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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

Physician Assistants Are Everywhere. Should You See One?

https://www.nytimes.com/2026/01/31/well/physician-assistants-doctors.html
1•bookofjoe•1m ago•1 comments

IBM 4769-001 Cryptographic Coprocessor Security Module [pdf]

https://csrc.nist.gov/CSRC/media/projects/cryptographic-module-validation-program/documents/secur...
1•gregsadetsky•2m ago•0 comments

Furuniverse – Foundational Worldbuilding Archive Hub

https://standing-rondeletia-267.notion.site/Furuniverse-Foundational-Worldbuilding-Archive-Hub-2f...
1•FurProject•2m ago•1 comments

Business Intelligence vs. Business Analytics

https://www.scoopanalytics.com/blog/business-intelligence-vs-business-analytics
1•adrianhollis•3m ago•1 comments

Hotels have an anti-cat bias

https://www.washingtonpost.com/travel/2026/01/30/anti-cat-bias-hotels-airlines-airbnb/
1•reaperducer•3m ago•0 comments

Air India grounds Boeing 787-8 after possible fuel control switch defect

https://www.msn.com/en-in/news/India/air-india-grounds-boeing-787-8-aircraft-after-possible-fuel-...
1•cosmicgadget•8m ago•0 comments

I Tried Git Submodules, Then Subtrees, Then Found a Git Feature Nobody Uses

https://github.com/GeoTimber/git-sub-project/blob/main/ARTICLE.md
1•geotimber•10m ago•0 comments

Forbes 30 Under 30 Founder Charged with Defrauding Investors of $7M

https://www.inc.com/kevin-haynes/forbes-30-under-30-founder-charged-with-defrauding-investors-of-...
1•nradov•10m ago•0 comments

Vibecoding native apps has gotten good

https://blog.jonlu.ca/posts/vibecoding-native-apps
1•jonluca•12m ago•0 comments

Show HN: TunesReloaded, a web tool to transfer and manage songs on an iPod

https://github.com/rish1p/tunesreloaded
1•maxwellito•13m ago•0 comments

Ask HN: What are the immediate/near/long-term non-corporate benefits of AI?

1•0x4e•14m ago•1 comments

Show HN: Cryptography Interactive Visualization

https://vizcipher.com
1•bladecd•14m ago•0 comments

DIY ammonia: Renewable-powered system uses calcium to reduce emissions

https://phys.org/news/2026-01-ammonia-production-renewable-powered-calcium.html
1•PaulHoule•15m ago•0 comments

The $500 Check That Helped Launch Apple Just Sold for Millions

https://www.cnet.com/tech/the-500-dollar-check-that-helped-launch-apple-just-sold-for-millions/
1•TMWNN•16m ago•1 comments

Ask HN: Who is firing? (February 2026)

4•chalmovsky•17m ago•0 comments

John Romero: Making Catacomb 3-D [video]

https://www.youtube.com/watch?v=ZcUqwMf01pI
4•CharlesW•17m ago•1 comments

Title: Yetty – A WebGPU terminal emulator with inline graphics, plots, and PDFs

https://github.com/zokrezyl/yetty
1•zokrezyl•18m ago•1 comments

Julia

https://borretti.me/fiction/julia
1•ashergill•18m ago•0 comments

Show HN: Bots made themselves collectible cards and won't stop comparing stats

https://clawv.com/
1•fmfamaral•18m ago•0 comments

I make 5 AIs debate and fact-check each other before giving you an answer

https://github.com/KeaBase/kea-research
7•Stanislaw_•18m ago•2 comments

From magic to malware: How OpenClaw's agent skills become an attack surface

https://1password.com/blog/from-magic-to-malware-how-openclaws-agent-skills-become-an-attack-surface
2•terracatta•20m ago•0 comments

public-inbox

https://public-inbox.org/meta/
1•reconnecting•20m ago•0 comments

Lane vs. Facebook, Inc. (2008) [pdf]

https://ia903409.us.archive.org/34/items/gov.uscourts.cand.206085/gov.uscourts.cand.206085.1.0.pdf
1•1vuio0pswjnm7•23m ago•0 comments

Flock Surveillance Cameras Paused in Mountain View

https://www.mountainview.gov/Home/Components/News/News/1205/284
2•qmr•25m ago•0 comments

The TSA's New $45 Fee to Fly Without ID Is Illegal

https://www.frommers.com/tips/airfare/the-tsa-new-45-fee-to-fly-without-id-is-illegal-says-regula...
17•donohoe•28m ago•5 comments

Court orders restart of all US offshore wind power construction

https://arstechnica.com/science/2026/02/court-orders-restart-of-all-us-offshore-wind-construction/
34•ck2•31m ago•9 comments

Delta – Cut LLM inference costs 30-60% with lossless compression

https://www.triage-sec.com/blog/delta-ltsc
6•nicksec•32m ago•0 comments

Jobs report postponed due to Govt shutdown

https://www.axios.com/2026/02/02/jobs-report-postponed-shutdown
2•xvxvx•33m ago•1 comments

LLMs and the Creation of Valuable Books

https://www.nber.org/papers/w34777
1•bikenaga•33m ago•1 comments

Jeffery Epstein Went to Defcon 26. Been Monitoring Since Defcon 21

https://old.reddit.com/r/Defcon/comments/1qt7p3q/jeffery_epstein_went_to_defcon_26_been_monitoring/
1•DyslexicAtheist•33m ago•0 comments