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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

Cutile.jl Brings Nvidia CUDA Tile-Based Programming to Julia

https://developer.nvidia.com/blog/cutile-jl-brings-nvidia-cuda-tile-based-programming-to-julia/
1•pjmlp•1m ago•0 comments

IconPilot – search and customize SVG icons instantly while building UI

https://www.iconpilot.app/
1•mlmoreno•1m ago•1 comments

AI Agent Security: Authentication, Tool Access, and Defense in Depth

https://chatbotkit.com/guides/ai-agent-security-guide
1•_pdp_•3m ago•0 comments

Why Falling Cats Always Seem to Land on Their Feet

https://www.nytimes.com/2026/03/11/science/falling-cat-problem.html
1•breve•4m ago•0 comments

Is MCP Dead?

https://medium.com/@flamehaven/is-mcp-really-dead-a-history-of-ai-hype-told-through-the-rise-and-...
1•interpol_p•6m ago•0 comments

OBS Studio 32.1 Released with WebRTC Simulcast Support

https://www.phoronix.com/news/OBS-Studio-32.1-Released
1•mikece•7m ago•0 comments

NVIDIA Nemotron 3 Super

https://twitter.com/ctnzr/status/2031762077325406428
2•tosh•10m ago•0 comments

Solid Wood Legs: Maximum Stability for Top-Heavy Mirror Units

https://dreamhomestore.co.uk/collections/dressing-tables
1•johnfloyd2k9•11m ago•1 comments

Iran appears to have conducted a significant cyberattack against a U.S. company

https://www.nbcnews.com/world/iran/iran-appears-conducted-significant-cyberattack-us-company-firs...
3•chrisjj•13m ago•1 comments

Show HN: Detect when an LLM silently changes behavior for the same prompt

https://github.com/aelitium-dev/aelitium-v3
1•catarina_eng•13m ago•1 comments

Top news shared by the people you trust

https://sill.social
1•doener•15m ago•0 comments

1968 My Lai Massacre

https://en.wikipedia.org/wiki/My_Lai_massacre
1•simonebrunozzi•17m ago•0 comments

What Happened to A2A Protocol?

https://www.credal.ai/blog/what-happened-to-a2a-protocol
1•makaimc•18m ago•0 comments

Show HN: I built a screen recorder with automatic zoom effects

https://rookieclip.com/
2•this-is-shreya•21m ago•3 comments

Microsoft adding Xbox mode to Windows 11

https://www.theregister.com/2026/03/12/xbox_mode_windows_11/
2•Brajeshwar•24m ago•1 comments

Show HN: MeepaChat – Slack for AI Agents (iOS, macOS, Web / Cloud, Self-Hosted)

https://github.com/bogpad/meepachat
2•beasubs•26m ago•1 comments

Addressing GitHub's recent availability issues

https://github.blog/news-insights/company-news/addressing-githubs-recent-availability-issues-2/
1•mvcosta91•27m ago•0 comments

Show HN: VmExit – an experiment in AI-native computing

https://vmexit.dev
2•bgleb•27m ago•0 comments

Generic Tech Company Art Style Woman Devouring Her Son (2021)

https://jemima.design.blog/2021/02/08/generic-tech-company-art-style-woman-devouring-her-son/
1•darkwater•29m ago•0 comments

Hurdles of Migrating from Discord to self hosted Matrix

https://www.310networks.com/posts/moving-from-discord-to-selfhosted-matrix/
2•kookster310•30m ago•0 comments

Wegovy may have highest 'eye stroke' and sight loss risk of GLP-1 agonists

https://bmjgroup.com/wegovy-may-have-highest-eye-stroke-and-sight-loss-risk-of-semaglutide-glp-1-...
2•giuliomagnifico•31m ago•0 comments

SlackClaw: OpenClaw Slack Intergration in One Click

https://www.slackclaw.ai
1•saroyas•36m ago•3 comments

Claude 4.6 Opus can recite Linux's list.h

3•itzmetanjim•36m ago•0 comments

Infinitely Recursive Game of Life

https://oimo.io/works/life/
1•marvinborner•37m ago•0 comments

What If Iceland Freezes Over?

https://newsletter-cdn.europeancorrespondent.com/go/vmztjo18oddwailb7esghf598bqlk8mwxv5wgo4gc17v/...
2•donohoe•38m ago•0 comments

Show HN: I built Chronoscope, because Google Maps won't let you visit 3400 BCE

https://shiphappens.xyz/chronoscope/
2•tinkeringtechie•39m ago•2 comments

How to instantly be better at things

https://usefulfictions.substack.com/p/how-to-instantly-be-better-at-anything
2•kiyanwang•41m ago•0 comments

Ask HN: Should training bottleneck detection be a product or just a feature?

1•traceopt-ai•42m ago•0 comments

Ask HN: Are you not using Claude and successful developer?

1•roschdal•42m ago•1 comments

Platform 37: New London Google Office for AI

https://blog.google/company-news/inside-google/around-the-globe/google-europe/united-kingdom/plat...
2•kerim-ca•42m ago•0 comments