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Show HN: API Testing and Security with AI

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

Comments

anuragdt•8mo 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•8mo 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•8mo 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

Astronomer uses 'China Sky Eye' to reveal binary origin of fast radio bursts

https://phys.org/news/2026-01-astronomer-china-sky-eye-reveal.html
1•wglb•2m ago•1 comments

Profession by Isaac Asimov

https://www.abelard.org/asimov.php
1•bkudria•2m ago•0 comments

Researchers solve mystery of universe's 'little red dots'

https://phys.org/news/2026-01-mystery-universe-red-dots.html
1•wglb•7m ago•1 comments

MetaXuda – 1.1 Tops GPU Runtime for Apple Silicon ML (Rust and Metal)

https://github.com/Perinban/MetaXuda-
1•perinban•10m ago•1 comments

Musk Seeks Up to $134B Damages from OpenAI, Microsoft

https://www.bloomberg.com/news/articles/2026-01-17/musk-seeks-up-to-134-billion-damages-from-open...
2•SanjayMehta•11m ago•0 comments

AI Zettelkasten Builder

https://edge.dog/docs
1•castalian•15m ago•0 comments

What the Ancient Pigment Ochre Tells Us About the Human Mind

https://www.discovermagazine.com/prehistoric-use-of-ochre-can-tell-us-about-the-evolution-of-huma...
2•thunderbong•24m ago•0 comments

Dark Mode vs. Light Mode: Which Is Better?

https://www.nngroup.com/articles/dark-mode/
1•seanwilson•24m ago•0 comments

Kaliningrad

https://en.wikipedia.org/wiki/Kaliningrad
1•kaycebasques•25m ago•0 comments

Why AI Doesn't Think: We Need to Stop Calling It "Cognition"

https://docs.google.com/document/d/1FHUgpRTtL23cUygPhAh7xasccfKpX0T2ZGdlcsEr-4U/edit?usp=sharing
3•m_Anachronism•31m ago•2 comments

Gemini Introduces Personal Intelligence

https://blog.google/innovation-and-ai/products/gemini-app/personal-intelligence/
1•gmays•34m ago•1 comments

Forecats

https://secondthoughts.my/posts/projects/forecats/
1•unsnap_biceps•42m ago•0 comments

Anthropic's Claude Code and the rise of autonomous coding tools

https://www.wsj.com/tech/ai/anthropic-claude-code-ai-7a46460e
2•julienchastang•43m ago•0 comments

Tell HN: YouTube disabled advanced subtitling, and is stripping it from old vids

2•mister_mort•43m ago•0 comments

I created an MCP that lets AI debug runtime code (breakpoints, stepping, etc.)

https://github.com/ai-debugger-inc/aidb
1•jefflester•48m ago•1 comments

Batmobile: 10-20x Faster CUDA Kernels for Equivariant Graph Neural Networks

https://elliotarledge.com/blog/batmobile
1•ipnon•50m ago•0 comments

OPDS – an open syndication standard for electronic documents

https://en.wikipedia.org/wiki/Open_Publication_Distribution_System
1•Curiositry•56m ago•0 comments

Using OpenRouter with the Anthropic Agent SDK

https://openrouter.ai/docs/guides/community/anthropic-agent-sdk
3•arbayi•58m ago•0 comments

Google Now Defaults to Not Indexing Your Content (2024)

https://www.vincentschmalbach.com/google-now-defaults-to-not-indexing-your-content/
1•AznHisoka•58m ago•1 comments

Serpl – a pleasant TUI for regex and fixed-string search and replace

https://github.com/yassinebridi/serpl
2•Curiositry•1h ago•0 comments

Show HN: App to spoof GPS location on iOS without jailbreaking

https://github.com/acheong08/ios-location-spoofer
4•acheong08•1h ago•1 comments

Fish Shell

https://fishshell.com/
8•RyanShook•1h ago•4 comments

Ask HN: How do you catch silent logic bugs that don't crash?

1•vortexshadow•1h ago•1 comments

Examplefile – Sample Document File Formats

https://www.examplefile.com/document
1•petethomas•1h ago•0 comments

Show HN: DefendFlow Domain Security Board – live scans of popular sites

1•riyao_lin•1h ago•0 comments

Show HN: Headroom (OSS): Cuts LLM costs by 85%

https://github.com/chopratejas/headroom
1•chopratejas•1h ago•1 comments

Breaking the Linearity Barrier: Recursive Swarms for Long-Horizon AI Engineering

https://www.blankline.org/research/horizon-mode
1•satvikpendem•1h ago•0 comments

Data Activation Thoughts

https://galsapir.github.io/sparse-thoughts/2026/01/17/data_activation/
1•galsapir•1h ago•0 comments

Show HN: My way – 18-agent autonomous workflow for ClaudeCode – issues to deploy

https://github.com/avifenesh/awesome-slash
3•anotherCodder•1h ago•0 comments

The life of a playboy publisher who shaped 20th-century literature

https://www.washingtonpost.com/books/2026/01/09/bennett-cerf-biography-nothing-random-feldman-boo...
3•benbreen•1h ago•0 comments