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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

Why Software Factories Fail [video]

https://www.youtube.com/watch?v=Ib5GBkD555M
1•mpweiher•1m ago•0 comments

Intro to Clojure Workshop [video]

https://www.youtube.com/watch?v=KwM1c7vb-fg
1•doubleg•2m ago•0 comments

Is an Agentic Bank Run Coming?

https://www.apollo.com/wealth/insights-news/insights/daily-spark/is-an-agentic-bank-run-coming
1•theanonymousone•2m ago•0 comments

My coding agent now records the demo video for its own PRs

https://github.com/half144/cutaway
1•half144•2m ago•0 comments

#59 Hans Kelsen and Carl Schmitt: Friend and Enemy

https://voelkerrechtsblog.org/59-hans-kelsen-and-carl-schmitt-friend-and-enemy/
1•jruohonen•4m ago•0 comments

Hospitals use AI to find more things to bill for. Insurers use AI to deny them.

https://twitter.com/HedgieMarkets/status/2104266774766039301
1•MrBuddyCasino•5m ago•0 comments

Parisians on Hunt for Baguettes as Bakers Get Nod to Take Vacation (2015)

https://www.npr.org/sections/thesalt/2015/08/25/433005099/parisians-on-hunt-for-baguettes-as-bake...
1•thunderbong•7m ago•0 comments

How NOT to detect residential proxies

https://blog.truesign.ai/posts/how-NOT-to-detect-residential-proxies/
2•kanokano•7m ago•1 comments

Oracle triggers 'force majeure' on data center project over power delays

https://www.reuters.com/business/oracle-cites-force-majeure-shield-itself-controversial-data-cent...
1•andyjohnson0•8m ago•0 comments

The case for Wile E. Coyote, engineer: how it shaped the way we build

https://school.coyotiv.com/blog-wile-e-coyote-engineer-en
1•arbayi•8m ago•0 comments

Show HN: Skill that lets you run other Skills as Jinja templates

https://github.com/electronick1/LLAJinja
1•olekrk•9m ago•0 comments

Corporate America embraces cheaper 'open' AI models

https://www.ft.com/content/d9de4776-1fc9-4f2b-aaaf-9961c35d8acd
1•ostenbom•9m ago•0 comments

A Replacement for Bert: Introducing ModernBERT

https://www.answer.ai/posts/2024-12-19-modernbert.html
1•6bitquant•10m ago•0 comments

Vanguard: Anti-Boost, Pro-Skill

https://www.riotgames.com/en/news/vanguard-anti-boost
1•kabakabakaba•11m ago•1 comments

Applying Deming's Continuous Improvement to Multi-Agent AI Systems

https://medium.com/@zrkjsy/deming-in-the-machine-running-an-ai-assisted-film-production-on-contin...
1•taivare•11m ago•0 comments

Show HN: Quick Decision - Select text, get a yes/no verdict (Jev)

https://www.getopenclip.app/extensions/com.openclip.quickdecision
1•ganeshmshetty•12m ago•0 comments

RustFS 1.0 is GA after 2.5 years

https://medium.com/@ethan-carter/rustfs-1-0-is-ga-after-2-5-years-whats-actually-production-ready...
2•matthewsinclair•12m ago•0 comments

Celebrating Sixteen Years of LibreOffice

https://blog.documentfoundation.org/blog/2026/09/28/sixteen-years-of-libreoffices/
1•tambourine_man•12m ago•0 comments

Show HN: Onesie – An expressive CLI for System One models like Jev

https://github.com/frodi-karlsson/onesie
1•frodikarlsson•21m ago•0 comments

Test-driving Jev on a security task: identity resolution

https://vincenzoiozzo.com/blog/jev-identity-resolution
1•snagg•22m ago•0 comments

Glass of Water Theory

https://en.wikipedia.org/wiki/Glass_of_water_theory
1•embedding-shape•22m ago•0 comments

Georeferencing Chernarus and visiting in real life (2021)

https://longcreek.me/blog/2021/chernarus-irl
1•carlos-menezes•23m ago•0 comments

Arthur Fischer

https://storia-e-libri.fandom.com/it/wiki/Arthur_Fischer
1•ArthurFischerp•27m ago•0 comments

Show HN: Algebrix Identity – B2B SaaS IAM for Users, Services, and AI Agents

https://identity.algebrix.co
1•jahangir_d•28m ago•0 comments

The smart home graveyard is getting crowded

https://www.theverge.com/column/1000778/smart-home-june-oven-graveyard
2•CrypticShift•32m ago•0 comments

Circeo, turns ocean wind into compute

https://www.circeo.earth/
1•lululpac•32m ago•0 comments

Penn State's Campuswide Cocaine Ring Was Fueled by Fraternity Hazing

https://www.wsj.com/us-news/penn-state-cocaine-ring-fraternity-hazing-3813d85b
1•diogenes_atx•32m ago•0 comments

Show HN: RoadRash revival race against Jev

https://riderashonline.vercel.app/
2•testingsaket•35m ago•0 comments

OpenAI, Anthropic CEOs called to appear at Australian AI probe

https://www.reuters.com/legal/litigation/openai-anthropic-ceos-called-appear-australian-ai-probe-...
1•qprofyeh•37m ago•0 comments

Apps, Agents, and Aggregation

https://stratechery.com/2026/apps-agents-and-aggregation/
1•swolpers•37m ago•0 comments