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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

Anti-Oligarchy Activists Plan to Dox Elon Musk, 100s of Billionaire-Linked Homes

https://www.wired.com/story/anti-oligarchy-activists-plan-to-dox-elon-musk-and-hundreds-of-billio...
1•buellerbueller•58s ago•0 comments

What It Took to Build Wafer-Scale, and Why It Lasts

https://www.cerebras.ai/blog/what-it-took-to-build-wafer-scale-and-why-it-lasts
1•hasheddan•1m ago•0 comments

Mario Draghi on Debt, Growth and Europe's Future

https://philippdubach.com/posts/mario-draghi-europe-growth-debt/
1•7777777phil•2m ago•0 comments

Anthropic's models improving nearly twice as fast with help from AI, study finds

https://www.reuters.com/technology/anthropics-models-improving-nearly-twice-fast-with-help-ai-stu...
1•onemoresoop•2m ago•0 comments

The Economics of Automation

https://marosilabs.com/notes/the-economics-of-automation
1•parvardegr•3m ago•1 comments

Show HN: Lunar – a coding harness built for transparency and efficiency

1•gszr•3m ago•0 comments

I deleted all my SSH keys

https://blog.infected.systems/posts/2026-11-03-i-deleted-all-my-ssh-keys/
1•speckx•3m ago•0 comments

Show HN: Replay three AI agent approval failures in five seconds, in Python

https://github.com/salahmakboul/call4agents
2•iuogh71•4m ago•0 comments

Show HN: Resilient AI Worker Queue with Redis, BullMQ, and Budget Kill Switches

https://github.com/sidsri14/resilient-ai-worker-kit
1•sidsri1234•5m ago•0 comments

Show HN: Magertron – AI Orchestrator for agents' tools, APIs, LLMs and streams

https://magertron.com/#install
1•curtismager20•7m ago•1 comments

So, about that Anthropic IPO

https://www.ft.com/content/2fbd60ee-060a-4957-b9c5-3b5a0ce88e1a
1•samizdis•8m ago•1 comments

Alpine Linux rebuilt its GitLab server after a close call

https://www.zdnet.com/tech/alpine-linux-rebuilt-gitlab-server-attack/
1•CrankyBear•8m ago•0 comments

My Take on Jev

https://sunbeams.ai/blog/jev-new-class-of-models/
1•mooreds•10m ago•0 comments

Show HN: The web needs more creativity and whimsy

https://ignition.github.io/press/
1•ignition•11m ago•0 comments

The Southwest's extreme flooding foreshadows a wild El Niño winter

https://grist.org/extreme-weather/extreme-flooding-in-the-southwest-foreshadows-a-wild-el-nino-wi...
2•speckx•13m ago•0 comments

Artificial Epanorthosis: Why LLMs overuse a classical rhetorical figure

https://arxiv.org/abs/2607.21498
1•Anon84•14m ago•0 comments

Agility's Digit 5 humanoid robot will run on Nvidia as it heads for Nasdaq

https://thenextweb.com/news/agility-robotics-digit-5-nvidia-igx-thor
1•gmays•14m ago•0 comments

Spliddit Algorithm

https://github.com/AitanG/spliddit
1•skogstokig•14m ago•0 comments

Show HN: A terminal viewer for plain text data files (JSON,YAML,CSV,XML,)

https://aless.tabnas.dev/
1•rjrodger•18m ago•0 comments

Does SpiritFone Work?

http://spirititc.org/2026/10/19/spiritfone-spirit-acknowledges-they-are-listening-to-me/
1•pkshadygrove•18m ago•3 comments

Show HN: PitchFlip – Silicon Valley origin stories as flipbooks

https://pitchflip.shiptiffin.app
1•bilater•19m ago•0 comments

TeXmacs Upsilon

https://mgubi.github.io/texmacs/
1•remywang•20m ago•0 comments

Personal Finance in Claude

https://claude.com/resources/articles/introducing-personal-finance-in-claude
3•louiereederson•20m ago•4 comments

Nasdaq Sinks 5% as Investors Retreat from AI Trade After Election

https://www.wsj.com/livecoverage/stock-market-today-dow-sp-500-nasdaq-11-05-2026
17•armcat•21m ago•4 comments

HackerBuys – Products recommendations from HN comments

https://hn.shellbear.me/
1•shellbear•22m ago•1 comments

I abused agent swarms to collect all your data (how to make it work)

https://www.tinyfish.ai/blog/inside-tinyset
3•gargigupta•22m ago•1 comments

Homeport – a Mac app that runs your dev servers by project

https://gethomeport.app/
1•elmadah•22m ago•0 comments

Show HN: Markdown OKF-Schema Studio for VS Code

https://github.com/gsemet/markdown-okf-schema-studio
1•gsemet•27m ago•0 comments

How the *sshole vulnerability came to be

https://twitter.com/JonathanBeuys/status/2118400999651946919
1•JonathanBeuys•28m ago•0 comments

Show HN: Paste your MCP config, see what each server does at startup

https://mcp.brydge-ai.com/paste.html
1•DevanshKontey•28m ago•0 comments