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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

Reusing existing FUSE daemons as VirtioFSD back end

https://github.com/torgeiru/virtio-fs-kmod/tree/docs/developer-build-guide
1•riegrotter•56s ago•0 comments

Wrong Ways to Create Strings

https://endler.dev/2026/wrong-ways-to-create-strings/
1•WhyNotHugo•1m ago•0 comments

Algorithmic Art: When AI Writes the Code, Where Is the Art?

https://art.camilleroux.com/writing/making-art-with-code-in-the-age-of-ai/
2•camilleroux•7m ago•0 comments

Smart-contract risk reports that AI agents buy per call over x402

https://github.com/Bosacks/magneta-risk-x402
1•Sentinelleai•7m ago•0 comments

Robots with real-tissue muscle actuators achieve jumping, swimming and walking

https://ethz.ch/en/news-and-events/eth-news/news/2026/10/one-small-leap-for-a-muscle-one-giant-st...
1•giuliomagnifico•8m ago•0 comments

Show HN: Nico – a two-agent type personal agent on your Mac

https://nico.app/
1•benjushi•12m ago•0 comments

Fyslide – a local desktop app that turns one topic into TikTok slideshows

https://fyslide.com
1•gianmaurice•13m ago•0 comments

VMware returns to low-end server virtualization with 'vSphere Express'

https://www.theregister.com/virtualization/2026/11/04/vmware-returns-to-low-end-server-virtualiza...
2•ndsipa_pomu•13m ago•1 comments

Awesome repositories are no longer awesome

https://erikgahner.github.io/posts/2026/awesome-repositories-are-no-longer-awesome/
9•erikgahner•16m ago•1 comments

Multiple planes diverted as bomb threats to commercial flights reported

https://www.theguardian.com/world/live/2026/nov/05/aer-lingus-plane-bomb-threat-europe-latest-new...
1•roryirvine•19m ago•1 comments

Show HN: Mooring, an agentic development environment for Claude Code

https://mooring.sh/download
1•Digital-Stratag•20m ago•0 comments

Building for agent use without MCP or skills

https://hookdeck.com/blog/designing-http-api-for-agents
1•GarethX•21m ago•0 comments

OpenAI Finds 948 Local Privilege Escalation Bugs in the Linux Kernel

https://www.phoronix.com/news/OpenAI-948-Linux-LPE-Bugs
3•throwaway270925•22m ago•0 comments

Snitchie: Is Your AI a Nark?

https://kristopolous.github.io/snitchie/
2•kristopolous•22m ago•1 comments

GhostMap Android flaw lets malicious app trigger persistent boot loop

https://www.bleepingcomputer.com/news/security/ghostmap-android-flaw-lets-malicious-app-trigger-p...
1•shakna•27m ago•0 comments

Show HN: Telegram AI assistant with projects, images and background jobs

https://github.com/watscho/chat-gpt-telegram-bot
1•watscho•30m ago•0 comments

Bvlgari Octo Finissimo Titanium Lineup at Geneva Watch Days

https://www.notebookcheck.net/Bvlgari-Octo-Finissimo-titanium-lineup-at-Geneva-Watch-Days.1443116...
1•DarrylLinington•31m ago•0 comments

Nexus-Q: the first commits were a threat model and architecture, not code

https://github.com/lecodev-26/nexus-q/commits/main
2•lecodev•32m ago•0 comments

Novel AI framework runs on optical hardware

https://www.u-tokyo.ac.jp/focus/en/press/z0508_00471.html
1•giuliomagnifico•32m ago•0 comments

Show HN: Win Stats – open-source system monitoring in the Windows taskbar

https://vc067.github.io/win-stats/
1•VC067•33m ago•0 comments

Piston – small causal model for time series that can refuse

https://huggingface.co/OlynkAI/piston-v0.1
1•Sathvik_Chenna•34m ago•0 comments

How WeRateDogs Is Fighting A.I. Slop, One Perfect Puppy at a Time

https://www.nytimes.com/2026/11/04/style/we-rate-dogs-ai.html
1•thm•36m ago•0 comments

Palantir CEO says it's pioneering an antiwar movement–while accepting defense $s

https://www.theregister.com/offbeat/2026/11/04/palantir-ceo-says-its-pioneering-an-antiwar-moveme...
3•nephihaha•37m ago•0 comments

Italian chef fired after refusing to put pineapple on pizza

https://www.bbc.co.uk/news/articles/cx4g1qy6gq9mo
9•zeristor•38m ago•4 comments

Figxit: Native autocomplete popup for the macOS terminal

https://figxit.com/
1•hakkikonu•39m ago•0 comments

Show HN: ChessGrind – Turn missed chess positions into training that sticks

https://chessgrind.fyi/
1•ShubhamBhar07•40m ago•0 comments

Ask HN: How do small teams pragmatically manage Dependabot fatigue?

2•maxk85•40m ago•0 comments

Uranium cubes reveal why the German nuclear project failed

https://arstechnica.com/science/2026/11/uranium-cubes-reveal-why-the-german-nuclear-project-failed/
2•rbanffy•41m ago•1 comments

How Chiron Changes AI Incident Investigation on ORCA-bench

https://medium.com/@chironvision_inc/how-chiron-changes-ai-incident-investigation-on-orca-bench-5...
1•rinkash•41m ago•0 comments

DeepSeek Harness [video]

https://www.youtube.com/watch?v=VKmUC5ukfqU
1•blef•42m ago•0 comments