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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

Cloudflare Clairic: a single pass extraction model

https://developers.cloudflare.com/workers-ai/models/clairic/
1•the_sleaze_•10m ago•1 comments

Patio11 bribes State Department official

https://www.washingtonpost.com/technology/2026/11/11/state-dept-official-took-mediterranean-trip-...
5•JetSpiegel•12m ago•0 comments

The 31-Year-Old Who Called Out Jensen Huang's 'China Problem'–and Shorted Nvidia

https://www.wsj.com/business/nvidia-short-seller-culper-jensen-huang-0e0cec38
2•JumpCrisscross•15m ago•0 comments

OpenAI Fooled by Russian Pranksters into Thinking They Were Talking to Ukrainian

https://theintercept.com/2026/11/11/openai-ukraine-russia-prank-security/
1•SLHamlet•17m ago•0 comments

Just say no to Anthropic's IPO

https://garymarcus.substack.com/p/just-say-no-to-anthropics-ipo
4•JumpCrisscross•18m ago•1 comments

Epigenetic heterogeneity in breast tumours informs diagnosis and prognosis

https://www.nature.com/articles/s41586-026-11230-y
1•wslh•22m ago•0 comments

Reddit broken on desktop as full-screen mobile app prompt takes over page

https://piunikaweb.com/2026/11/11/reddit-broken-desktop-get-the-app-popup-freeze/
4•DeepLogin•27m ago•1 comments

ApoB-100 – 50 years unsolved, measured disordered, folded to order

https://github.com/alozano978-spec/the-apob-protein
1•forged-on-chain•29m ago•0 comments

Wiki.js 3.0 Release

https://js.wiki/blog/2026-wiki-js-3-release/
1•ethanbezz•33m ago•0 comments

Lego marketplace BrickLink offline after 'unusual activity' detected

https://www.bbc.com/news/articles/c6rmgw8zynr4o
3•mbrd•35m ago•0 comments

Jobdork – job leads from employers' career sites, ranked by your resume

https://github.com/jessn-dev/jobDork
1•jbn-dev•35m ago•0 comments

Coding is dead, long live Coding

https://twitter.com/i/article/2103571281014861957
1•iloveyoutwo•35m ago•1 comments

U.S. Partner

https://join.slack.com/t/percys-hq/shared_invite/zt-4gjahdd78-Rg5Vayh_BDP~ReWa7cZHwg
1•wawrzaszekerwin•37m ago•1 comments

What gives you the chills? AI can engineer it

https://medium.com/@joshbocanegra/how-to-engineer-goosebumps-e18935bcb1d2
1•jbai•39m ago•0 comments

San Francisco youth culture died at a peptide party in Fisherman's Wharf

https://www.sfgate.com/local/article/sf-culture-fishermans-wharf-22523601.php
3•toomanyrichies•40m ago•0 comments

Yes, you should panic about AI

https://rutgerbregman.substack.com/p/yes-you-should-panic-about-ai
3•haizhung•41m ago•0 comments

Lessons from 59 Linux Kernel Bug Reports

https://www.microsoft.com/en-us/security/blog/2026/11/11/lessons-from-59-linux-kernel-bug-reports/
1•wondersky•41m ago•0 comments

Keeping names, emails and phone numbers out of LLM prompts with a local proxy

https://github.com/rmpmrepo1278/swapback
1•rohitmishra1278•43m ago•0 comments

Porting my Electron app to Rust: 675 MB to 91 MB

https://sayjot.xyz/blog/rust-port
1•mohakbajaj•49m ago•0 comments

Show HN: Tsfm-pg: Run Chronos-2/Timestral forecasts inside Postgres with SQL

https://github.com/barddoo/tsfm-pg
1•pseudocharles•52m ago•1 comments

Labdoo is a social network providing schools with computers

https://labdoo.org
1•mooreds•54m ago•0 comments

Apple MacBook Pro 14 Proled XDR Review

https://www.notebookcheck.net/Amazing-OLED-panel-Apple-MacBook-Pro-14-PROLED-XDR-Review.1438048.0...
3•zathan•1h ago•0 comments

Ask HN: Skills expected for junior to mid-level DevOps/infra roles in the US?

1•GR_08•1h ago•0 comments

Humanoid robot startup backed by Eric Trump in talks with Israel's military

https://www.ft.com/content/8117b912-ebc7-46b2-90cd-a1ec32e12c5a
2•petethomas•1h ago•1 comments

History of Password Cracking

https://www.netmux.com/blog/history-of-password-cracking
4•netmux•1h ago•0 comments

Show HN: I built a AI acne coach that helps find root cause of your acne

https://acneally.vercel.app
2•trinh312•1h ago•0 comments

The $637B Ledger

https://the-compound-loop.beehiiv.com/p/the-637-billion-ledger
1•bossness00•1h ago•0 comments

Show HN: W-ISA – An instruction set for programming LLM weights

https://github.com/eax/w-isa
2•eaxitect•1h ago•0 comments

Huawei says it's made a 100 percent Chinese PC

https://www.theregister.com/systems/2026/11/09/huawei-says-its-made-a-100-percent-chinese-pc/5308335
3•yogthos•1h ago•1 comments

Nvidia reportedly preparing to fire CEO Jensen Huang, amid of second affair

https://www.rnz.co.nz/news/business/2553062/nvidia-reportedly-preparing-to-fire-ceo-jensen-huang-...
4•billybuckwheat•1h ago•2 comments