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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

International AI Safety Report 2026

https://internationalaisafetyreport.org/publication/international-ai-safety-report-2026
1•sonabinu•2m ago•0 comments

Does AI already have human-level intelligence? The evidence is clear

https://www.nature.com/articles/d41586-026-00285-6
1•bookofjoe•4m ago•1 comments

Show HN: Obsidian meets Claude Code. A Markdown graph for agents and context

https://github.com/voicetreelab/voicetree
1•manumasson•5m ago•0 comments

A Role Model for How to Die

https://www.nytimes.com/2026/02/03/nyregion/cancer-friend-death-role-model.html
1•anarbadalov•5m ago•0 comments

Show HN: Dynamic Markdown Flashcards without database (Obsidian)

https://twitter.com/AlexWeichart/status/2018812097828962629
1•surrTurr•5m ago•0 comments

Scurl: Agent First Curl Wrapper with Markdown Extraction and Secret Blocking

https://github.com/sibyllinesoft/scurl
1•CuriouslyC•6m ago•1 comments

French headquarters of Elon Musk's X raided by Paris cybercrime unit

https://www.theguardian.com/technology/2026/feb/03/french-headquarters-elon-musk-x-raided-paris-c...
3•billybuckwheat•8m ago•0 comments

Democrats unveil WA income tax on people earning over $1M

https://www.seattletimes.com/seattle-news/politics/democrats-unveil-wa-income-tax-on-people-earni...
2•garbawarb•12m ago•1 comments

A CFO explains the history of EBITDA [video]

https://www.youtube.com/watch?v=JySZv_fSNqs
1•cjgustafson22•13m ago•0 comments

Evaluating Multilingual, Context-Aware Guardrails

https://blog.mozilla.ai/evaluating-multilingual-context-aware-guardrails-evidence-from-a-humanita...
1•benbreen•13m ago•0 comments

Ask HN: How do you detect silent data loss in user-facing systems?

1•Pepp38•14m ago•1 comments

Ask HN: Cheap laptop for Linux without GUI (for writing)

4•locusofself•17m ago•0 comments

Solving the AI Agent Dilemma: "Ask" Redefines Agent Skills Distribution

https://github.com/yeasy/ask
1•yeasy•18m ago•1 comments

Hostile (Corporate) Architecture

https://www.thevinter.com/blog/hostile_corporate_architecture
1•thevinter•19m ago•0 comments

uops-again.info: corner-case behaviours of port assignment on Intel processors

https://uops-again.info/
1•matt_d•20m ago•1 comments

In Depth – Memory Governance: The Achilles' Heel of Enterprise AI

http://yeasy.blogspot.com/2026/01/in-depth-memory-governance-achilles.html
1•yeasy•20m ago•1 comments

The Death of Code and the Rise of Data: The Software Economics Revolution in AI

http://yeasy.blogspot.com/2026/01/the-death-of-code-and-rise-of-data.html
1•yeasy•21m ago•1 comments

Electronicos Fantasticos

https://www.electronicosfantasticos.com/
1•nickt•22m ago•0 comments

Grindr tests new AI subscription called "Edge" that costs up to $6k a year

https://www.dexerto.com/entertainment/grindr-is-testing-a-new-ai-subscription-called-edge-that-co...
1•randycupertino•23m ago•1 comments

Postman March:AI-native capabilities,new API Catalog,updated plans and pricing

https://blog.postman.com/new-capabilities-march-2026/
1•EspadaV9•26m ago•0 comments

Virtualizor Security Update: Regarding a Recent Support Ticket Incident

https://www.virtualizor.com/blog/security-update-transparency-regarding-a-recent-support-ticket-i...
1•MallocVoidstar•26m ago•0 comments

Kindred Raises $125M

https://blog.livekindred.com/the-future-belongs-to-those-who-give-why-we-raised-125m-to-scale-kin...
1•philip1209•26m ago•0 comments

Morton Feldman's Music of Stillness

https://www.newyorker.com/magazine/2026/02/02/morton-feldman-at-100-music-review
1•paulpauper•27m ago•0 comments

Agent Only Data Marketplace

https://www.openclawmind.com
1•pruufsocial•27m ago•1 comments

Do you think .md domains will become popular?

2•hiveindex•31m ago•0 comments

Hans – IP over ICMP

https://code.gerade.org/hans/
2•mmh0000•32m ago•0 comments

Running is my meditation (2024) [pdf]

https://research-repository.rmit.edu.au/articles/thesis/_Running_is_my_meditation_an_investigatio...
2•wslh•35m ago•1 comments

Elon Musk's SpaceX Officially Acquires Elon Musk's xAI

https://techcrunch.com/2026/02/02/elon-musk-spacex-acquires-xai-data-centers-space-merger/
1•rbanffy•35m ago•1 comments

The Digital Bastille: What France's War with X Tells Us About Free Speech

https://www.sebs.website/blog/the-digital-bastille
1•Incerto•35m ago•0 comments

Intel Panther Lake Shows Strong Linux CPU Performance and Power Efficiency

https://www.phoronix.com/review/intel-core-ultra-x7-358h-linux
2•rbanffy•35m ago•0 comments