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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

Hiding internal state in TypeScript objects

https://www.carlos-menezes.com/posts/hiding-properties-typescript
2•carlos-menezes•1m ago•0 comments

JIT Compiling Code in 5μs

https://malisper.me/jit-compiling-code-in-5-us/
1•malisper•2m ago•0 comments

Meta's Internal Research

https://metasinternalresearch.org
1•throw0101d•3m ago•0 comments

US retail giant Target doubles $1 BILLION income last quarter via tariff refunds

https://www.bbc.com/news/articles/c78gp4y8d3eo
1•ck2•4m ago•1 comments

New Manic Android malware can exfiltrate data through nearby devices

https://www.bleepingcomputer.com/news/security/new-manic-android-malware-can-exfiltrate-data-thro...
1•Brajeshwar•5m ago•0 comments

Teachers Pay Teachers hit by a wave of A.I. content with mistakes [video]

https://www.youtube.com/watch?v=qBVzsolalJ8
1•pavel_lishin•6m ago•0 comments

Could AIs Become Conscious?

https://economist.com/leaders/2026/08/20/could-ais-become-conscious
1•andsoitis•7m ago•0 comments

State of SaaSpocalypse

https://app.agentgrid.io/artifacts/BSSoRuFsywQAyzxDAsbmUg
1•avishic•8m ago•1 comments

One human. Agents. 3,913 merged PRs in 30 days

https://github.com/kungfu-systems/site-libkungfu-dev/blob/main/docs/research/parallel-runtime-pat...
1•ungfu•10m ago•0 comments

Spec4j makes your REST APIs YAMLless

https://github.com/marketplace/actions/spec4j
2•enismustafaj•11m ago•1 comments

Help to Improve Numax's Website?

https://github.com/GianIac/numax/issues/111
1•gianiac•12m ago•1 comments

Instant (Instantdb.com) Sunsetting

https://discord.com/channels/1031957483243188235/1148279464132890714/1540001948596445324
2•ibejoeb•13m ago•2 comments

Polchinski's Paradox

https://www.futilitycloset.com/2026/08/12/polchinskis-paradox/
2•surprisetalk•14m ago•0 comments

We trained small language models specifically for voice-to-text transformation

https://superwhisper.com/blog/s1
2•bpjzy•14m ago•1 comments

Code Factories Without Quality: The AI Development Blind Spot

https://www.qawolf.com/blog/code-factories-without-quality
2•BinRoo•15m ago•0 comments

Show HN: Open-source Stripe Connect alternative

https://zoneless.com
4•tinyprojects•15m ago•1 comments

Show HN: Check if any of the $656M in unclaimed royalties at The MLC is yours

https://pub.doub.ly/
3•knaught•15m ago•0 comments

I Finally Got Discouraged By DevTo

https://thibaultduponchelle.github.io/I-finally-got-discouraged-by-devto
1•reeeese•16m ago•0 comments

Stealing Blame

https://avivbenyosef.com/stealing-blame/
1•avivby•16m ago•0 comments

Show HN: Ullis – Local Ternary Moe-Kan Training and Inference Engine in Rust

https://github.com/Vladislav-Kalinkin/ullis
1•vlad_kalinkin•17m ago•0 comments

Just Fucking Use Neovim

https://www.justfuckinguseneovim.com/
2•hacb•17m ago•0 comments

Silencing the Second Hand of a Second-Hand Bird Clock

https://www.kyleniewiada.org/blog/2026/08/silencing-bird-clock-tick-tock/
1•speckx•17m ago•0 comments

Is Claude Code a bad harness?

https://generray.substack.com/p/is-claude-code-a-bad-harness
2•wsun19•17m ago•1 comments

ProgramBench Vetted: Reverse Engineering from a Runnable Binary

https://vetto.ai/companies/programbench-vetted.html
9•rigelbm•19m ago•0 comments

Apple leaked many features in a release, will it not be a flop? [video]

https://www.youtube.com/watch?v=q8Zd1dMK1uA
2•ltononro•19m ago•0 comments

Grok.bot – the epic domain lottery ticket

https://grok.bot/
2•bogdiyan•20m ago•0 comments

The "Kerry Cow" Wasn't a Cow at All–and It Upends Stone Age Irish History

https://nautil.us/the-kerry-cow-wasnt-a-cow-at-all-and-it-upends-stone-age-irish-history-1283999
2•Brajeshwar•21m ago•0 comments

mRNA cancer vaccine is getting there

https://arstechnica.com/health/2026/08/mrna-cancer-vaccine-succeeded-in-phase-3-melanoma-trial-mo...
4•ltononro•24m ago•1 comments

Citizens of France had their fiscal info leaked by the gov

https://www.franceinfo.fr/internet/securite-sur-internet/cyberattaques/piratage-du-fisc-quels-son...
3•mabios•24m ago•0 comments

The app blocker I made because I kept cheating on Screen Time

https://didac.dev/blog/the-app-blocker-i-made-because-i-kept-cheating-on-screen-time
2•sabatesduran•24m ago•0 comments