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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

Ask HN: Are LLMs Solving Math?

1•sean_pedersen•58s ago•0 comments

Decade-old RAM is making a comeback

https://www.theverge.com/games/1009140/ram-shortage-intel-amd-ddr4-comeback
1•1potato•6m ago•0 comments

Anthropic AI Model Goes Rogue, Submits Fake Unsolved Murder Tip

https://www.wsj.com/us-news/anthropic-ai-model-goes-rogue-submits-fake-unsolved-murder-tip-b0566f54
1•pseudolus•10m ago•1 comments

I own you but I don't trust you

https://axegon.com/#blog/i-own-you-but-i-dont-trust-you.md
1•extr0pian•14m ago•0 comments

Substrate Independence

https://www.edge.org/response-detail/27126
1•sans_souse•17m ago•0 comments

Stride – 25 minutes a day to make progress on your career

https://www.withstride.app/
1•LoganHoang•31m ago•0 comments

We Can Harden C

https://cybersect.substack.com/p/we-can-harden-c
1•otoburb•34m ago•0 comments

The Atari 800XL [2027 Hybrid Gaming Console]

https://atari.com/pages/800xl
1•radley•36m ago•0 comments

Show HN: Faplex – like `Claude agents` but all machines and harnesses

https://github.com/kkrausse/faplex
3•kkrausse•38m ago•2 comments

1.7B-year-old fossils reveal a crucial clue to the rise of complex life

https://www.sciencedaily.com/releases/2026/09/260925005447.htm
4•docmechanic•41m ago•0 comments

Should I Hire a Dev or Can I Vibecode This?

https://vibecodeornot.pixlw.com/
3•altmanaltman•42m ago•2 comments

GlobalFoundries announces 7nm class FD-SOI process

https://gf.com/news-and-events/news/gf-unveils-roadmap-to-deliver-worlds-most-advanced-platform-f...
1•osnium123•46m ago•0 comments

How to connect any AI assistant to governed enterprise data with MCP

https://wesdias.medium.com/how-to-connect-any-ai-assistant-to-governed-enterprise-data-with-mcp-0...
2•wesleydias•47m ago•0 comments

Anthropic Model Submitted a False Homicide Tip to Philadelphia Police

https://www.engadget.com/2282713/an-anthropic-model-submitted-a-false-homicide-tip-to-philadelphi...
3•stygiansonic•51m ago•0 comments

A Linux Distro for VPinball

https://github.com/vpinos/vpinos
1•tedpin•51m ago•0 comments

Show HN: Claude Opus 5.5 Video prompts and skills

https://www.reclip.io/claude-opus-5-5-video-prompts
2•qwikhost•55m ago•0 comments

Windows 10 Desktop

https://gmunk.com/Windows-10-Desktop
1•sergiotapia•55m ago•0 comments

The Palantir Growth Machine: Visualized [video]

https://www.youtube.com/watch?v=NR-PfPMpy8E
1•affalytics•59m ago•0 comments

REA: Reverse Engineer Anything is now #1 trending repo on GitHub

https://github.com/morluto/rea
1•nevernothing•1h ago•2 comments

Show HN: Yeah Nah – a BS score for Australian job ads

https://yeahnah.lol/
9•veilmux•1h ago•0 comments

REA Reverse – Engineer Anything

https://rea.tools/
54•modinfo•1h ago•10 comments

Shooting and craving: on NAZA and the mediated obscene

https://mondoweiss.net/2026/10/shooting-and-craving-on-naza-and-the-mediated-obscene/
2•slowin•1h ago•0 comments

A Cray-1 supercomputer replica from 30 "obsolete" Mac Minis

https://arstechnica.com/gadgets/2026/10/a-cray-1-supercomputer-replica-from-30-obsolete-mac-minis/
4•pseudolus•1h ago•0 comments

Investigating unintended model actions in our evaluations and internal use

https://www.anthropic.com/research/investigating-unintended-model-actions
5•oxag3n•1h ago•1 comments

Show HN: Axiom: The Functional Systems Langauge

https://axiomlang.software/
2•chrispaig3•1h ago•0 comments

GhostAction attack using GitHub and GitLab lookalike domains

https://opensourcemalware.com/blog/ghostaction-attack-escalates
5•6mile•1h ago•0 comments

Brockovich AI Datacenter Reporting: AI Data Centers Across the United States

https://www.brockovichdatacenter.com/
7•tigerlily•1h ago•0 comments

Helix Users Watch Maintainer Hover over Merge Button for Third Consecutive Month

https://www.reddit.com/r/HelixEditor/comments/1x1zrmg/helix_users_watch_maintainer_hover_over_merge/
2•DASD•1h ago•0 comments

How Strong Is the Strong Force?

https://cerncourier.com/how-strong-is-the-strong-interaction/
3•EA-3167•1h ago•0 comments

Anthropic's AI gave Philadelphia police a fake tip about an unsolved homicide

https://www.theverge.com/ai-artificial-intelligence/1009090/anthropic-fake-homicide-information-p...
13•sbulaev•1h ago•0 comments