Smart TVs

https://weowntheglass.com
1•taylorfinley•3m ago•0 comments

Claude Style Patch – A robust Claude.md section for legible Claude prose

https://github.com/andrewroxby/claude-style-patch
1•AndrewRoxby•4m ago•1 comments

Tree Calculus

https://olydis.medium.com/a-visual-introduction-to-tree-calculus-2f4a34ceffc2
1•MelonUsk•8m ago•1 comments

One Question

https://www.tonightweanswer.com/
1•Elokote•9m ago•0 comments

Denzel Explains AI "Slop"

https://www.reddit.com/r/ClaudeCode/comments/1w9e1tg/denzel_explains_ai_slop/
2•freakynit•9m ago•0 comments

Show HN: Browser only CSV editor, data never leaves your machine

https://csvpreview.com
1•anshulsahni•11m ago•0 comments

The most Unreasonable Music Video build by Astra, it's amazing

https://www.youtube.com/watch?v=_h1KgS169iM
1•modinfo•18m ago•0 comments

Object A – Visible Passes

https://heavens-above.com/PassSummary.aspx?satid=60235&lat=30.0324&lng=-98.2969&loc=Unnamed&alt=0...
1•tocs3•18m ago•0 comments

SidePulse: Agent Status, at a Glance (LEDs in MacBook Pro SD Slot)

https://sidepulse.io/
1•gregsadetsky•25m ago•0 comments

How well do agents use test/verification techniques?

https://danluu.com/agentic-testing/
1•vinhnx•26m ago•0 comments

AI Is Making Us Build Too Much

https://sjg.io/writing/ai-is-making-us-build-too-much/
1•gmays•26m ago•0 comments

Show HN: Jackalope.dev

https://jackalope.dev/
2•ghosts_•28m ago•1 comments

A desktop tool written in Rust to lock GRUB with a physical USB rescue key

https://github.com/sysdev-0/grubst
1•devsys000•29m ago•0 comments

Prompting Is Dead in 6 Months. Andrew Ng, Stanford [video]

https://www.youtube.com/watch?v=9EuNUe-CJRM
2•thelastgallon•30m ago•0 comments

China Planted 78 Billion New Trees—and Seriously Messed Up Its Water Cycle

https://www.popularmechanics.com/science/environment/a73385264/china-reforesting-changes-hydrolog...
2•thunderbong•33m ago•0 comments

Do LLMs Know What to Ask and When? Evaluating Multi-Turn Information Seeking

https://arxiv.org/abs/2608.14808
1•wslh•35m ago•0 comments

Run an ArchiveTeam Warrior on your computer

https://tracker.archiveteam.org/
1•darknavi•37m ago•0 comments

Show HN: Archprint, infer architecture lint rules from your repo's import graph

https://github.com/Tommkruix/archprint
1•Tommkruix123•42m ago•0 comments

Show HN: NYC MapTap – Learn NYC neighborhoods (with subway routes when you miss)

https://albertjoseph0.github.io/nyc-maptap/
2•abj908•47m ago•1 comments

Show HN: Zero downtime embedding model upgrades

https://github.com/arnsri33/embedflow
1•coolArnav•49m ago•0 comments

Defeating Antisemitism Through Zionism

https://medium.com/freedomofthought/defeating-antisemitism-through-zionism-6c648c34c408
1•raynchad•52m ago•0 comments

Show HN: Caveat, a self-hosted publishing and newsletter tool

https://github.com/CaveatJS
1•jonas_kgomo•56m ago•0 comments

Canada holds first defense talks with China in more than 8 years

https://www.scmp.com/news/china/diplomacy/article/3366477/canada-and-china-thaw-continues-militar...
7•ilamont•59m ago•3 comments

Thames Tunnel

https://en.wikipedia.org/wiki/Thames_Tunnel
2•thunderbong•1h ago•0 comments

Create Passkey After Account Recovery Due to Forgotten Password

https://www.passkeycentral.org/design-guidelines/optional-patterns/create-passkey-after-account-r...
1•mooreds•1h ago•0 comments

"Everything's a Challenge" ADHD Individuals in the Midst of Rx Shortages

https://pmc.ncbi.nlm.nih.gov/articles/PMC11585964/
2•sans_souse•1h ago•0 comments

Jellyfin 12.0 Released

https://github.com/jellyfin/jellyfin/releases/tag/v12.0
1•cdrnsf•1h ago•0 comments

OpenClaw Is Open Source

https://github.com/openclaw/openclaw
1•noobplus•1h ago•0 comments