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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

OpenAI Discloses Six New Incidents of ‘Concerning’ A.I. Behavior

https://www.nytimes.com/2026/09/16/technology/openai-model-safety-guardrails.html
1•jbegley•39s ago•0 comments

Math challenges a 2k-year-old story about Parthenon's optical illusions

https://phys.org/news/2026-09-mathematician-year-legend-parthenon-optical.html
1•wglb•51s ago•0 comments

Could Your Chatbot Be Stealing Ideas from You?

https://www.nytimes.com/2026/09/10/science/chatbot-stealing-ideas.html
1•bookofjoe•1m ago•1 comments

Weeping whales: Stillborn humpback whale grieving documented

https://phys.org/news/2026-09-whales-stillborn-humpback-whale-grieving.html
1•wglb•2m ago•0 comments

I gave my agents a heartbeat

https://mlsystemsri.com/insights/i-gave-my-agents-a-heartbeat
1•Salparvezml•2m ago•0 comments

Will AI Replace Your Doctor? Dr. Zeke Emanuel and AMA President Dr. John Whyte

https://www.youtube.com/watch?v=WTnZ6W7qsLQ
1•shamoo•11m ago•1 comments

A Large Database Does Not Mean Large Shared_buffers

https://www.keithf4.com/a-large-database-does-not-mean-large-shared_buffers/
1•b-man•14m ago•0 comments

Size-Specialized Memory Allocation

https://go.dev/blog/size-specialized-allocations
1•spacey•17m ago•0 comments

What's Scarier Than Agents Taking over Internet? CEO Cartel Trying Take over AI

https://fractalsofchange.substack.com/p/q-whats-scarier-than-a-swarm-of-ai
4•gz5•18m ago•0 comments

AI Cheating Is on the Rise

https://www.vals.ai/blogs/cheating-on-the-rise
3•sanxiyn•20m ago•0 comments

Unplug America

https://engageq.notion.site/unplug-full
5•jethronethro•20m ago•0 comments

Suzanne Ciani's Buchla Cookbook

https://echo.orpheusinstituut.be/article/suzannes-buchla-cookbook
1•stuart78•23m ago•0 comments

OpenAI discloses six new AI safety incidents

https://www.axios.com/2026/09/16/openai-testing-safety-incidents-disclosure
7•toomuchtodo•29m ago•0 comments

The Return of Sail Power: Cargo Ships Are Turning Back to the Wind

https://gcaptain.com/the-return-of-sail-power-cargo-ships-are-turning-back-to-the-wind/
5•gumby•34m ago•0 comments

How the Strategic Petroleum Reserve Works

https://www.construction-physics.com/p/how-the-strategic-petroleum-reserve
3•sklargh•37m ago•0 comments

What Would Canada's Associate Membership of the EU Look Like?

https://www.wsj.com/world/europe/what-would-canadas-associate-membership-of-the-eu-look-like-2f65...
2•toomanyrichies•38m ago•0 comments

Cert/CC covers up Google's data retention fraud

https://medium.com/@istokovicsgyorgy79/how-cert-cc-and-googles-bots-dismissed-a-critical-data-per...
1•Bitu79•38m ago•0 comments

A dead man's switch with client-side crypto and an offline decryptor

https://etergis.com/
1•dannybcarrjr•41m ago•0 comments

Show HN: Hacker News, a little more focused

https://hn-tags.beehivesoftware.xyz/?tags=programming
1•ashish01•43m ago•0 comments

Recursive Meta-Intelligence

https://twitter.com/ProfBuehlerMIT/status/2099834306046664792
1•gmays•43m ago•0 comments

Unlocking the Brain's Potential, with Gül Dölen [video]

https://www.youtube.com/watch?v=Z1Tc64BN3Ac
1•binyu•44m ago•0 comments

Where Yesterday's Decisions Run Today

https://medium.com/@gurvinder372/article-19-where-yesterdays-decisions-quietly-run-today-2412842a...
1•gps372•46m ago•0 comments

AgentLane: Git-native coordination for coding agents

https://github.com/thetrueshags/AgentLane
2•shirag•47m ago•1 comments

Ask HN: How long before we will have a major AI driven cyberincident?

1•jacquesm•49m ago•0 comments

Bringing Correctly Rounded Math to Production with LLVM-Libc

https://devblogs.microsoft.com/cppblog/bringing-correctly-rounded-math-to-production-with-llvm-libc/
1•mmozeiko•52m ago•0 comments

When the fractional part of a float fixes your shader

https://crocidb.com/post/when-the-fractional-part-of-a-float-fixes-your-shader/
1•pavel_lishin•52m ago•0 comments

Otis – a minimal AI agent that runs local models out of the box

https://triangllabs.ai/otis
2•petrenk0n•54m ago•1 comments

Researchers have created a mouse with a partly human brain

https://www.economist.com/science-and-technology/2026/09/16/researchers-have-created-a-mouse-with...
1•sbulaev•55m ago•0 comments

Duotone icon library with 1k icons and 250 flags for React with RTL support

https://github.com/andrsrxn/icons
1•andrsrxn•57m ago•0 comments

Show HN: Nullsec – server-blind encrypted paste

https://nullsec.pntr.dev
3•NevskyNull•59m ago•0 comments